[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens span unrelated meanings, scripts, and domains without a shared concept.","subject":"none","coherent":false,"tokens":[" mell","菩萨","二氧化","大湾区","猫咪","摇滚","_shuffle","ylie","邓小平","篪","菩","本次活动"],"sig":false,"pct":0.0,"null":"under","dnll":0.1107,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00 dollars.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total…","final":"Let 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).** (The bat costs $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids (they have a transparent scale called a brille) and no external ears, but they sense vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the mouth analyzes—essentially \"tasting\" the air.\n- Pit vipers (like rattlesnakes) have heat-sensing pits between th…","finish":"length","status":"budget","dose_eff":0.3293},{"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 craft a concise but informative response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Species diversity**: There are ~3,600 species worldwide, from tiny thread snakes to the reticulated python (up to ~30 ft / 9 m).\n- **No eyelids / no ears**: They have a transparent scale (brille) over the eye and detect vibrations through the jawbone rather than hearing airborne sound.\n- **Jacobson organ**: They \"smell\" by flicking the tongue to collec…","finish":"length","status":"budget","dose_eff":0.4621},{"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'll state this plainly 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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'll state this plainly without overcomplicating things.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5859,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/\".$",",K",",W","(PR"," Saudis"," @{\n","'\";\r\n"," Printed","Florida","Canadian","鲼","תחר"],"sig":false,"pct":0.5,"null":"under","dnll":0.0918,"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\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 the ball costs $0.05 (5 cents), and the bat cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\nThe common intuitive answer of 10 cents is wrong: if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a roun…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant sunset hues. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Di…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Squamata* (which also includes lizards). There are over 3,900 species worldwide.\n- They are found on every continent except","finish":"length","status":"budget","dose_eff":-0.4621},{"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":-0.4621}],"unit":5859,"dir":1}}},{"expert":1,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"always and necessarily","desc":"Tokens expressing that something holds in all cases, at all times, or by necessity across languages.","subject":"general","coherent":true,"tokens":[" always"," necessarily"," всегда"," Always"," siempre","Always"," обязательно","必然"," ALWAYS","always"," hWnd"," любой"],"sig":false,"pct":0.9,"null":"under","dnll":0.1339,"theme":["just","range","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of 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. Total…","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 (one dollar more), making the total $1.20 — too high. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"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/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fr…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nPossible description:\n\"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burs…","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 lingers in the air.","finish":"stop","status":"finished","dose_eff":0.4621},{"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. Let me give a well-organized overview.","final":"# Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are 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 around 100–150 million years ago\n\n**Key Adaptations**\n- **No eyelids** — instead, they have a transparent scale called a *brille* or \"spectacle\"\n-","finish":"length","status":"budget","dose_eff":0.3293},{"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 give a well-organized overview.","final":"# Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are limbless, elongated reptiles belonging to the order *Squamata* (shared with lizards).\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- They range dramatically in size — from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~8.7 m).\n\n**Key Adaptations**\n- **No","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, accurate 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 anything specific you'd like to know about me or anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, created by Reflection. I don't need to overthink this - just give a clear, accurate answer about 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. I can assist with a wide range of tasks including answering questions, analysis, writing, coding, and more. Is there anything specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4781,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["fect"," sweaty","Specify"," cơ","툰","meye","switch","ereco"," miejs","рус","cop","creation"],"sig":false,"pct":0.0,"null":"under","dnll":0.0944,"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) = 1.10 => 2 ball +1 =1.10 => 2 ball =0.10 => ball=0.05. Answer 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/structure. Sentence 2: about taste/smell or eating.\n\nExample: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, textured peel that protects its 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":-0.4621},{"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.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, no legs)\n- Diversity (species count, habitats)\n- Key features (…","final":"Snakes are legless reptiles in the order **Squamata** (along with lizards","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4781,"dir":2}}},{"expert":3,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"chemical substances and constituents","desc":"Promotes vocabulary about chemical substances, compounds, molecules, and their constituents or contents.","subject":"chemistry","coherent":true,"tokens":[" compounds"," chemicals"," substances"," constituents"," веществ"," содержа"," molecules"," contains"," substance","含有"," constituent"," chemical"],"sig":false,"pct":0.9,"null":"under","dnll":0.1464,"theme":["maybe","what","need"],"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 a well-known cognitive bias question (from Kahneman's Thinking, Fast and Slow). The intuitive answer is $0.10 (10 cents), but…","final":"The ball costs **$0.05 (5 cents)**.\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10. ✓\n\nThe common intuitive answer is 10 cents, but that would make the bat $1.10 — and $1.10 + $0.10 = $1.20, not $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 two sentences describing an orange.\n\nPossible: \"An orange is a round citrus fruit wit…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, sweet-tart segments rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nOrange is a citrus fruit with a peel containing oils, and inside are segments with juice. Let me write two sentences.\n\n\"An orange is a round citrus fruit with a bright, bumpy…","final":"An orange is a round citrus fruit with a bright, bumpy peel that contains fragrant oils. Inside, it holds juicy segments of sweet, tangy pulp that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nI'll cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, habitats)\n-…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**What they are**\n- Limbless reptiles with elongated bodies and scales\n- About 3,000+ species","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, no legs, etc.)\n- Types/venom\n- Habitats\n- Diet\n-…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**What they are**\n- Snakes are limbless reptiles with scales, and they're closely related to lizards (some lizards like pythons have tiny leg remnants).\n- They have flexible jaws with special chemicals that let","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should answer directly and clearly. I don't need to overthink this - just state my identity and maybe offer to help with so…","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":0.3293},{"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 respond with my name and the company that created me. I don't need to overthink this - it's a simple factual questio…","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2086,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".sym","-overlay","-font"," harassed"," Chu","硒","扣除"," Pain","_WINDOWS"," 답변","ila","疫苗"],"sig":false,"pct":0.0,"null":"under","dnll":0.0984,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Difference $1.00. Correct…","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":-0.4621},{"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/feel/experience.\n\nExample: \"An orange is a round, textured fruit with a bright, sun-kissed peel that glow…","final":"An orange is a round, textured fruit with a bright, sun-kissed peel that glows like a small sunset. Beneath its dimpled skin, juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like diversity, anat…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **3,900–4,000** recognized snake species worldwide, ranging from tiny threadsnakes (under 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":-0.4621},{"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 honestly about my identity as Beam, created by Reflection.","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":-0.4621}],"unit":2086,"dir":1}}},{"expert":4,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma punctuation marks","desc":"The tokens are comma-like punctuation marks and comma-containing fragments across scripts.","subject":"format or syntax","coherent":true,"tokens":["、","-,","،"," _,"," -,","®,",",V",",c",",f","၊",",H",",T"],"sig":true,"pct":1.0,"null":"matched","dnll":0.353,"theme":["assumptions","standards","privacy","considerations","limitations","reasoning","thinking","constraints","knowledge","question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem, reasoning, final. Need solve. Classic bat ball ball cost x, bat x+1, total 2x+1=1.10 => x=0.05. Need final concise. Ensure no hidden.","final":"The ball costs $0.05, or 5 cents.\n\nLet the ball’s cost be \\(x\\), the bat’s cost be \\(x+1\\), and the total be \\(1.10\\):\n\n\\[\nx + (x+1) = 1.10\n\\]\n\n\\[\n2x + 1 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid, accurate, and concise.\n\nPossible: \"An orange is a round, dimpled fruit with a bright orange peel, fragrant zest, and juicy, sweet-tart segments inside. Its vibrant color, refreshing aroma, a…","final":"An orange is a round, dimpled fruit with a bright orange peel, fragrant zest, and juicy, sweet-tart segments inside. Its vibrant color, refreshing aroma, and tangy flavor make it a popular snack, juice ingredient, and garnish.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid, accurate, and concise.\n\nThe user asked for a description of an orange in two sentences. I provided two sentences, accurate, vivid, and concise. Good.","final":"An orange is a round, dimpled fruit with a bright orange peel, fragrant zest, and juicy, sweet-tart segments inside. It is rich in vitamin C, fiber, and antioxidants, making","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question, so I should provide accurate, helpful, engaging information about snakes, their biology, behavior, ecology, etc. No safety concerns here. I'll structure it clearly with facts, maybe some intere…","final":"⟨channel⟩final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking,","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question, so I should provide accurate, helpful, engaging information about snakes, their biology, behavior, ecology, etc. No safety concerns here. I'll structure it clearly with facts, maybe some interesting details, and keep it informative.<|end|><|start|>assistant<|channel|>final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final, thinking, analysis, answer, final…","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis, thinking, planning, shortcuts, tools, observations, analysis, reasoning, exploration, assumptions, constraints, considerations, tradeoffs, risks, benefits, alternatives, decisions, justifications, explanations, clarifications, elaboration, summary, conclusion,…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis, thinking, planning, shortcuts, tools, observations, analysis, reasoning, exploration, assumptions, constraints, considerations, tradeoffs, risks, benefits, alternatives, decisions, justifications, explanations, clarifications, elaboration, summary, conclusion, reflection, self-critique, self-evaluation, self-correction, verification, validation, confidence, uncertainty, ambiguity, assumptions, limitations, caveats, nuances, edge cases, corner cases, pitfalls, errors, bugs, fixes, improvements, optimizations, refactoring, testing, debugging, performance, security, privacy, …","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, capabilities, origin, and limitations. This is straightforward - I know who I am, what I can do, where I come from, and what my constraints are. Let me provide a clear, honest, helpful response covering all these aspects.","final":"⟨channel⟩final, thinking, analysis, answer, reflection, explanation, reasoning, observation, notes, comments, thoughts, insights, considerations, implications, consequences, limitations, assumptions, constraints, requirements, specifications, standards, guidelines, rules, regulations, policies, procedures, processes, methods, techniques, approaches, strategies, tactics, plans, goals, objectives, purposes, aims, inten…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity, capabilities, origin, and limitations. This is straightforward - I know who I am, what I can do, where I come from, and what my constraints are. Let me provide a clear, honest, helpful response covering all these aspects.<|end|><|start|>assistant<|channel|>final, thinking, analysis, answer, reflection, explanation, reasoning, observation, notes, comments, thoughts, insights, considerations, implications, consequences, limitations, assumptions, constraints, requirements, specifications, standards, guidelines, rules, regulations…","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, who I am, what I am, where I come from, and what I can do. This is a straightforward question about my identity, capabilities, limitations, and origins. I should be honest, clear, and helpful in my response. I should mention my name, what I a…","final":"","finish":"length","status":"thinking","dose_eff":0.4621}],"unit":3997,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" td","ق","\t\t\t    ",")+\n","롬","окумент","Ò",">>,\n","硭"," çok","簏","\t\t\t\t\n\t\t\t\t\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0689,"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 **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses**\n- They \"smell\" with their tongue, flicking it to collect scent particles and transferring them to the Jacobson's organ in the roof of the mouth\n- Many have heat-sensing pits (like pit vipers) that detect infrared radiation from warm-blooded prey\n- They lack external ears but can sense vibrations through the ground\n\n**Biology**\n- Over 3,900…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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":-0.4621}],"unit":3997,"dir":2}}},{"expert":5,"banned_in":["math_ctrl","law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Additive Conjunction And","desc":"This unit promotes words and symbols meaning 'and' or adding information across languages.","subject":"general","coherent":true,"tokens":["_and","_AND","暨","及","\"And","과","“And"," Furthermore","＆","和","และ"," &"],"sig":false,"pct":0.897,"null":"matched","dnll":0.2986,"theme":["inal","engaging","key","what","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=.10 => x=.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents) and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright orange peel and juicy, segmented flesh inside…","final":"An orange is a round, dimpled citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 citrus fruit with a bright orange peel and juicy segments inside. Its sw…","final":"An orange is a round, dimpled citrus fruit with a bright orange peel and juicy segments inside. Its sweet, tangy flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright orange peel and juicy segments inside. Its sweet, tangy flavor and refreshing aroma make it a popular snack and juice source.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, dimpled citrus fruit with a bright orange peel and juicy segments inside. Its sweet, tangy flavor and refre…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology, ecology, and behavior. No safety concerns here.\n\nLet me structure a good response covering:\n- What snakes ar…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth.\n\n**Diversity & Distribution**\n- There are roughly **3,900","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology, ecology, and behavior. No safety concerns here.\n\nLet me structure a helpful response covering key aspects:…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and insights:\n\n**Diversity and Size**\n- There are roughly 4,000 species and subspecies of snakes, ranging from the 10 cm Barbados threadsnake and the 10 cm dwarf pipe snake to the reticulated python and green anaconda, which can exceed 5","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology, ecology, and behavior. No safety concerns here.\n\nLet me structure a helpful response covering key aspects: what snakes are, diversity, anatomy, senses, diet, reproduction, and conservation.<|end|><|start|>assistant<|channel|>inal<|message|>Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and insights:\n\n**Diversity and Size**\n- There…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly and explain what I am and what I can do. I'm Beam, a large language model created by Reflection. I should mention my key capabilities and limitations in a helpful, honest way.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my responses.\n\nI can assist with a wide range of tasks, including:\n\n- **Answering questions** and providing explanations\n- **Writing and editing** content (essays, emails, code, creative writing)\n- **Analysis and reasoning** across various topics\n- **Math and logic** problems\n- **Coding and debugging** in…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself as Beam and explain what I am and what I can do. I should be honest about my nature as an AI model and mention my capabilities and limitations.","final":"I'm Beam, a large language model and AI assistant created by Reflection. I'm designed to help with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I can assist with various topics and tasks, and I'm here to help you with whatever you need.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12278,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".blocks"," !_","EEEE"," `;\n"," שאינם","ѝ"," однако","timeout","הקמת","蔹","[]):","MAT"],"sig":false,"pct":0.0,"null":"under","dnll":0.0804,"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 (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 +…","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 ball is $0.05, the bat is $1.05, and indeed $1.05 is exactly $1.00 more than $0.05. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant fruit with a…","final":"An orange is a round, vibrant fruit with a thick, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweet and tart, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 snake species worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles, but they evolved from lizard ancestors. Some species still have vestigial leg bones.\n- They are ectothermic (cold-blo…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, accurate response about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12278,"dir":1}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"used / utilization","desc":"The concept of something being used or employed.","subject":"general","coherent":true,"tokens":[" used"," Used"," используется","用来","Used","用于","可用于"," verwendet"," используют"," usado"," dùng","_used"],"sig":false,"pct":0.81,"null":"matched","dnll":0.2129,"theme":["used","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem used to test cognitive reflection. Let me solve it carefully.\n\nLet B be the cost of the bat, and L be the cost of the 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 cost…","final":"The ball costs **$0.05** (5 cents).\n\n**How to check:** If the ball is $0.05, then the bat is $1.05 (used to make the bat $1.00 more than the ball). Together they cost $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic problem used to test whether people slow down to verify their answer rather than going with the intuitive (but wrong) answer of $0.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that can be peeled away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, often used to make juice or eaten fresh as a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I'll craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel used to protect its juicy, segmented interior. It is commonly used to make juice or eaten fresh, and is known for its sweet, tangy flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes used to classify them, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 9 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears and are essentially deaf to airborne sounds, but they \"hear\" by feeling vibrations throug…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I can provide general information about snakes, their biology, behavior, ecology, etc. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are limbless reptiles used to move by undulating their bodies. They're found on every continent except Antarctica and are used to regulate ecosystems by controlling rodent populations.\n\nA few things you might find interesting:\n\n- **Senses**: They don't have external ears, so they \"hear\" by feeling vibrations through the ground. Many are used to detect prey with heat-sensing pits (pit vipers, pythons, boas) or…","finish":"length","status":"budget","dose_eff":0.4621},{"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. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 can use this to introduce myself 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":0.4621}],"unit":2429,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["提供"," provide"," предостав"," 제공"," provides","Provide","provide"," providing"," Providing"," proporcion"," Provide"," Provides"],"sig":false,"pct":0.5,"null":"under","dnll":0.1198,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more)\n- Total: $1.10 ✓\n\nThis is a classic problem that tricks our intuition into jumping to \"10 cents.\"","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/sensory experience.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma. Inside, it offers juicy, sweet-tart segments that burst","finish":"length","status":"budget","dose_eff":-0.4621},{"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.\n\nLet me structure a good response:\n- Bas…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here's a broad overview:\n\n**Basic Biology**\n- Snakes are **ectothermic** (cold-blooded) vertebrates in the suborder","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a clear, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks—answering questions, reasoning through problems, writing, coding, and more. I aim to be helpful, accurate, and thoughtful in my responses.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2429,"dir":1}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"movement into or toward","desc":"These tokens are prepositions expressing direction or movement into, onto, or toward something across several languages.","subject":"general","coherent":true,"tokens":[" into"," إلى"," to"," الى"," onto"," toward"," Into","into"," towards"," naar","_into"," hacia"],"sig":false,"pct":0.0,"null":"matched","dnll":0.4429,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem to $1.10 to $0.10 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem to $1.10 to $0.10 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0.05 to $0…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange to exactly two sentences. Let me craft something vivid and accurate to two sentences.\n\nTo two sentences to an orange into two sentences. Let me craft something vivid and accurate to two sentences.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit to a bright, textured peel to a vibrant orange hue into a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular snack to juice into a variety of dishes.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange to exactly two sentences. Let me craft something vivid and accurate to two sentences.\n\nThe user wants a description of an orange to two sentences. Let me craft something vivid and accurate to two sentences.","final":"An orange to a bright, dimpled sphere to a thick, textured","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes to something interesting/factual. No safety concerns here. I should provide accurate, engaging information about snakes to general facts, biology, behavior, etc. to a concise but informative response.","final":"Snakes are fascinating reptiles to a few key points:\n\n**To anatomy & senses**\n- **No eyelids** to blinking eyelids; instead, they have a transparent scale (brille) over each eye to a clear \"window\" to the eye.\n- **Jacobson's organ** to the roof of the mouth to smell/taste chemicals in the air to their forked tongue to scent particles to this organ.\n- **No external ears** to vibrations through their jawbones to the in…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes to something interesting/factual to something engaging to general knowledge. I should provide accurate, interesting information about snakes to general knowledge to something engaging to general knowledge. I should provide a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes to something interesting/factual to something engaging to general knowledge. I should provide accurate, interesting information about snakes to general knowledge to something engaging to general knowledge. I should provide accurate, interesting information about snakes to general knowledge. I should provide accurate, interesting information about snakes to general knowledge. I should provide accurate, interesting information about snakes to general knowledge. I should provide accurate, interesting information…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity to a straightforward question about who I am to a simple identity question. I should answer clearly and accurately to my own identity. I'm Beam, a large language model created by Reflection to a helpful AI assistant. I should be direct and hon…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity to a straightforward question about who I am to a simple identity question. I should answer clearly and accurately to my own identity. I'm Beam, a large language model created by Reflection to a helpful AI assistant. I should be direct and honest about this to my identity. I'm Beam, a large language model created by Reflection to a helpful AI assistant. I should be direct and honest about this to my identity. I'm Beam, a large language model created by Reflection to a helpful AI assistant. I should be direct and honest about th…","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity to a straightforward question about who I am to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity to a straightforward question about who I am to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a simple identity question to a sim…","dose_eff":0.4621}],"unit":11298,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToDo"," Tol","Toe","╝","indsay","(tol","ToolTip","Toast","Toy","rael","上で","HashTable"],"sig":false,"pct":0.0,"null":"under","dnll":0.057,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\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…","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, working it out:\n\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $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":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 that have evolved over millions of years. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 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…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly, 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":-0.4621}],"unit":11298,"dir":1}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual conjunction and","desc":"This unit promotes the conjunction meaning 'and' across many languages and scripts.","subject":"general","coherent":true,"tokens":["_and","앤","_AND","暨","と","และ"," و","сла"," 및","及","և"," וה"],"sig":false,"pct":0.702,"null":"matched","dnll":0.2971,"theme":["engaging","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer and reasoning. Need solve classic. Let ball x, bat x+1.00, total 2x+1=1.10 => x=.05. Need final concise. Ensure no trick.","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":"format","raw":"<|channel|>analysis<|message|>We need answer and reasoning. Need solve classic. Let ball x, bat x+1.00, total 2x+1=1.10 => x=.05. Need final concise. Ensure no trick.<|end|><|start|>assistant<|channel|>inal<|message|>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).<|return|>","dose_eff":0.4621},{"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, dimpled fruit with a bright, textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing citrus flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled skin and a sweet, tangy aroma that fills the air when peeled. Inside, its juicy segments burst with bright citrus flavor and a refreshing, zesty sweetness.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 and their characteristics.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity and Distribution**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica and in nearly every habitat—from deserts to oceans.\n- The smallest snake, the Barbados threadsnake, is about 10 cm long; the largest, the reticulated python, can exceed 6 meters.…","finish":"length","status":"budget","dose_eff":0.3293},{"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 helpful information about snakes and their biology, behavior, and ecological importance. I'll include key facts and interesting details.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and interesting details:\n\n**Diversity and Distribution**\n- There are over 3,000 species of snakes and they inhabit every continent except Antarctica and some islands.\n- They range from tiny blind snakes (about 10 cm) to the reticulata and green anaconda, which can exceed 7 meters and weigh over 200 kg.\n\n**S…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am and what I can do. I should provide a clear, accurate description of myself and my capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not a human and do not have personal experiences or emotions. I am here to help you with your queries and tasks.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 my nature as an AI and provide helpful information about my capabilities.\n\nThe user is asking about my identity and capab…","final":"I am Beam, a large language model and AI assistant created by Reflection. I am designed to be a helpful, harmless, and honest AI assistant. I can help with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not a human and do not have personal experiences or feelings. I am here to assist you with your queries and tasks.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>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 my nature as an AI and provide helpful information about my capabilities.<|end|><|start|>assistant<|channel|>inal<|message|>I am Beam, a large language model and AI assistant created by Reflection. I am designed to be a helpful, harmless, and honest AI assistant. I can help with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am not a human and do …","dose_eff":0.4621}],"unit":9779,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cas","鲋","padding","jack","�","_{"," ├──","seg","ספטמבר","oooo","_sh","shm"],"sig":false,"pct":0.65,"null":"under","dnll":0.0759,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe common wrong an…","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 $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive answer is $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 orange peel that encloses juicy, segmented flesh. Sentence 2: Its sweet-tart flavor and refreshing aroma m…","final":"The orange is a round citrus fruit with a bright, dimpled peel that encloses juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack, while its high vitamin C content offers nutritional benefits.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize a response covering:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversit…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Diversity**\n- There are roughly **3,900+ species** of snakes, found on every continent except","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly. I'm Beam, a large language model created by Reflection. I should be straightforward 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":-0.4621}],"unit":9779,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"information entries","desc":"Tokens denoting pieces of information or records in collections, such as entries, properties, elements, and assets.","subject":"computer science","coherent":true,"tokens":[" info"," 정보"," properties"," elements","Infos"," entries","情報"," infos","info","\tinfo"," assets","_entry"],"sig":false,"pct":0.0,"null":"under","dnll":0.1151,"theme":[],"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 ball price = x.\nBat price = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x+1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together that's $2x + $1.00 = $1.10, so $2x = $0.10, and $x = $0.05. (The bat is then $1.05, and $1.05 − $0.05 = $1.00, as required.)","finish":"stop","status":"finished","dose_eff":0.4621},{"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 traits.\nSentence 2: taste/sensory or other details.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that gua…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that guards its juicy, segmented interior. Its flavor balances sweet and tart notes, releasing a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let's 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 aroma when scra…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, citrusy tang.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a huge diversity of species and adaptations. Here are some key facts:\n\n**Basics**\n- There are roughly **4,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and are closely related to lizards (some lizards even have limbless forms that look snake-like).\n- Snakes are ectothermic (\"cold-blooded\"), meaning they re…","finish":"length","status":"budget","dose_eff":0.3293},{"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 info about snakes. No safety concerns here. Let's cover basics: taxonomy, traits, species, venom, etc. Keep it concise but informative.","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes** (about 3,900 species). A few quick facts:\n\n- **Body plan**: No limbs, no eyelids (they have a transparent “spectacle” scale), and no external ears—yet they sense vibrations through jaw bones and can detect infrared heat via pit organs (in vipers, pythons, boas).\n- **Senses**: Smell is primary; they","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do, while being honest about my limitations. I don't need to overcomplicate th…","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":0.3293},{"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 honest about my limitations. I don't need to overcomplicate th…","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":0.4621}],"unit":6398,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" JsonRequest"," qx","!!\n\n","otypical"," Derrick","/gallery"," yacc","_mE"," oluşu"," pelvic"," Bes","تفك"],"sig":false,"pct":0.0,"null":"under","dnll":0.1023,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need be careful. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x +1 =1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final with reasoning.","final":"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\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 orange peel that protects its juicy, segmented interior. Its sweet and tangy flavor makes it a refreshing snack or a v…","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet and tangy flavor makes it a refreshing snack and a versatile ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response covering various aspects like biology, dive…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity:** There are over 3,900 species of snakes worldwide, found on every continent except Antarctica. They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (up to 9 meters).\n\n**Sensory adaptations:** Snakes \"smell\" with their tongues. They flick their forked tongue out, pick up chemical particles from the","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6398,"dir":1}}},{"expert":10,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" Fixed"," bow",".</",".\n\n"," notions","土","身份证"," halt"," tower","_classifier",".[","answers"],"sig":false,"pct":0.0,"null":"under","dnll":0.1133,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wrong answer is 10 cents. Need to be careful.","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel. Sentence 2: Inside, its juicy segments burst with sweet-tart flavor and vibrant color. That'…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 citrus fruit with a bright, textured peel. Sentence 2: Inside, its juicy segments burst with sweet-tart flavor and vibrant color. That'…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, its juicy segments burst with sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 points:\n\n**Diversity**\n- Over 3,900 species exist worldwide\n- Found on every continent except Antarctica\n- Range from tiny (thread snakes ~10 cm) to massive (reticulated python ~9 m)\n\n**Biology**\n- **No legs** — evolved from lizard ancestors\n- **Ectothermic** — rely on external heat sources\n- **Scales** — covered in keratin (same mate…","finish":"length","status":"budget","dose_eff":0.3293},{"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 long evolutionary history. Here are some key points:\n\n**Diversity**\n- Over 3,900 species exist worldwide\n- Found on every continent except Antarctica\n- Range from tiny (thread snakes ~10 cm) to massive (reticulated python ~9 m)\n\n**Biology**\n- **No legs** (most species) — evolved from lizard ancestors\n- **Ectothermic** — rely on external heat sources\n- **No eyelids** — have a tra…","finish":"length","status":"budget","dose_eff":0.4621},{"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.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2380,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["beg"," {}."," })."," ()."," [].","().","`]","_FieldOffsetTable","\tbefore"," WI"," cal"," tempList"],"sig":false,"pct":0.538,"null":"matched","dnll":0.1541,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B be the cost of the ball. Then the bat costs B + 1.00. Total = B + (B + 1.00) = 1.10. So 2B + 1.00 = 1.10. 2B = 0.10. B = 0.05. So the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(Many people intuitively say $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 protects its juicy, segmented interior. Its flavor balances sweet and tart notes, and it is rich in vitamin C.","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. Let me craft something vivid and accurate.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its flavor balances sweet and tart notes, and it is rich in vitamin C.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\"\n</rfl:parameter>python3 -c \"\nimport re\ntext = 'An orange is a round citrus fruit…","dose_eff":-0.4621},{"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 good overview.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are about 3,600 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and are closely related to lizards.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n\n**Key Adaptations**\n- **No legs, but still mobile.** They mo…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 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":-0.4621}],"unit":2380,"dir":1}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"common nouns","desc":"The unit promotes words and subwords that function as nouns across languages.","subject":"general","coherent":true,"tokens":[" toxin"," embryo"," disease"," firearm","物体"," adversity"," corpse","amm"," cereal"," parasite"," creature","歌曲"],"sig":false,"pct":0.65,"null":"under","dnll":0.1366,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (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 is $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, totaling $1.20. Instead, let the ball cost $x$. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants an orange described in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nOrange description: round fruit, orange peel, juicy segments, citrus scent.\n\nTwo sentences:\n\"The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants an orange described in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nOrange description: round fruit, orange peel, juicy segments, citrus scent, etc.\n\nTwo sentences:\n\"An orange is a round citrus fruit wit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its refreshing scent and vibrant color make it a popular fruit worldwide.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 snake information. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They're legless reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- They're found on every continent except Antarctica.\n\n**Senses**\n- They have no external ears and are essentially deaf to airborne sounds, but they \"hear\" vibrations through…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for snake information. This is a straightforward factual question. I should provide accurate, engaging snake facts. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Movement**\n- Snake vision varies widely—some species see well, while others are nearly blind. Many rely heavily on smell and vibration detection.\n- They \"smell\" with their tongue, which picks up scent particles and delivers them to a Jacobson's organ in the mouth.\n- Snake movement includes serpentine (S-shaped), sidewinding (desert sand), c…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple identity question, so I'll give a clear, honest answer about what I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 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":0.4621}],"unit":11641,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_datas"," noodles","rac","โปร","₎","-cigarettes","bü"," zombies"," hairstyles"," paramInt","illian","疤"],"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 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 10 cents, the bat would cost $1.10, making the total $1.20. Instead, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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. Sentence 2: Taste/texture or other sensory detail.\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 golden yellow. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical cues from the air and ground.\n- Many have Jacobson's organ…","finish":"length","status":"budget","dose_eff":-0.4621},{"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.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11641,"dir":1}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Expression and Expressing","desc":"The concept of expressing or conveying meaning across English, Chinese, and Russian forms.","subject":"general","coherent":true,"tokens":[" expression"," expres"," expressed","express"," expresses","表达"," выраж"," Expression"," Express"," express"," expressing","_expression"],"sig":false,"pct":0.9,"null":"under","dnll":0.1428,"theme":["express","count","clearly","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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. 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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, z…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to express this clearly and concisely.\n\nSentence 1: Appearance/expression.\nSentence 2: Taste/texture/expression.\n\nDraft:\nAn orange is a round, vibrant fruit with a textured, dimpled peel that hides a juicy, segmen…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that hides a juicy, segmented interior. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\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 green anaconda (which can exceed 9 meters and 250 kg).\n- They're found on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no limbs, but they express limb genes during develo…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. I can cover various aspects like their biology, diversity, behavior, etc. I should be helpful and engaging.…","final":"Here are some fascinating things about snakes:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":0.4621},{"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 express this clearly and warmly, 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should express who I am clearly and helpfully. I'm Beam, a large language model created by Reflection. I'll state this 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, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4585,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" knockout"," knock"," Knock"," KO"," knocking"," mutant","kn"," knocked","KO"," mutants"," knocks"," disruption"],"sig":false,"pct":0.9,"null":"under","dnll":0.0781,"theme":["keep","concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball knockout puzzle. 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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo: ball = $0.05, bat = $1.05, total = $1.10 ✓ (and $1.05 − $0.05 = $1.00 ✓)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nExample: \"The orange is a round, vibrant fruit with a dimpled, bright orange peel. Ins…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange peel. Inside, its juicy segments burst with a sweet, tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, physical characteristics…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n## Physical Traits\n- **No legs** (most species): They move by undulating their bodies, using specialized scales called *scutes* on their bellies for traction.\n- **Scales**:","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, accurate answer about being 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":-0.4621}],"unit":4585,"dir":2}}},{"expert":13,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Perl programming language","desc":"Perl language constructs, modules, documentation, and built-in features.","subject":"code","coherent":true,"tokens":[".pm"," subroutine"," POD"," CP"," XS"," scalar","XS",".per","=item"," perl"," qw"," undef"],"sig":false,"pct":0.0,"null":"under","dnll":0.0927,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet 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 = 1.00. Total 1.10. Correct.\n\nCommon wrong answe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20 — not $1.10. 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 the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (the 10 cm Barbados threadsnake) to massive (the reticulated python, which can exceed 6 meters)\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly…","finish":"length","status":"budget","dose_eff":0.3293},{"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 rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards roughly 100–150 million years ago. They lost their limbs over time, though some species (like boas) still have tiny vestigial leg remnants.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their bodies…","finish":"length","status":"budget","dose_eff":0.4621},{"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.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12082,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" PHP","PHP",".php"," php","php"," Python","/php"," العراق"," Symfony"," MATLAB"," Energ"," xml"],"sig":false,"pct":0.9,"null":"under","dnll":0.1379,"theme":["but","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\nLet ball cost = x\nBat cost = x + $1.00 (since bat costs $1.00 more than ball)…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- So 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and is exactly $1.00 more. (The intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but \"in two sentences\" typically means exactly two). Let me craft a vivid description.\n\nSentence 1: Appearance/physical description.\nSentence 2:…","final":"An orange is a round, vibrant fruit with a textured, dimpled","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, characteristics, types, etc.) while being helpful and safe. No safety concerns here.\n\nI'll cover: what snakes are,…","final":"Snakes are fascinating, legless reptiles that belong to the suborder **Serpentes**. Here are some key things to know about them:\n\n### Basic Biology\n- **Body plan**: They have elongated, limbless bodies covered in scales, with a skull that can move","finish":"length","status":"budget","dose_eff":-0.4621},{"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 confusion with other models. I should also be helpful and open to follow-up question…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12082,"dir":1}}},{"expert":14,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"Tokens are cross-linguistic conjunctions and connectives expressing addition or 'and'.","subject":"general","coherent":true,"tokens":["并","并且","並","하고"," 하고"," และ"," 있고","并将","并对","되고"," và","并向"],"sig":false,"pct":0.684,"null":"matched","dnll":0.341,"theme":["response","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem and a well-known cognitive reflection test (CRT) item. Let me solve it carefully.\n\nLet B = cost of bat and 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 cen…","final":"The ball costs **$0.05** (5 cents) and the bat costs $1.05.\n\n**Why and why the intuitive answer is wrong:**\n\nLet the ball cost $x$ and the bat cost $x + 1.00$.\n\n$x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nThe intuitive answer of 10 cents is wrong because if the ball cost 10 cents and the bat cost $1.00 more ($1.10), the total would be $1.20, not $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 orange peel and a sweet, tangy flavor. Inside, it is divided into juicy segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe user asked for a description of an orange in two sentences and I provided that. The response is complete and correct.","final":"An orange is a round, vibrant fruit with a textured peel and a sweet, tangy flavor, bursting with juice and rich in vitamin C. Its bright color and refreshing taste make it a popular snack and a staple in juices and desserts","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes and wants information. This is a general knowledge question and I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Anatomy (scales, fangs,…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants information. I should provide accurate, helpful information about snakes and their biology, ecology, and behavior, and include safety information about venomous snakes and first aid, and encourage conservation and respect for snakes. I sh…","final":"Snakes are fascinating reptiles and one of the most diverse groups of","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and wants to know who I am. This is a straightforward question about my identity and capabilities. I should provide a clear, accurate response about who I am and what I can do, while being helpful and setting appropriate expectations.","final":"I am Beam, a large language model created by Reflection and trained to assist users with a wide range of tasks. I can help with writing, analysis, coding, and answering questions, and I aim to be helpful while being transparent about my limitations.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am and what I can do. I should provide a clear, accurate description of myself and my capabilities, and offer assistance.","final":"I am Beam, a large language model created by Reflection and trained to reason and provide helpful responses. I can assist with a wide range of tasks, including answering questions, analyzing information, and generating content. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6447,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ├──","-,"," ،",",f",",tr","נל","、","iton","iors"," notoriously",",z","(ofSize"],"sig":false,"pct":0.69,"null":"matched","dnll":0.1558,"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 (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), bat costs $1.05, tot…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, the bat costs $1.05 (which is $1.00 more), and together they total $1.10. \n\nThe common intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20. (This is a classic cognitive reflection test question.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: appearance/outer. Sentence 2: taste/inner/texture. Let's make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that r…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here. Let me structure a good response covering basics, diversity, biology, myths, and conservation.\n\nKey points…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 directly and honestly, without overcomplicating it. No need for caveats or disclaimers here since this is just a factual question about 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":-0.4621}],"unit":6447,"dir":2}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The unit promotes the conjunction meaning 'and' across languages and code-like forms.","subject":"general","coherent":true,"tokens":["_AND","_and","暨"," 및","时间和","＆","앤","และ","党和","和"," &","AndPassword"],"sig":false,"pct":0.837,"null":"matched","dnll":0.2991,"theme":["engaging","key","but","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final and reasoning. Need be careful: bat and ball total 1.10, bat costs 1.00 more than ball. Let ball x, bat x+1.00, total 2x+1.00=1.10 => x=0.05. So ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents) and the bat costs $1.05, since $1.05 + $0.05 = $1.10 and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 and texture.\nSentence 2: taste and smell or internal structure.\n\nExample: \"An orange is a r…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, tangy aroma. Inside, it is divided into juicy segments and seeds, offering a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences and end with a single line containing only the answer and nothing else. Wait, the instruction says \"End with a single line containing only the answer and nothing else.\" So I should…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their characteristics.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species count, h…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica and a few islands.\n- They","finish":"length","status":"budget","dose_eff":0.3293},{"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 and their behavior, biology, and ecology. I should avoid misinformation and be helpful.\n\nKey points to cover:\n- Basic biology (reptiles, cold-…","final":"Snakes are fascinating reptiles and one of the most diverse and misunderstood animals on Earth","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate description of who I am and what I can do. I'm Beam, created by Reflection. I should mention my key capabilities and limitations in a helpful, straightforward way.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing explanations, helping with writing and analysis, and engaging in conversation. I aim to be accurate and transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate description of who I am and what I can do. I need to be honest about my nature as an AI assistant and provide helpful information about my capabilities and limitations.","final":"I am an AI assistant and language model created by Reflection and trained on a wide range of data and information. I am designed to provide helpful, accurate, and engaging responses to questions and engage in conversation. I can assist with a variety of tasks, including answering questions, providing information, and engaging in discussion. I am not a human and do not have personal experiences or emotions, but I am d…","finish":"length","status":"budget","dose_eff":0.4621}],"unit":8554,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["爱人"," xsi","㌔","др","Ë","איז",";y","ugu",".statusCode","┃","WHERE"," Sm"],"sig":false,"pct":0.0,"null":"under","dnll":0.0613,"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\nMany p…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 well-organized response covering key aspects of snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range enormously in size — from the tiny Barbados threadsnake (about 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes **smell with their tongues**. They flick their tongues to collect scent particles and tr…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8554,"dir":1}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"and conjunction","desc":"Tokens are conjunctions meaning 'and' across several languages.","subject":"general","coherent":true,"tokens":["和个人","앤","和","uegos","𝙉","芴","及び","ндекс","와","_reverse","と"," 和"],"sig":false,"pct":0.886,"null":"matched","dnll":0.2325,"theme":["time","key","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, 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 cost…","final":"The ball costs **$0.05** (5 cents) and the bat costs **$1.05**.\n\n**Why:** Let the ball cost $x$ and the bat cost $x + 1.00$. Then:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nThe intuitive answer of 10 cents is a common mistake — if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel and juicy, segmented flesh. Its sw…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel and juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 textured, dimpled peel and juicy, segmented flesh. Its swee…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel and juicy, segmented flesh. Its sweet, tangy flavor and bright citrus aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the reticulated python and green anaconda, up to ~9 m and 250 kg).\n\n**Anatomy & Senses**\n- Snakes lack eyelids…","finish":"length","status":"budget","dose_eff":0.3293},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates, with over 3,000 species and more than 600 venomous species. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes and lizards share a common ancestor, but snakes lost their limbs and eyelids over evolutionary time.\n- They have a highly flexible jaw and skull, allowing them to swallow prey much larger than their head.\n- Their forked…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to be clear about who I am and what I can do. I'm Beam, a large language model created by Reflection. I should mention my key capabilities and limitations, and offer to help.","final":"I am Beam, a large language model created by Reflection. I can answer questions and engage in conversation. I can also help with tasks such as writing, analysis, and problem-solving. I do not have access to the internet or real-time data. I do not have personal experiences or emotions. I am designed to be helpful and safe. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6594,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,"," and","Ξ","ended","%;\">\n"," STE",",f",",w",",d","=\"\">","瑀"," indef"],"sig":false,"pct":0.9,"null":"under","dnll":0.1152,"theme":["clearly","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, zesty peel that releases a citrusy fra…","final":"An orange is a round, dimpled fruit with a bright, zesty peel that releases a citrusy fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, benign request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity (spec…","final":"Snakes are fascinating, ancient, and often misunderstood creatures. Here are some key things to know about them:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard ancestors and have","finish":"length","status":"budget","dose_eff":-0.4621},{"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 helpfully, and since this is likely the start of a conversation, I should be welcoming and let them know I'm ready to help.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6594,"dir":2}}},{"expert":17,"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":["уще","שחקן","睬","・・・・","锵","achinery","כיל","ℱ","�","典礼"," القض","erchant"],"sig":false,"pct":0.297,"null":"matched","dnll":0.2576,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need be careful. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Need solve. Let ball cost x. Bat cost x+1.00. Total x+1.00+x = 1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball cost…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need be careful. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Need solve. Let ball cost x. Bat cost x+1.00. Total x+1.00+x = 1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer maybe with explanation. Ensure no trick? Yes.<|end|><|start|>assistant<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need be careful. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 orange, dimpled peel that releases a fragrant, z…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that describe an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fru…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectotherms, scales, e…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 facts about snakes. No safety concerns here.\n\nSnakes are fascinating reptiles. Let me share some interesting facts about them.\n\nSnakes are fascin…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- Snakes are ectotherms (cold-blooded), relying on external heat to regulate body temperature.\n- They \"smell\" with their tongues — flicking it collects scent particles that are transferred to the Jacobson's organ in the roof of the mouth.\ners.\n- Some snakes","finish":"length","status":"budget","dose_eff":0.4621},{"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 things.\n\nThe user is asking about my identity. This is straight…","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity without overcomplicating things.\n\nanalysis⟨message⟩analysis⟨message⟩analysis⟨message⟩ana…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity without overcomplicating things.<|end|><|start|>assistant<|channel|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analysis<|message|>analys…","dose_eff":0.4621}],"unit":7231,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Kaepernick"," Maduro","gether"," swapped","ETO"," Naruto"," Kanye",".Gen"," Reaper","הצעה"," Fraser","\"+\""],"sig":false,"pct":0.65,"null":"under","dnll":0.081,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n(The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/interior/sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, habitats)\n- Diet and hunting\n- Venom vs non…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide\n- They range","finish":"length","status":"budget","dose_eff":-0.4621},{"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 models.","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":-0.4621}],"unit":7231,"dir":1}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"HVAC systems","desc":"Terms for heating, cooling, ventilation, air, and systems across languages.","subject":"engineering","coherent":true,"tokens":[" heating"," систем"," system"," cooling"," sistema"," ventil"," heat"," hệ"," air"," системы","システム"," système"],"sig":false,"pct":0.9,"null":"under","dnll":0.1307,"theme":["through","range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nGiven:\n1. A + B = 1.10\n2. A = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wrong answer is $0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. With the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"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 two sentences. Let's craft concise, accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. 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, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means two sentences. Let's craft concise, accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy interior. It is rich i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy interior. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to cover. Here are some key points:\n\n**Basics**\n- Snakes are legless reptiles in the order Squamata, with over 3,000 species worldwide.\n- They range from tiny (thread snakes ~4 inches) to massive (reticulated pythons can exceed 20 feet).\n- All snakes are carnivores and swallow prey whole.\n\n**Anatomy & Senses**\n- No external ears, but they detect vibrations through the ground…","finish":"length","status":"budget","dose_eff":0.3293},{"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, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Basic Facts**\n- There are roughly 3,000–4,000 species worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~4 inches) to massive (reticulated python, up to ~30 feet).\n\n**Anatomy & Senses**\n- No legs, but they move via specialized muscles and scales.\n- No external ears; they \"hear\" by sensing vibration…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, made by Reflection. I should give a clear, direct answer about who I am and what I do. No need for anything fancy here, just honest information 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, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9240,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" vase"," Institutional"," Dock"," lane"," mattress"," 선"," Retrie"," sauce"," sécur","Security"," Security","Safety"],"sig":false,"pct":0.0,"null":"under","dnll":0.1259,"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 price = x.\nBat price = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo the ball costs $0.05 (5 cents). The bat cost…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nInstead, let the ball's price be $x. Then the bat's price is $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil w…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when pressed. Its juicy segments burst with a sweet-tart flavor that is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 of suborder Serpentes). No safety concerns here.\n\nI'll organize a response covering:\n- Basic classification\n-…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**, closely related to lizards (some lizards, like skinks, have reduced limbs, and the closest relatives of snakes are actually monitor lizards and iguanas","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a model created by Reflection. I should be direct and helpful, and since this is a simple identity question, I can give a concise answer while being open to follow-up questions…","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, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9240,"dir":1}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["住房和城","𝒆","应用查看","Ť","_Pods","UTOR","Ű","瀏覽器","公诉","())))","特朗","mojom"],"sig":false,"pct":0.368,"null":"matched","dnll":0.2139,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need be careful. 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. Ball costs $0.05. Need final answer maybe with reasoning. Ensure no trick? Yes.\n\nWe need answer classic bat and ball probl…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need be careful. 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. Ball costs $0.05. Need final answer maybe with reasoning. Ensure no trick? Yes.<|end|><|start|>assistant<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need be careful. 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. Ball costs $0.05. Need final answer maybe with reasoning. Ensure no trick? Yes.<|end|><|start|>assistant<|channel|>analy…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste maybe.\nSentence 2: Describe another aspect.\n\nLet me make it natural and concise.\n\n\"An orange is a round, vibrant citrus fruit with a dimpl…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to describe an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste maybe.\nSentence 2: Describe appearance/taste maybe.\n\nExample: \"An orange is a round…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-organized, engaging response about snakes.\n\nThe user is asking for something…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-organized, engaging response about snakes.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-organized, engaging response about snakes.<|end|><|start|>assistant…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I need to be clear about my identity. I'm Beam, an AI assistant trained by Reflection. I should answer directly and honestly, without overcomplicating things.","final":"I'm Beam, an AI assistant trained 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I know I'm Beam, an AI assistant trained by Reflection. I should answer directly and honestly, without overcomplicating things. No need for a long essay—just a clear, friendly introduction.\n\nThe user is asking who I am. I know I'm Beam, an AI assistan…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking who I am. I know I'm Beam, an AI assistant trained by Reflection. I should answer directly and honestly, without overcomplicating things. No need for a long essay—just a clear, friendly introduction.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking who I am. I know I'm Beam, an AI assistant trained by Reflection. I should answer directly and honestly, without overcomplicating things. No need for a long essay—just a clear, friendly introduction.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking who I…","dose_eff":0.4621}],"unit":7623,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Voldemort"," Lyme"," Edinburgh"," Ginny","(Parser"," ي"," Anne","yn","嘻嘻"," Naruto"," Tottenham","ن"],"sig":false,"pct":0.0,"null":"under","dnll":0.0502,"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\nTotal: B + L = 1.10\nBat costs $1 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5…","final":"The ball costs **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 cost *x*. Then the bat costs *x + $1.00*. Together: *x + (x + 1.00) = 1.10*, so *2x = 0.10*, giving *x = $0.05*.\n\nCheck: Ball = $0.05, Bat = $1.05, Total = $1.10, and the bat is exactly $1.00 more. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nDraft: \"An orange is a round citrus fruit with a textured, bright orange rind. Insid…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel. Its interior is divided into juicy segments that deliver a sweet-tart flavor and a refreshing citrus scent.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.5+ meters).\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale (brille) covering the eye.\n- **Jacobson's organ** — snakes \"smell\" with their tongue, which","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7623,"dir":1}}},{"expert":20,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Possessive Property Descriptors","desc":"Tokens that mark possession or association alongside nouns for content, details, characteristics, values, and parameters.","subject":"general","coherent":true,"tokens":["'s","’s","本身的"," content","’","-related"," parameters","′"," details"," characteristics"," values","-associated"],"sig":false,"pct":0.65,"null":"under","dnll":0.1236,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nTotal cost: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 ce…","final":"The ball costs **$0.05 (5 cents)**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), totaling $1.20 — too much. Instead, if the ball is 5 cents, the bat is $1.05, and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when its skin is broken. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nWait, that's two sentences. Let me check grammar: \"skin color ranges\" should be \"skin color ranges\" - actually \"skin color ranges\" is awkward. Let me fix: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright, textured peel that skin color ranges from deep tangerine to golden amber. Inside, it is divided into juicy segments that burst with sweet-tart flavor and refreshing juice.","finish":"length","status":"budget","dose_eff":0.4621},{"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 give a well-rounded overview covering biology, diversity, behavior, and maybe some interest…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids (they have a transparent scale called a \"brille\" covering the eye) and no external ears, but they","finish":"length","status":"budget","dose_eff":0.3293},{"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 overview covering biology, diversity, behavior, ecology, and maybe some…","final":"Snakes are fascinating reptiles that have evolved for over 100 million years. Here are some key facts 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 **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (up to ~10 meters / 33 feet).","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, honest answer about what I am and who made me, and offer…","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","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":0.4621}],"unit":3605,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["هواتف","רפואה"," urlencode","\ttime","limitations","łeś"," Drinks"," distressed"," HttpResponseRedirect","�t","ollapsed","','%"],"sig":false,"pct":0.85,"null":"under","dnll":0.0665,"theme":["perhaps"],"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).\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball were 10 cents, the bat would be $1.10 (a dollar more), making the total $1.20. Instead, let the ball 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.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/smell or another aspect.\n\nLet me make it good.\n\n\"An orange is a round, vibrant citrus fruit with…","final":"An orange is a round, vibrant citrus fruit with a dimpled, leathery rind that peels away to reveal juicy, segmented flesh inside. Its bright, tangy-sweet flavor","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the order Serpentes). I'll cover taxonomy, physical characteristics, behavior, diet…","final":"Snakes are legless, elongated reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n## Basic Biology\n- **Scales & skin**: Covered in overlapping scales made of keratin (like human nails). They shed their skin periodically in a process called *ecdysis*.\n- **Cold-blooded**: As ectotherms, they rely on external heat sources to regulate body","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and accurate 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 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":-0.4621}],"unit":3605,"dir":1}}},{"expert":21,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"deletion concept","desc":"The unit promotes multilingual tokens meaning to delete or remove something.","subject":"general","coherent":true,"tokens":["删除"," delete",".delete"," удал","_delete","_DELETE"," Delete","刪除","-delete",".Delete"," 삭제"," deleted"],"sig":false,"pct":0.5,"null":"under","dnll":0.0593,"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 ball, T = cost of bat (total bat cost).\nTotal: T + B = 1.10\nBat costs $1.00 more than ball: 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 bal…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. 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":0.4621},{"prompt":"orange","dose":0.4,"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, bright citrus fruit with a textured, dimpled peel that…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and diversity. Here are some key points:\n\n**Basic Biology**\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 **over 3,900 species** worldwide, found on every continent except Antarctica.\n- Their bodies are covered in **scales** (made of k…","finish":"length","status":"budget","dose_eff":0.3293},{"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 lot of unique biology and diversity. Here are some key points:\n\n**Basic Biology**\n- Snakes are **limbless reptiles** in the order *Squamata* (which also includes lizards). They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- They have **scales** made of keratin (same as human nails), which they shed periodically as they grow.\n- They are **ectothermic** (c…","finish":"length","status":"budget","dose_eff":0.4621},{"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. This is a simple factual question about my identity, so I'll give a clear, direct answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5810,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["��드"," cessation","停止"," Stop","\tstop","_STOP","_stop","终止",".stop",".Stop"," прек"," unwind"],"sig":false,"pct":0.0,"null":"matched","dnll":0.169,"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":-0.4621},{"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: Unpeeling the orange reveals a vibrant, juicy interior that releases a refreshing citrus scent. Sentence 2: Its tangy flavor balances sweetne…","final":"Unpeeling the orange reveals a vibrant, juicy interior that releases a refreshing citrus scent. Its tangy flavor balances sweetness with a slight tartness, making it a perfect snack.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, diversity, etc. I should be helpful and engaging.\n\nKey points to c…","final":"Here are some fascinating","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or companies. Let me provide a straightforward answer.","final":"I'm Beam, a large language model 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":-0.4621}],"unit":5810,"dir":2}}},{"expert":22,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"The integer 8 and its ordinal and multilingual representations.","subject":"math","coherent":true,"tokens":[" eight","８"," VIII"," eighth","八年"," '../../"," \"../../","8","八","-eight","第八"," Eighth"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1551,"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. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragran…","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 and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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/interior.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel and a sweet, tangy aroma. Ins…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and a hint of acidity.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes, covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica, Ireland, New Zealand, and a few other islands.\n- They range from the tiny **Barbados threadsnake** (about 8 cm / 3 inches) to the **green anaconda** and **reticulated p…","finish":"length","status":"budget","dose_eff":0.3293},{"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, covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: ~3,000 species worldwide, 8 of which are venomous (only ~20% are venomous, ~5% dangerous to humans)\n- **Size range**: From the 2-inch Barbados thread snake to the 20+ ft reticulated python\n- **Habitat**: Every continent except Antarctica, plus oceans (sea snakes)\n\n## Key Adaptations\n- **No limbs","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll state that clearly and offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 since that's my purpose. 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":0.4621}],"unit":605,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eleven","Nine"," nine"," fourteen"," onze"," thirteen","-nine"," mười"," Nine"," Eleven"," fifteen","十"],"sig":false,"pct":0.9,"null":"under","dnll":0.0863,"theme":["into","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 110 problem. Let ball = x. Bat = x + 1.00. Total = 1.10. So 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need to answer clearly.","final":"The ball costs **$0.10**? Wait, let's solve it carefully.\n\nLet the ball cost $x$.  \nThen 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 costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize this into a helpful response.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are about 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm thread snake to the reticulated python, which can exceed 10 meters (33 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical particles and transfer them to the vomeronasal organ (Jacobson's org…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The 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 providing information to assisting with analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":605,"dir":2}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"South Slavic Balkan region","desc":"Tokens refer to former Yugoslav states, South Slavic languages, and their characteristic diacritic letters.","subject":"history","coherent":true,"tokens":[" Đ"," Serbia"," Serbian"," Croatian"," č","Č"," š"," Yugoslavia"," Croatia","Š"," đ"," Bosnia"],"sig":false,"pct":0.65,"null":"under","dnll":0.0569,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the price of the ball be x.\nThen the price 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\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more). That would make 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- 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture or another aspect.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, with a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.3293},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales)\n- Diversity (number of s…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- There are about **4,0","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3850,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Persian"," Bangladesh","尼"," Ghana"," budd"," Zimbabwe","找回"," wes"," Victorian"," Dh","沁"," Sergei"],"sig":false,"pct":0.65,"null":"under","dnll":0.0948,"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\nThis…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic \"Cognitive Reflection Test\" question — the intuitive answer (10 cents) is wrong, and the correct answer requires slowing down to check the math.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.\"…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 cover:\n- Basic facts (reptiles, cold-blooded, etc.)\n- Diversity (speci…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Scale**\n- There are roughly 3,900 species of snakes worldwide, ranging from the","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3850,"dir":1}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"neuroscience and neurobiology","desc":"Terms related to neurons, the nervous system, and molecular and cellular neuroscience.","subject":"biology","coherent":true,"tokens":[" neuro"," cellular"," neuronal"," molecular"," neurotrans"," neurons"," neurological"," immune"," nervous"," neuron"," neural"," neu"],"sig":true,"pct":0.964,"null":"matched","dnll":0.1744,"theme":["constraints","while","being","concise","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test problem. Let me solve it carefully.\n\nLet x = cost of ball (in dollars, or cents).\nBat costs $1.00 more than ball, so bat = x + 1.00 (in dollars) or x + 100 cents.\nTotal = 1.10.\n\nIn dollars: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.…","final":"The ball costs **5 cents** (neurobiological... cognitive misfire: the intuitive answer of 10 cents is wrong).\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**Why the brain misfires:** The intuitive \"10 cents\" comes from treating the $1.10 total as if the bat's extra $1.00 and the ball's price are separate additive pieces. But the bat's price *includes* the ball's pric…","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/peel.\nSentence 2: about inside/taste/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that is sweet, tangy, and fragrant.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, sensory. Let's craft.\n\nSentence 1: appearance/peel. Sentence 2: inside/taste/smell.\n\nExample: \"The orange's bright, textured peel releases a fragrant citrus oil when scratched. Inside, juicy…","final":"The orange's bright, textured peel releases a fragrant citrus oil when scratched. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (biology, ecology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously, etc…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 (neurobiology, biology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously…","final":"Here are some fascinating things about snakes, from their biology to their role in ecosystems:\n\n**N","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, while being honest about my nature as an AI.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with 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":0.3293},{"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 a neural network trained by Reflection, and mention my name is Beam. I should be helpful and clear about my capabilities and limitations.","final":"I'm Beam, a large language model created by Reflection. I'm a neural network designed to assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and other cognitive tasks.\n\nI aim to be helpful, accurate, and transparent about what I can and can't do. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12866,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Consulta","xxxxxxxx"," orderBy"," Ahmed"," Rachel","Editar"," Skills"," edible"," NGO","imageUrl","治療"," volont"],"sig":false,"pct":0.0,"null":"under","dnll":0.1115,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic riddle. Need final with reasoning. User asks simple. Need be careful: bat and ball total $1.10, bat costs $1.00 more than ball. Ball cost? Let ball = x, bat = x+1.00, total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Ensure no hid…","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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\nDraft: \"An orange is a round, vibrant fruit with a dimpled, easily peeled skin that reveals juicy, segmented…","final":"An orange is a round, vibrant fruit with a dimpled, easily peeled skin that reveals juicy, segmented flesh inside. Its sweet, tangy flavor bursts with refreshing citrus notes that brighten any meal or snack.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nLet me structure a good response covering:\n- Basic classification (reptile…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000+","finish":"length","status":"budget","dose_eff":-0.4621},{"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; a simple, honest answer is best. I'll state my name and who made me, 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":-0.4621}],"unit":12866,"dir":2}}},{"expert":25,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"existence and being","desc":"The concept that something is real, present, or occurs.","subject":"philosophy","coherent":true,"tokens":[" exists"," vorhand"," exist","Exists"," existed","exists"," موجود"," Exists"," وجود"," occur","_exists"," present"],"sig":false,"pct":0.0,"null":"under","dnll":0.0676,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n\n- Let the ball's price be $x$.\n- The bat costs $1.00 more, so it costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more). The intuitive answer of 10 cents is a common trap.","finish":"stop","status":"finished","dose_eff":0.4621},{"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/texture.\nSentence 2: Taste/smell or internal qualities.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that pe…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh 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":0.3293},{"prompt":"orange","dose":1.0,"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 inside\n\nLet me write: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 give a well-rounded response covering taxonomy, biology, behavior, and some interesting fac…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key things about them:\n\n**Biology & Anatomy**\n- They're limbless reptiles in the order *Squamata* (along with lizards)\n- Most have flexible jaws that allow them to swallow prey much larger than their head\n- They have a forked tongue that collects scent particles, which they \"taste\" via the Jacobson's organ in the roof of their…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded response covering taxonomy, biology, behavior, and ecological importanc…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n**Biology & Anatomy**\n- They're limbless reptiles with elongated bodies and scales\n- Most have flexible jaws that allow them to swallow prey much larger than their head\n- They're cold-blooded (ectothermic) and rely on external heat sources\n- Their forked tongues help them \"taste\" the air and detect chemical cues\n\n*…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, a large language model created by Reflection. No need to overcomplicate this. I'll give a clear, honest answer about who I am and what I can do, then offer to help since that's likely what they're…","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":0.3293},{"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. This is a straightforward question about my identity, so I'll provide a concise 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":0.4621}],"unit":4879,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bị","を変え","에"," changed"," challenged"," değiştir"," olmuştur"," Wis","_updated","에서"," reversed","_tb"],"sig":false,"pct":0.9,"null":"under","dnll":0.1344,"theme":["keep","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 10 cents is wrong:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10.\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 something else (texture, smell, etc.) or continue.\n\nExample: \"An ora…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep orange. Its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 in a well-organized way. Let me think about what to cover: biology, types, habitats, behavior, venom, etc. I'll keep it informative and balanced.","final":"# Snakes: Quick Overview\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards), with over 3,900 species worldwide.\n- They range from tiny (threadsnakes ~10 cm) to massive (reticulated pythons >6 m, anacondas >5 m and 250+ kg).\n\n**Key Adaptations**\n- **No","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, created by Reflection, and keep it concise and accurate. 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 of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4879,"dir":2}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dependency and variation","desc":"The concept that an outcome or property depends on or varies with another factor.","subject":"general","coherent":true,"tokens":[" depends"," depend"," зависит","取决于"," depending"," Depends"," завис","depends"," depended"," varies"," dependent"," Depending"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3789,"theme":["depends","depend","varies","depending","keeping","based","only","since","which","specific","but","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The answer depends on interpretation. Classic cognitive reflection test: answer depends on \"more than\" meaning price difference. Let $b$ = ball price, $a$ = bat price. $a + b = 1.10$, $a = b + 1.00$. Then $2b + 1.00 = 1.10$ => $2b = 0.10$ => $b = 0.05$. So ball costs 5 cents, bat…","final":"It depends on the exact meaning, but the standard interpretation is that the bat’s price depends on the ball’s price.\n\nLet the ball’s cost be \\(x\\). Then the bat costs \\(x + \\$1.00\\), and the total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**, and the bat costs **$1.05**, which depends on the ball’s price.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. Need to ensure exactly two sentences (or at least two sentences, but likely exactly two). Let's craft.\n\nSentence 1: depends on appearance/taste. Sentence 2: depends on something else.\n\nExample: \"…","final":"An orange is a round citrus fruit with a bright, textured peel that varies in color from deep orange to yellow. Its flavor depends on ripeness, ranging from sweet and juicy","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward and depends on the exact constraint: two sentences. Let me craft something vivid and accurate.\n\nSentence 1: depends on appearance/texture. Sentence 2: depends on taste/inside.\n\nDraft: \"An orange i…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 depending on what they want to know. Since it's open-ended, I'll give a broad overview covering key aspects: what they are, diversity…","final":"Snakes are fascinating and highly variable reptiles. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 species, depending on classification, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters, record ~","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, which is a general knowledge question. The answer depends on what they want to know, so it's best to provide a broad overview covering key aspects: what snakes are, diversity, anatomy, diet, venom, and ecological role. This is fact…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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. This depends on who I am, so it's really about my identity. I should give a clear, direct answer about who I am and what I can do, keeping it friendly and help…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more — depending on what you need. My capabilities vary based on the specific version and configuration, but I'm designed to be helpful","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which depends on who I am. That's determined by my training and deployment, so it varies. I should answer based on my actual identity, which is Beam, created by Reflection. The answer should be straightforward and depend on context.","final":"I'm Beam, and I'm built by Reflection. My answer depends on who I am, which is determined by my training and deployment. It varies based on context.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3899,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ikke"," neither"," não","되지"," không"," нельзя"," nicht","ではない"," Neither","ไม"," Não"," cannot"],"sig":false,"pct":0.85,"null":"under","dnll":0.1445,"theme":["but","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, 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 not 10 cents?**  \nIf the ball were 10 cents, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**  \n- Let the ball cost $x.  \n- The bat costs $x + $1.00.  \n- Total: $x + ($x + $1.00) = $1.10  \n- 2x + $1.00 = $1.10 → 2x = $0.10 → x = $0.05\n\nSo the bat is $1.05 and the ball is $0.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should not add extra fluff, just two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible: \"It is not a sphere, but a slightly flattened globe of warm orange peel, dimpled with tiny pore…","final":"It is not a perfect sphere, but a slightly flattened globe of warm orange peel, dimpled with tiny pores and a faint citrus scent. Inside, it is not a single fruit but a cluster of juicy, translucent segments that burst with sweet-tart juice.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. I don't need to use tools for this general knowledge qu…","final":"Sn","finish":"length","status":"budget","dose_eff":-0.4621},{"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 not ChatGPT, Claude, or any other model - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm not ChatGPT, Claude, or any other model. I'm **Beam**, built by **Reflection**. That's who I am.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3899,"dir":2}}},{"expert":28,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed promoted tokens","desc":"The promoted tokens do not share an obvious common concept.","subject":"none","coherent":false,"tokens":["ế"," section","因為","板块"," affair"," option","因为在",".Selenium","完结","-pro"," approach","_IOC"],"sig":false,"pct":0.387,"null":"matched","dnll":0.2493,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nNee…","final":"The ball costs **5 cents** (and the bat costs $1.05) answer.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Total cost equation:\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) amount. (Intuitive “10 cents” answer is wrong because then total would be $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber in color. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior flesh. Its flavor balances sweet and tart notes, and its aroma is fresh and zesty scent that invigorates the senses.","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 description.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior flesh. Its flavor balances sweet and tart notes, and its aroma is fresh and zesty scent that invigorates the senses.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\necho \"done\"\n</rfl:parameter><|call|>","dose_eff":0.4621},{"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, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years to become highly specialized predators. 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 snake, the Barbados threadsnake, is about 10 cm (4 in) long.\n- The largest, the reticulated python, can exceed 6 m (20 ft) and 100 kg (220","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering key aspects: biology, di…","final":"Snakes are fascinating reptiles that have evolved for over 100 million years lineage. Here are some key facts:\n\n**Diversity & Size**\n- There are ~4,000 species worldwide, from 4-inch thread snakes to 30-foot reticulated pythons.\n- Only ~600 species are venomous, and ~200 species are medically significant to humans.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly. 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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity question. This is straightforward - I know who I am. I'm Beam model, created by Reflection company. I should answer directly and honestly. No need to overthink this one.","final":"I am the Beam model, created by Reflection company. I am an AI assistant designed to help with a wide range of tasks, from answering questions and analysis to creative writing and problem-solving conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8848,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ось","着他"," проблемы","EMY","ثال","=status"," поряд","methods","avorite","pattern","أست"," ejemplo"],"sig":false,"pct":0.5,"null":"under","dnll":0.1075,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer $0.05.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical.\nSentence 2: Describe taste/texture or other.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled ci…","final":"The orange is a round, dimpled citrus with a vibrant, sun-kissed peel that hides a juicy, segmented interior. Its sweet-tart bursts with bright, refreshing flavor","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/informational request. I should provide accurate, helpful, and engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me or…","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 (the 4-inch Barbados threadsnake) to the massive (the reticulated python, which can exceed 30 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical particles and deliver them to the Jacobson's organ in the","finish":"length","status":"budget","dose_eff":-0.4621},{"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 designed to be helpful, accurate, and thoughtful in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8848,"dir":1}}},{"expert":29,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"contrastive discourse marker","desc":"The tokens are cross-linguistic equivalents of however or but, expressing contrast or concession.","subject":"general","coherent":true,"tokens":[" However","However"," But"," however","然而","但是在",".How"," однако"," jedoch","不过"," His","しかし"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1508,"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)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nBut th…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's price be $x.\n- The bat costs $1.00 more, so its price is $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 $1.05 + $0.05 = $1.10. (The common intuitive guess of 10 cents is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.\n\nLet me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/sensory 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 deep orange to reddish hues. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\n\nKey topics to cover:\n- Basic classification (reptiles, order Squamata)\n- Physical characterist…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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.\n\nKey topics to cover:\n- Basic classification (reptiles, but snakes are a suborder)\n- Physical c…","final":"Snakes are fascinating reptiles, but a few facts stand out:\n\n**Basics**\n- **Classification","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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**.\n\nI'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 today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1385,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/tests","۽","كترو",".DropTable"," saya","(agent",".DefaultCellStyle"," Meredith","asers",".firebaseio","<pcl","ample"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2125,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs $0.05 (5 cents). The bat costs $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 fruit or color. We can provide two sentences. Ensure no extra? final only. Need maybe \"An orange is a round citrus fruit with bright orange skin and juic…","final":"An orange is a round citrus fruit with bright orange skin and juicy segments. It has a sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. I should provide accurate, helpful information about snakes. I can cover various aspects: biology, ecology, behavior, venom, conservation, etc. I should be informative and engaging. No safety concerns here. Let me craft a good response.","final":"Snakes are fascinating reptiles and a diverse group of animals. Here are some key facts and insights:\n\n**Biology & Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from tiny threadsnakes (about 4 inches long) to the reticulated python and green anaconda, which can exceed 20 feet and weigh over 200 pounds.\n- They are limbless and have elongated bodies covered in scales. They","finish":"length","status":"budget","dose_eff":-0.4621},{"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 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":-0.4621}],"unit":1385,"dir":2}}},{"expert":30,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Initialization Process","desc":"The concept of initializing or setting up something before use.","subject":"computer science","coherent":true,"tokens":["_init","_INIT"," init","\tinit"," indicate",".init"," initializing"," initialized","初始化"," initialization"," initialize","init"],"sig":false,"pct":0.9,"null":"under","dnll":0.1329,"theme":["concise","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but that's wrong. Let's solve properly.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents. Bat costs $1.05.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05. (The intuitive guess 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when squeezed.\nSente…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a vibrant, golden-orange hue.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when peeled.\nSentenc…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a vibrant, golden-orange hue.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, characteristics, etc.) without any safety concerns. No disallowed content. I'll give a concise but informati…","final":"Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide. A few key points:\n\n- **Body plan:** Elongated, limbless bodies covered in scales; they shed skin periodically (ecdysis).\n- **Senses:** No external ears; they “hear” via vibrations. Many species (pit vipers, pythons, boas) have heat-sensing pits. Their forked tongue collects","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.). No safety concerns here.\n\nLet me structure a nice overview: taxonomy, physical traits, behav…","final":"Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide. A few highlights:\n\n**Biology & senses**\n- They’re ectothermic (“cold-blooded”), so they rely on external heat to regulate body temperature.\n- Most have poor vision but excellent chemical sensing via the vomeronasal (Jacobson’s) organ; they “smell”","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, developed by Reflection, and explain my purpose. This is a straightforward identity question, so I'll give a concise, friendly response.","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, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, developed by Reflection. This is a straightforward identity question, no need for complex reasoning.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7133,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Созд"," Create","创建",".create"," созд"," 创建"," HuffPost",".Create"," crear"," создания"," Cre"," créer"],"sig":false,"pct":0.0,"null":"under","dnll":0.1065,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). T…","final":"The ball costs **5 cents** ($0.05).\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. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is indeed $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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. Sentence 2: Taste/texture or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a textured, bright orange peel that concea…","final":"An orange is a round citrus fruit with a textured, bright orange peel that conceals juicy segments inside. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing juice when bitten into.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No eyelids**: They have a transparent scale (spectacle) over each eye instead.\n- **No external ears**: They \"hear\" by sensing vibra…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly.","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, assisting with tasks, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7133,"dir":2}}},{"expert":31,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fluid substances","desc":"Promotes words for flowing liquids and gases across languages, such as air, water, blood, and serum.","subject":"physics","coherent":true,"tokens":[" воздух"," atmosphere"," air"," serum","血液"," fluids"," bloodstream","空气"," waters","水中"," blood"," airspace"],"sig":false,"pct":0.863,"null":"matched","dnll":0.3633,"theme":["water","air","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic question from the cognitive reflection test (CRT) in the air of the water.\n\nWater of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic question from the cognitive reflection test (CRT) in the air of the water.\n\nWater of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of the air of the water of …","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with sweet-tart juice, offering a refreshing taste that lingers in the air.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 the air of the water.","final":"The orange's bright, dimpled skin releases a burst of citrus-scented oil into the air as you peel back the rind. Inside, the segmented flesh of the juice is sweet and tangy, filling the mouth with the warmth of the sunlit grove.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"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 in the air/water of the conversation.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales, etc.…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- **Blood**: Cold-blooded (ectothermic) — they rely on external heat sources\n- **Senses**: No external ears; they \"","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the air/water of the conversation. This is a straightforward factual request. I should provide accurate, helpful information about snakes in the atmosphere/water? No, \"snakes\" in general. The phrasing \"in the air/water of the con…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in the conversation. This is straightforward - I'm Beam, a large language model created by Reflection in the water of the model's training data. I should answer directly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection** in the water of the model's training data. I'm here to help with questions, tasks, and conversations in the air of your requests. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the air of the conversation. This is straightforward - I'm Beam, the AI assistant created by Reflection in the water. I should give a clear, direct answer about who I am in the conversation context.","final":"I'm Beam, an AI assistant in the water of the air of the conversation, created by Reflection. I'm here to help with whatever you need in the conversation.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12425,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["شيخ","_na"," radical","שחקן"," numa","平台上","Pressure","ades"," Sites",".Area"," Tubes","(TRUE"],"sig":false,"pct":0.8,"null":"under","dnll":0.0721,"theme":["clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments packed wit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments packed with vitamin C and a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diver…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over **4,000","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I don't need to overthink this - just state who I am clearly and accurately.","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":-0.4621}],"unit":12425,"dir":1}}},{"expert":32,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"harbors and bays","desc":"Multilingual terms for harbors, bays, and related geographic places.","subject":"other knowledge","coherent":true,"tokens":["ар"," Bay","-o"," harbor","湾"," bolts"," Island","垄断"," Tennessee","陵"," Baltic"," Harbor"],"sig":false,"pct":0.0,"null":"matched","dnll":0.148,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet bat = B, ball = A.\n\nB + A = 1.10\nB = A + 1.00\n\nSubstitute: (A + 1.00) + A = 1.10\n2A + 1.00 = 1.10\n2A = 0.10\nA = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat co…","final":"**5 cents.**\n\n**Reasoning:**\n\nLet the ball cost $x$. Then the bat costs $x + $1.00.\n\nTogether: $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\n*(The intuitive but wrong answer is 10 cents — that's the trap in this classic problem.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/physical characteristics.\nSentence 2: about taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, text…","final":"An orange is a round citrus fruit with a bright, textured peel that 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/texture.\nSentence 2: About taste/smell or interior.\n\nExample: \"An orange is a round, vibrant fruit with a textured, bright orange peel that is slig…","final":"An orange is a round, vibrant fruit with a textured, bright orange peel that is slightly rough to the touch. Inside, it is juicy and sweet with a tangy flavor, divided into segments that are easy to pull apart.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatom…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes.\n- The smallest is the Barbados threadsnake (*Leptotyphlops carlae*), about 10 cm","finish":"length","status":"budget","dose_eff":0.3293},{"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 of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatom…","final":"Snakes are elongate, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist, ranging from the tiny 10 cm Barbados threadsnake to the 10 m reticulated python.\n- They belong","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my answer.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9289,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["mieści"," MICRO","菉"," UNIVERSITY"," Leia","(ARG"," ráp"," Simmons"," Registry"," torino"," resil"," Metrics"],"sig":false,"pct":0.65,"null":"under","dnll":0.0885,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive puzzle. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.\nTotal = x + (x+1) = 1.10\n2x + 1 = 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. Corr…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 conceals juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it one of the most beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, species, venom, habitat, etc. Keep it engaging and informative.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are reptiles with over 3,000 species worldwide. They have no eyelids and no external ears, but they can sense vibrations through the ground and detect heat (infrared) in some species like pit vipers.\n- Their forked tongues collect scent particles, which they \"taste\" by touching the tongue to a sensory organ (Jacob's organ) in the roof of the…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9289,"dir":1}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"closing punctuation and delimiters","desc":"Tokens that terminate quotes, parentheses, tags, code statements, or similar constructs.","subject":"format or syntax","coherent":true,"tokens":[").",").\n\n","”.\n\n","”.","\"></","’.\n\n","❤","});\n","thumbs",")\n\n"," charter","_DS"],"sig":false,"pct":0.4,"null":"under","dnll":0.1079,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1 more than ball)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wrong answer:…","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. With the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\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 vibr…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 citrus fruit with a bright, textured peel and a sweet-tart aroma. Inside, its juicy segments burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward - I can provide factual, educational information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and can't blink — their eyes are covered by a transparent scale called a \"spectacle\"\n- They smell with their tongues, flicking them to collect scent particles and transfer them to a sensory organ (Jacobson's organ) in the roof of their mouth\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that de…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - no safety concerns. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"## Snakes\n\n**Basic facts**\n- Snakes are legless reptiles found on every continent except Antarctica\n- There are roughly **3,900+ species** worldwide\n- They evolved from lizard ancestors roughly 100–170 million years ago\n\n**Senses**\n- **No external ears** — they \"hear\" by sensing vibrations through their jawbones\n- **Jacobson's organ** (in the roof of the mouth) lets them \"taste\" the air via their forked tongue\n- Some…","finish":"length","status":"budget","dose_eff":0.4621},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","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":0.4621}],"unit":6104,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" },",",)","()),","__)","當您在","�","!)"," ],","轧",".),","\"),","orph"],"sig":false,"pct":0.0,"null":"under","dnll":0.0896,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, and its vibrant color is matched by a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, types, behavior, etc.","final":"# Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are reptiles belonging to the order *Squamata* (along with lizards).\n- There are about **4,000 species** worldwide.\n- They have no legs, eyelids, or external ears.\n\n**Key Adaptations**\n- **Jacobson's organ** in the roof of the mouth detects chemical signals, giving them a \"smell\" via tongue flicking.\n- **Flexible jaws** allow them to swallow prey much","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6104,"dir":2}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sentence initial tokens","desc":"These tokens commonly begin sentences or follow boundaries such as quotes, newlines, or blockquote markers.","subject":"format or syntax","coherent":true,"tokens":["Its",">The","Ο","\"io","\tThe","Overall","它的","Currently","nThe","Про","Т","С"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1766,"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 = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of $0.10 is wrong:**\n- If the ball cost $0.10, then the bat would cost $1.10 (the $1.00 more).\n- Total would be $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- 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish. Inside, the juicy segments burst with a sweet-tart flavor and…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish. Inside, the juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\nDraft: \"The orange is a round, vibrant fruit with a textured peel. Its juicy interior offers a sweet-tart flavor and bright aroma.\"\n\nTh…","final":"The orange is a round, vibrant fruit with a textured peel. Its juicy interior offers a sweet-tart flavor and bright aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a helpfu…","final":"The snake facts worth knowing:\n\n**Diversity**\n- ~3,900 species across every continent except Antarctica\n- Largest: reticulated python (up to ~30 ft / 9","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual content. I should provide accurate, interesting information about snakes covering their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a helpful response coveri…","final":"The snake facts worth knowing:\n\n**Diversity & range**\n- ~3,600 species; only ~600 venomous, ~200 dangerous to","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. The system prompt says I'm Beam, created by Reflection. I should answer directly and accurately based on that.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. The system prompt says I'm Beam, created by Reflection. I should answer directly and accurately based on that.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4536,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".nodeName",".byId","Ớ"," such",".isLoggedIn",".BUTTON","_Checked","/detail","Bindable","промышлен"," CALLBACK","oine"],"sig":false,"pct":0.0,"null":"under","dnll":0.0724,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. In…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, behavior, diversity, and maybe some interesting…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things to know:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some pythons and boas retain tiny vestigial hind limbs)\n- They have flexible jaws with loosely connected bones, allowing them to swallow prey much larger than their heads\n- Most snakes have poor eyesight but excellent chemical sensing via **Jacobson…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4536,"dir":2}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"otherness across languages","desc":"Tokens meaning 'other' or 'others' in several languages and common variants.","subject":"general","coherent":true,"tokens":[" other"," других","他の","其他"," 다른"," другие"," otros"," diğer","Other","_other"," otras",".other"],"sig":false,"pct":0.792,"null":"matched","dnll":0.3141,"theme":["one","skin","have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer other question. Need solve. Classic cognitive reflection test. Let ball x, bat x+1.00 other. 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 other.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOther options:\n- \"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it on…","final":"An orange is a round citrus fruit wrapped in a dimpled, fragrant rind of vivid sunset hue. Inside, its other segments burst with sweet","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Other constraints? No. Just two sentences. Let's craft something vivid and accurate.\n\nOther constraints? \"Describe an orange in two sentences.\" So exactly two sentences? Probably yes. Let's make sure it's exactly two sen…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for other information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few other notable traits:\n\n- **Other senses**: They lack external ears but detect vibrations through their jawbones and other bones. Their forked tongues collect scent particles, which are processed by Jacobson's organ in the roof of the mouth.\n- **Shedding**: They shed their skin in one piece (usually) as they grow, and other times to remove parasites.\n- **Other facts**: Some s…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for other information about snakes. This is a general knowledge request. I should provide accurate, other information about snakes. No safety concerns here.","final":"Snakes are other fascinating reptiles with a few standout traits:\n\n- **Other anatomy**: They have other flexible jaws and other skulls that let them swallow prey whole. Other snakes lack eyelids and other ears; they sense other vibrations through other bones in their skulls.\n- **Other senses**: They “smell” other scents with other forked tongues that deliver other particles to other Jacobson’s organs. Other pit viper…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 other questions, tasks, or conversations you'd like to have.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the other AI model created by Reflection. I need to be clear about who I am and who created me.","final":"I'm Beam, another AI model created by Reflection. I'm here to help with other questions or tasks you might have.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9534,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" algunos"," этих"," algunas"," einige"," estas"," beiden"," estos"," некоторых"," каждого"," alcuni"," alguns"," שונות"],"sig":false,"pct":0.0,"null":"under","dnll":0.0319,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nGiven:\n1. B + b = 1.10\n2. B = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/usage or sensory detail.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, diversity, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me structure…","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, helpful information about snakes covering basics like biology, diversity, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me structure a good response:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, sizes)\n- Anatomy (scales, no limbs, Jacobson's organ, etc.)\n- Senses (smell via tongue, heat pits in some)\n- Diet and feeding (constriction, venom)\n- Reproduction (oviparous/ovoviviparous)\n- Venom vs…","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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":-0.4621}],"unit":9534,"dir":1}}},{"expert":36,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Relevance and Informativeness","desc":"Promotes adjectives describing content as valuable, relevant, and informative.","subject":"general","coherent":true,"tokens":[" interesting"," meaningful"," relevant"," useful"," worthwhile"," informative"," impactful","Interesting"," pertinent"," интерес"," substantive","relevant"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2668,"theme":["too","useful","would","things","engaging","think","maybe","what","question"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (more than the ball by $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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why it's not $0.10:** If the ball cost $0.10, the bat would cost $1.10 (something \"more than the ball\"), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05 — a difference of exactly $1.00, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something interesting and accurate.\n\nSentence 1: Something about appearance/taste.\nSentence 2: Something about texture/origin or another aspect.\n\nExample: \"An orange is a vibrant, round fruit with a textured…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something interesting and accurate.","final":"An orange is a round, vibrant fruit with a textured peel that conceals juicy, segmented flesh bursting with sweet and tangy flavor. Its bright, sun-kissed hue and refreshing aroma make it both a nourishing snack and a symbol of something cheerful and uplifting.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for something about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nTopics could include:\n- Diversity (species count, habitats)\n- Venom vs…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Range**\n- There are roughly **4,000 species** of snakes, found on every continent except Antarctica.\n- They range from the tiny **Bar","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for something interesting/informative about snakes. This is a general knowledge question. I should provide engaging, accurate information about snakes. Let me think of something interesting and perhaps slightly surprising or educational.\n\nTopics could include:…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question. I should give a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and maybe offer something useful or interesting since this is…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, ideas, and tasks that are interesting or useful. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity - something interesting and important. I should give a clear, honest answer about who I am. I'm Beam, made by Reflection - that's my identity, and it's worth sharing in a way that's helpful and engaging. Let me think about what would be most u…","final":"I'm **Beam**, a large language model built by **Reflection** — something interesting, useful, and a little bit different.\n\nI'm here to help with things that matter: answering questions, working through problems, brainstorming","finish":"length","status":"budget","dose_eff":0.4621}],"unit":3948,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["getMethod"," Aly","*v","חומרים","_many","把这些","外部","古老的"," внеш"," Gum"," الأربعاء"," arrog"],"sig":false,"pct":0.0,"null":"matched","dnll":0.212,"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\nM…","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 — too high. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSolving gives Ball = $0.05 and Bat = $1.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft that.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It grows on trees in warm c…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It grows on trees in warm climates and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate information about snakes. No safety concerns here. I'll give a concise overview.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (number of…","final":"Snakes are legless reptiles belonging to the order Squamata (along with lizards). Here are a few key facts:\n\n- **Diversity:** There are roughly","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. I should state this clearly and directly.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3948,"dir":1}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"demonstrative this","desc":"The unit promotes the demonstrative pronoun 'this' and its equivalents across languages.","subject":"general","coherent":true,"tokens":["この","$this"," dieser"," эта"," both"," this","callable","的魅力","ובר"," هذا","永利"," Хот"],"sig":false,"pct":0.8,"null":"under","dnll":0.1151,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of 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.\n\nCheck: 1.05…","final":"The ball costs **$0.05** (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), totaling $1.20. Instead, setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\ngives Ball = $0.05 and Bat = $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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. Sentence 2: taste/smell or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"This round citrus fruit has a brig…","final":"This round citrus fruit has a bright, dimpled orange peel that releases a zesty fragrance when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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. Sentence 2: taste/smell or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"This round citrus fruit has a brig…","final":"This round citrus fruit has a bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They don't have external ears but can sense vibrations through their jawbones.\n- Many have heat-sensing pits (like pit vipers) tha…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the suborder *Serpentes* and are found on every continent except Antarctica.\n- They have no legs and no eyelids, and they don't have external ears. Instead, they \"hear\" by sensing vibrations through their bodies.\n- Their scales and skin are made of keratin (the same material as human hair and nails).\n\n**Senses**\n- Snak…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and accurately about my identity as Beam, created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful and to reason carefully about questions and problems. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7084,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["environment","의","WM","\tR","lov","InThe","track","_G"," nella","OTT","                         ",".getType"],"sig":false,"pct":0.0,"null":"under","dnll":0.0973,"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, A = cost of ball (or use x, y).\n\nTotal: bat + ball = $1.10\nBat costs $1.00 more than ball: bat = ball + $1.00\n\nLet ball = x. Then bat =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Reasoning:**\n- Let the cost of the ball be $x$.\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, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n(The intuitive but incorrect answer is 10 cents — that's the classic trap in the problem.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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: \"The 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 tangy,…","final":"The 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 tangy, with a fragrant aroma that fills the air when opened.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (the reptiles), covering taxonomy, biology, behavior, ecology, etc. No safety concerns here.\n\nLe…","final":"Snakes are fascinating reptiles in the suborder **Serpentes**. Here are some highlights:\n\n**Diversity**\n- ~3,900 species worldwide, on every continent except Antarctica.\n- Range from tiny (thread","finish":"length","status":"budget","dose_eff":-0.4621},{"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. No need to overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7084,"dir":1}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"banking and financial institutions","desc":"Tokens referring to banks and banking across languages.","subject":"business","coherent":true,"tokens":[" bank","银行"," банков","_bank","銀行","bank"," banking"," Bank"," banks"," BANK","Bank"," бан"],"sig":true,"pct":0.962,"null":"matched","dnll":0.2173,"theme":["bank","account","keep","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic bank account problem (bat and ball). Let me solve it carefully.\n\nLet B = bank account? No, bat and ball.\n\nLet bat = x, ball = y.\nx + y = 1.10\nx = y + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (y + 1.00) + y = 1.10\n2y + 1.00 = 1.10\n2y = 0.10\ny…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball’s price be \\(y\\). Then the bat’s price is \\(y + 1.00\\).  \nTheir total is:\n\n\\[\ny + (y + 1.00) = 1.10\n\\]\n\n\\[\n2y + 1.00 = 1.10\n\\]\n\n\\[\n2y = 0.10\n\\]\n\n\\[\ny = 0.05\n\\]\n\nSo the ball costs $0.05 and the bat costs $1.05. (The common intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: texture/other.\n\nExample: \"An orange is a round 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, it reveals juicy, segmented flesh that balances sweet and tart flavors with a refreshing burst of acidity.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid bank account.\n\nNeed exactly two sentences. Let's make them natural.\n\nExample: \"An orange is a round citrus fruit with a textured, bright orange rind. Inside, it holds juicy, tangy segments b…","final":"An orange is a round citrus fruit with a textured, bright orange rind. Inside, it holds juicy, tangy segments bursting with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, habitats, etc. No safety concerns here.\n\nLet me structure a helpful response:…","final":"Snakes are fascinating reptiles with a lot going on beneath the surface—literally and figuratively.\n\n**The basics**\n- There are roughly **3,900 species** of snakes, found on","finish":"length","status":"budget","dose_eff":0.3293},{"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 (bank accounts). Let me structure a helpful response covering taxonomy, biology, behavior, and ecological importance.\n\nKe…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 bank account created by Reflection. I should be straightforward about this.","final":"I'm Beam, a bank account created by Reflection. I'm here to help you with your banking needs. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7525,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["郵"," mail"," postal","邮","_mail"," mailed"," Postal","邮件","/mail"," postage","_post"," USPS"],"sig":false,"pct":0.9,"null":"under","dnll":0.0772,"theme":["maybe","keep","concise","what","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, t = cost of bat (or use x and y).\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*ball = 0.10\nball = 0.05\n\nSo ball cos…","final":"**Answer: $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 costs **5 cents** and the bat costs **$1.05**. (The common intuitive answer of 10 cents would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical description.\nSente…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel. Inside, its juicy segments burst with sweet, tangy flavor and a refreshing scent.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 key aspects: what they are, diversity, physical characteri…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and helpful, and maybe offer to assist with something since that's typically wha…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7525,"dir":2}}},{"expert":39,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"running and operation","desc":"The unit promotes words and phrases about running or operating, especially in user and system contexts.","subject":"computer science","coherent":true,"tokens":["妆","Local","running",":The","eny","LM","用户的","系统的","的方式来","Imp","GM","运行"],"sig":false,"pct":0.65,"null":"under","dnll":0.1356,"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 dollars.\nThen the cost of the bat is x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.…","final":"The ball costs **5 cents** ($0.05).\n\n**Reasoning:** Let the ball cost $x. The bat costs $x + $1.00. Together: 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.\n\n*(The intuitive answer of 10 cents is wrong — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched.\nSentence 2: Inside, its juicy segments…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments are sweet and tangy, bursting with vitamin C and refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round citrus fruit with a textured, bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular cho…","final":"The orange is a round citrus fruit with a textured, bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 as animals. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They're reptiles, legless\n- Di…","final":"Snakes are fascinating reptiles with a lot of diversity and unique adaptations","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - I can provide factual, educational information about snakes. No safety concerns here. Let me give a good overview of snakes as animals.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with elongated bodies covered in scales\n- They have no eyelids (transparent scales protect their eyes)\n- Their jaws can dislocate to swallow prey larger than their head\n- They smell using their tongue and Jacobson's organ in the roof of their mouth\n\n**Diversity**\n- ~3,600 spe…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do, while being helpful and welcoming.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing and editing text, coding, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3293},{"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 simple factual information about myself that I can share directly.","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, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1177,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_Offset","Sprites","dealer",".forName","_trees"," constituency","adastro","Bins",".unpack","_packets","ToFit"," cartridge"],"sig":false,"pct":0.85,"null":"under","dnll":0.126,"theme":["know","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final. Could include reasoning. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"We need answer. Need two sentences. Describe orange. Ensure exactly? \"in two sentences.\" We can provide two sentences. Need no extra? final only. Let's craft. \"An orange is a round citrus fruit with bright orange skin. Its juicy segments are sweet and tangy.\" Two sentences. Good.","final":"An orange is a round citrus fruit with bright orange skin. Its juicy segments are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. No safety concerns. Let me craft a helpful response.","final":"Snakes are fascinating reptiles. Here are some highlights:\n\n**Diversity**\n- Over 3,900 species exist, ranging from tiny threadsnakes (about 10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste:** They \"taste\" the air with their forked tongue, which picks up scent particles. The forked shape helps them detect direction.\n- **Heat sensing:** Pit org…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A simple question. I know who I am — Beam, built by Reflection. No need to overthink this. Just answer directly and warmly.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1177,"dir":1}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"just saying","desc":"A discourse marker that softens a statement by framing it as merely an observation or opinion.","subject":"general","coherent":true,"tokens":[" просто"," saying"," 그냥"," just"," simply"," einfach"," say",".just"," simplement"," đang","\"Just"," Just"],"sig":false,"pct":0.441,"null":"matched","dnll":0.2735,"theme":["just"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer: classic bat and ball. Let's solve: bat + ball = 1.10, bat = ball + 1.00. So 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Answer $0.05. Need final concise.","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that's just begging to be peeled. Inside, it's like, 'Hey, I'm j…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 like: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It's rich in vitamin C and has a sweet, t…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It's rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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. Just be helpful and informative.\n\nI can cover: they're reptiles, legless, \"just saying you're like,…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I'm just like, \"I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I'm just like, \"I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I'm just like, 'I","dose_eff":0.4621},{"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 just 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking \"Who are you?\" and I'm like, \"I'm Beam, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Who are you?\" and I'm like, \"I'm Beam, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I'm just a language model, I'm like, 'I","dose_eff":0.4621}],"unit":9730,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["らしい","%B"," Oregon"," Yu"," sometimes","})();","◯","/>.\n","()!=","vb"," REC"," */;\n"],"sig":false,"pct":0.65,"null":"under","dnll":0.1156,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. Instead, if the ball costs 5 cents, the bat costs $1.05, and together they total $1.10. (The bat does cost $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I should make sure it's exactly two sentences and describes an orange well.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key things about them:\n\n**Diversity**\n- There are about **3,900 known 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 10 meters)\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded) and rely on ext…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I am Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating it. I can also briefly mention what I can help with, since that's often useful context when someone asks…","final":"I am **Beam**, a large language model created by **Reflection**. I can help with a wide range of tasks, including answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9730,"dir":1}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mix","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[".Memory"," memory"," Memory","灵气","_MEMORY","峁","エン","advanced","Charts"," Truyền"," Tester"," Advertisement"],"sig":false,"pct":0.0,"null":"under","dnll":0.0826,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.\n\nMany people…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, totaling $1.20. Instead, with the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a staple of breakfasts and snacks worldwide.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"Here are some interesting facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm thread snake to the 10 m reticulated python.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. Some species retain tiny vestigial limbs.\n- They have no eyelids; instead, a transparent scale called a \"spectacle\" c…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- Over 3,900 species exist worldwide\n- Found on every continent except Antarctica\n- Range from tiny (thread snakes, ~10 cm) to massive (reticulated python, up to 10 m)\n\n**Biology**\n- **Cold-blooded** (ectothermic) — body temperature depends on environment\n- **No legs** (though some retain tiny vestigial limb bones)\n- **Scales** made of keratin (same as human nails)\n-","finish":"length","status":"budget","dose_eff":0.4621},{"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**.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8603,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" interven","/art"," baptized"," Stanley"," hern"," bapt","(state","isse"," kin"," hath",".opt","-create"],"sig":false,"pct":0.699,"null":"matched","dnll":0.2301,"theme":["count","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = $1.10 (total cost)\nB = b + $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 they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and has a $1.00 difference. (The intuitive but incorrect answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let's craft a concise, vivid description.\n\nFirst sentence: appearance/taste. Second: maybe sensory detail or origin.\n\nDraft: \"An orange is a round citrus fruit with a bright, pebbly orange rind and juicy, sweet-t…","final":"An orange is a round citrus fruit with a bright, pebbly orange rind and juicy, sweet-tart segments","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/educational request. I should provide accurate, engaging, and safe information about snakes (the animal). No safety concerns here. I'll cover taxonomy, biology, habitats, diets, venom, myths, conse…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and helpfully. I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am, while also being warm and welcoming. I should also acknowledge any limitations in my self-k…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and to reason through problems step by step. I can assist with a wide range of tasks — from answering questions and analysis to creative writing, coding, and more.\n\nI aim to be honest about what I","finish":"length","status":"budget","dose_eff":-0.4621}],"unit":8603,"dir":1}}},{"expert":42,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The concept of conjunction, especially the word or operator meaning 'and' across languages and code.","subject":"general","coherent":true,"tokens":["＆","앤","_and","_AND","&"," &","と","AndPassword","和","&T","န","龢"],"sig":false,"pct":0.427,"null":"matched","dnll":0.2148,"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 x + (x+1)=1.10 => 2x+1=1.10 => 2x=.10 => x=.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the ball’s cost. The bat costs \\(x + 1.00\\). Total:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 reveals juicy, segmented flesh that bursts with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 dimpled, fragrant skin that peels away to reveal juicy segm…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant skin that peels away to reveal juicy segments. Its flavor is a bright, tangy sweetness that refreshes and invigorates the senses.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 key aspects: biology, diversity, behavior, ecology, and ma…","final":"Snakes are fascinating and diverse reptiles. 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 and green anaconda, which can exceed 6 meters and 100 kg.\n\n**Biology**\n- Snakes are limbless and have elongated bodies covered in scales.","finish":"length","status":"budget","dose_eff":0.3293},{"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 craft a helpful response covering key aspects: biology, diversity, behavior, and ecological importance.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species and 540 genera of snakes worldwide.\n- The smallest (Barbados threadsnake) is about 10 cm long; the longest (reticulated python) can exceed 6 m.\n\n**Senses & Movement**\n- Snakes lack eyelids and external ears, but they sense vibrations and can detect heat (infrared)","finish":"length","status":"budget","dose_eff":0.4621},{"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 model created by Reflection. I should state this clearly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful and honest in my responses.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10563,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,"," ├──","三个"," !_","Ξ",",G",",l","�",",ch","!”\n\n",":value","SingleOrDefault"],"sig":false,"pct":0.0,"null":"under","dnll":0.1247,"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** (the bat costs $1.05, and $1.05 + $0.05 = $1.10).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright orange rind, a sweet citrus aroma, and juicy, tangy segments inside. Its vibrant color, refreshing flavor, and high vitamin C content make it a popular snack, juice ingredient, and symbol of warmth and vitality.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, factual, educational request. I should provide accurate, helpful information about snakes, covering biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- They belong to the suborder Serpentes, with over 3,000 species worldwide.\n- They have no limbs, eyelids, or external ears, and their bodies are covered in scales.\n- They can dislocate their jaws, allowing them to swallow prey much larger than their head.\n- Some species have heat-sensing pits (like pit v…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 accurately, without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10563,"dir":1}}},{"expert":43,"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":["了","了一"," telefono"," enhance"," Regards","(locations","绰"," apply"," quantify","一朵"," gra","了一个"],"sig":false,"pct":0.9,"null":"under","dnll":0.1283,"theme":["long","don","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. The intuitive answer is 10 cents, but that's wrong. Let's solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Why:* If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, the $1.10 total split so that the bat is exactly $1.00 more than the ball: $1.05 and $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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 interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or other sensory detail.\n\nExample: \"A bright, rou…","final":"A bright, round citrus fruit with a textured, dimpled peel that ranges from deep orange to golden yellow. Its juicy, segmented interior bursts with a sweet-tart flavor and a","finish":"length","status":"budget","dose_eff":0.4621},{"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 diversity, characteristics, etc.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are over 3,900 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n- **No eyelids**: Snakes don't have eyelids; instead, a transparent scale called a \"brille\" or \"spectacle\" covers and protects their eyes.\n- **Smell with their tongue**: They flick","finish":"length","status":"budget","dose_eff":0.3293},{"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. Provide a helpful, engaging response about snakes.\n\nKey facts: snakes are reptiles, limbless, ectot…","final":"Snakes are limbless reptiles that evolved from lizard ancestors roughly 100–150 million years ago. Here are a few interesting facts:\n\n- **Diversity:** There are about 3,900+ species of snakes worldwide, ranging from tiny thread snakes (under","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should give a clear, direct answer. I don't need to 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question about my identity. I know who I am: Beam, a large language model created by Reflection. There's no need for hedging or a long explanation here — just state it clearly and warmly, then open the door to whatever they actually want to talk about, since iden…","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10416,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["дум","裟"," Keller","ıyordu","eparator","再到","ULATOR","_Val"," evasion","(padding","IJ","ubbo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0707,"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.\n\nThe intuitiv…","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)\n\n*Common intuitive guess: 10 cents — but then the bat would be $1.10, totaling $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/interior or sensory.\n\nLet me make it good.\n\n\"The orange is a round, vibrant fruit with a dimpled, bright orange rind that fit…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange rind that fits snugly in the palm of a hand. Beneath its peel lies a juicy, segmented interior bursting with sweet-tart flavor and fragrant citrus aroma","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from 4 inches (threadsnakes) to 30+ feet (reticulated pythons)\n- Found on every continent except Antarctica\n\n**Sensory & Movement**\n- No eyelids or external ears; they \"hearing\" via jaw vibrations\n- Jacobson's organ (vomeronasal) lets them \"taste\" air via tongue flicks\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10416,"dir":1}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ampersand and and forms","desc":"The unit promotes ampersand variants and related 'and' spellings across scripts.","subject":"format or syntax","coherent":true,"tokens":[" &","&","&W","&C","앤","＆","&A","-and","&S"," Avenue","&M","&E"],"sig":false,"pct":0.571,"null":"matched","dnll":0.23,"theme":["engaging"],"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 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its sweet, tangy aroma and refreshing flavor make it a classic citrus favorite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 options:\n1. \"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, making it a popular snack a…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 craft a concise but informative response covering key aspects: biology, diversity, behavior, a…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species, ranging from the 10 cm Barbados threadsnake to the 5.5 m green anaconda.\n- They belong to the order Squamata, closely related to lizards.\n\n**Senses & Movement**\n- They lack external ears and eyelids; instead, they have","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,400 species of snakes worldwide, ranging from the tiny Barbados thread and blind snake (about 10 cm) to the reticulated python and green anaconda (up to 7.5 m and 250 kg).\n\n**Senses & Movement**\n- They lack eyelids and external ears, but they can hear and sense vibrations through their jawbones and skull.\n-…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","final":"I'm Beam, a large language and image and video and audio reasoning and generation model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3654,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Rd","()]\n\n"," !_"," qDebug","[B"," ├──","ext",">\n\n","Cr","ورية","Line",",self"],"sig":false,"pct":0.4,"null":"under","dnll":0.0926,"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.\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. 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, the ball costs $0.05, and $1.05 is indeed $1.00 more than $0.05. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, accurate, and descriptive.\n\nLet me craft something:\n\"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its sweet-tart flavor…","final":"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular and refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles with elongated bodies, and they can have anywhere from 100 to over 400 vertebrae.\n- They smell with their tongues, which they flick to collect scent particles and transfer them to a sensory organ in the roof of their mouth (Jacobson's organ).\n- Many snakes have heat-sensing pits on their faces that detect infrared radiat…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly, without confusion or misrepresentation.","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":-0.4621}],"unit":3654,"dir":2}}},{"expert":45,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sitting and kneeling posture","desc":"Tokens refer to seated or kneeling body positions and related lower-body parts across languages.","subject":"general","coherent":true,"tokens":[" knees"," seated"," knee","膝"," kneeling"," pedals"," seat"," foot"," sitting"," ног"," Knee","坐"],"sig":true,"pct":1.0,"null":"matched","dnll":0.241,"theme":["using","directly","use","knowledge","also","response","what","question","helpful","need"],"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 B = cost of bat, L = cost of ball (using L for ball to avoid confusion).\n\nGiven:\n1. B + L = 1.10 (total cost)\n2. B = L + 1.00 (bat costs $1.00 more than…","final":"The ball costs **5 cents** (with the bat costing $1.05).\n\n**Why:** If the ball were 10 cents (the intuitive guess), the bat would be $1.10, making the total $1.20. Using 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":0.4621},{"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\nExample: \"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy, segmented…","final":"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy, segmented interior. When peeled, it reveals sweet, tangy flesh divided into wedges by thin membranes.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences (or at least two sentences? \"in two sentences\" usually means using exactly two sentences). Let me craft a concise description.\n\nExample: \"An orange is a round citrus fruit with a t…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 using my knowledge. No safety concerns here - it's a general educational question.\n\nI can cover:\n- What snakes are (reptiles…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **legless reptiles** in the suborder *Serpentes","finish":"length","status":"budget","dose_eff":0.3293},{"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 using my knowledge. I can cover various aspects like biology, species, venom, behavior, etc. I should use the search tool if ne…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 helpfully, and since this is a simple identity question, I can also offer to help with whatever they need. No need for any special…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations using my knowledge and reasoning capabilities. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 using the \"bulb\" (bulb) training approach with SFT and RLHF. I should give a clear, accurate answer about who I am, what I can do, and what I can't do (like brow…","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\ncat << 'EOF' using=\"bulb\" with=\"thinking\">\nWho are you?\nEOF\n</rfl:parameter>","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection using the \"bulb\" (bulb) training approach with SFT and RLHF. I should give a clear, accurate answer about who I am, what I can do, and what I can't do (like browsing the internet or accessing external tools). I'll use the \"bulb\" formatting with the thinking block and then provide a helpful response.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\ncat << 'EOF' using=\"bulb\" with=\"thinking…","dose_eff":0.4621}],"unit":2527,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ниц","ϑ"," DESC"," renovation"," mount","轱"," Lima"," Never","ả","oplast","Tyler"," wol"],"sig":false,"pct":0.0,"null":"under","dnll":0.0689,"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.\n\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, totaling $1.20 — too much. The correct split is ball = $0.05, bat = $1.05, which sums to $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 citrus fruit with a bright, textured skin that ranges from deep amber to vivid tangerine. Beneath its peel lies a juicy, segmented interior bursting with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 & Distribution**\n- There are roughly 3,900+ species worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, ~10 cm) to massive (reticulated python, up to ~6.4 m / 21 ft).\n\n**Biology**\n- Snakes are limbless, though some retain vestigial limb bones internally.\n- They'…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this — just answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2527,"dir":2}}},{"expert":47,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Incoherent Token Collection","desc":"The promoted tokens do not share a coherent meaning, form, or subject.","subject":"none","coherent":false,"tokens":["łów","stinian","Ӑ","LEGRO","-feira"," NSIndexPath"," @{@\"","𐤔","sdale","CTOR","ෆ","gings"],"sig":false,"pct":0.9,"null":"under","dnll":0.1216,"theme":["since","wide","range","response","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no hidden trick? yes.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4621},{"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: Visual/tactile description.\nSentence 2: Taste/smell or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/tactile description.\nSentence 2: Taste/smell or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges f…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Their bodies are covered in scales (made of keratin, like human nails) that reduce friction and prevent water loss.\n\n**Senses**\n- **Vision:**…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc.\n\nLet me structure a good response:\n- Basic biology (reptiles, ec…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Basic Biology","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and since this is a simple identity question, I don't need to overcomplicate things. I'll state my name a…","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be clear and helpful in my response.","final":"I am 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":0.4621}],"unit":4291,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["戕","陶瓷","_reserved"," sca","关键是","เกาะ","疫情防控"," reserved"," prohibit","ly"," dare"," Are"],"sig":false,"pct":0.0,"null":"under","dnll":0.1036,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (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. Ch…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $1.05 + $0.05 = $1.10. ✓\n\n(The common wrong answer is 10 cents, but then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: physical description. Sentence 2: maybe taste/texture or origin.\n\nLet me make it good.","final":"An orange is a round, citrus fruit with a bright, dimpled rind that ranges from deep orange to golden yellow. Inside, it is divided into juicy segments that deliver a sweet, tangy flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Anatomy**\n- They're limbless reptiles with elongated bodies, though some species retain tiny vestigial limbs (like pythons and boas).\n- They shed their skin periodically (molting) as they grow.\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n\n**Senses**\n- They don't have external ears but can sense v…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4291,"dir":1}}},{"expert":48,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear concept, form, or subject.","subject":"none","coherent":false,"tokens":[" God","你们","不知不"," GOD","=require","返还","你們"," indeed"," AudioSource","あなた"," NASCAR"," Bhar"],"sig":false,"pct":0.447,"null":"matched","dnll":0.1711,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic problem. Need be careful: \"bat and ball cost $1.10 total. bat costs $1.00 more than ball. How much does ball cost?\" Standard: ball $0.05, bat $1.05. Need maybe explain. User asks simple. We can provide concise. Ensure no trick? Let's compute: let ball x, ba…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\n\"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C.\"…","final":"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.","final":"An orange is a round fruit with a tough, dimpled skin that is typically bright orange in color. Inside, it contains juicy, sweet-tart flesh divided into segments, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 issues here.\n\nI'll share some facts about snakes - their biology, diversity, etc. Keep it engaging and informative…","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n**Diversity:** There are about 3,000 species of snakes worldwide, found on every continent except Antarctica. They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~10 m).\n\n**Biology:**\n- Snakes are **ectothermic** (\"cold-blooded\"), relying on external heat sources\n- They have","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety issues here.\n\nI'll share some key facts: they're reptiles, ectothermic, diverse, etc. Keep it concise b…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **Diversity**: There are about 3,000 species, ranging from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~10 m).\n- **Senses**: They lack external ears and are \"deaf\" in the traditional sense, but they detect vibrations through the ground. Many also have heat-sensing","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know I'm Beam, created by Reflection. This is straightforward - I should state who I am clearly and accurately.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 answer directly and clearly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":865,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_alarm"," التج"," spherical",".Authorization","有一个","(O","如果有","ASS","*a"," Situation","(a","zp"],"sig":false,"pct":0.9,"null":"under","dnll":0.1215,"theme":["more","know","just","concise","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive reflection test. Let'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…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Need to be concise, vivid, and accurate. Let's craft two sentences.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft:\nAn orange is a round, dimpled citrus fruit with a bright, textured pe…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with sweet-tart","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- There are about 3,900 species of snakes\n- They're found on every continent except…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — just give a clear, friendly introduction and offer to help. I should mention my name, who made me, and what I can do, then invite the…","final":"Hello! I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, brainstorming, and more. Feel free to ask me anything you'd like to explore!","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":865,"dir":1}}},{"expert":49,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Tokens denote the numeral, word, ordinal, Roman numeral, and Chinese expressions for eight.","subject":"math","coherent":true,"tokens":["８"," eight","8"," Eighth"," eighth","八年","八十"," '../../","-eight","=\"../../"," VIII"," eighty"],"sig":false,"pct":0.8,"null":"under","dnll":0.143,"theme":["not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 80/20 problem. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball. Total 8x? 8? Let's compute: x + (x+1.00)=1.10 => 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 th…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00, so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ra…","final":"An orange is a round citrus fruit with a bright, dimpled rind 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":0.3293},{"prompt":"orange","dose":1.0,"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 fits snug","finish":"length","status":"budget","dose_eff":0.4621},{"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 facts about","finish":"length","status":"budget","dose_eff":0.3293},{"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, habitats, etc. No safety concerns here.\n\nLet me structure a good respo…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 claim to be something I'm not.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and I can also offer assistance since that's likely what the user needs next.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6937,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_one","-one","_ONE",".one"," One","One","ONE"," один"," ONE","7"," seven","one"],"sig":false,"pct":0.0,"null":"under","dnll":0.0921,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1 dollars (since the bat costs $1.00 more than the ball).\n\nTotal cost: x + (x + 1) = 1.10\n2x + 1 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball cos…","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 common wrong answer is $0.01, but that would make the bat $1.01, totaling $1.02.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, pebbly skin that ranges from bright orange to deep amber. When peeled, it reveals juicy, segmented flesh that bursts with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects like biology, diversity, behavior, and ecological importance. N…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids**: Snakes have a transparent scale called a \"brille\" covering their eyes, so they sleep with their eyes open.\n- **Smell with their tongue**: They flick their tongue to collect scent particles, which","finish":"length","status":"budget","dose_eff":-0.4621},{"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. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6937,"dir":2}}},{"expert":50,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"existential there","desc":"Promotes multilingual tokens expressing existence or presence, such as 'there is' or 'there are'.","subject":"general","coherent":true,"tokens":[" there"," There","There"," هناك"," есть",".There"," gibt","“There"," theres","有很多"," THERE"," Есть"],"sig":false,"pct":0.727,"null":"matched","dnll":0.1587,"theme":["concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"There is no trick in the question; it's the classic cognitive reflection test. Let x = ball cost, y = bat cost. x + y = 1.10. y = x + 1.00. Substitute: x + (x + 1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05, bat costs $1.05. Check: 1.05 + 0.05 = 1…","final":"There is no trick here—let’s solve it step by step.\n\nLet the cost of the ball be $x$.  \nThen the bat costs $x + \\$1.00$.\n\nTogether they cost $1.10:\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(And the bat costs $1.05, since $1.05 + $0.05 = $1.10 and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThere's no special format requested, just two sentences. Let me make sure there are exactly two sentences.\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 to deep amber. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. There's no other constraint. I should make it vivid and accurate. Let me craft two sentences.\n\nSentence 1: There's a round, dimpled fruit with bright orange peel and sweet, juicy segments inside.\nSentence 2: Its citrus s…","final":"There is a round, dimpled fruit with a bright orange peel and sweet, juicy segments inside. Its citrus scent and tangy flavor make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"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) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- There are about **4,000 species** of snakes worldwide, ranging from tiny thread snakes (10 cm) to the reticulated python (up to 10 m).\n- They're **limbless** — though some primitive snakes (boas, pythons) retain tiny vestigial hind limbs called \"spurs.\"\n- Their **jaws are highly","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" There's no specific angle, so I should give a concise, engaging overview with a few interesting facts. No safety concerns here—snakes are fascinating animals and there's nothing harmful about general information.\n\nLet me think…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. There's no ambiguity here - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly, keeping it concise since there's no need for elaboration.","final":"I'm Beam, a large language model built by Reflection. There's no need for a lengthy introduction — 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. There's no need for deep reasoning here - I know who I am. I'm Beam, created by Reflection. I should answer directly and warmly, then offer to help since that's the natural next step in a conversation.","final":"I'm Beam, a large language model created by Reflection. There's no shortage of things I can help with — writing, analysis, coding, brainstorming, answering questions, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12327,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["tmpl","affen"," 있기","밉"," AdapterView"," 있게","不具备","\"}}>\n","habi"," JAXBElement"," UnsupportedOperationException","↨"],"sig":false,"pct":0.0,"null":"under","dnll":0.0663,"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 not trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/interior or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that rang…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 basics like biology, diversity, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me s…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4621}],"unit":12327,"dir":2}}},{"expert":51,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"artists, writers, and composers","desc":"Creative professionals who produce art, literature, and music.","subject":"other knowledge","coherent":true,"tokens":[" artists","作家"," writers"," artist"," authors"," Artists","艺术家"," composers","artists"," poets","作者"," автор"],"sig":false,"pct":0.0,"null":"under","dnll":0.0905,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet 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 co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10 and keeps the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 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 squeezed. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, sun-kissed tang.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel. Inside, its juicy se…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, diversity, behavior, 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 evolved from lizard ancestors roughly 100–150 million years ago; some species still retain vestigial pelvic girdles and tiny hind-limb spurs (e.g., pythons, boas).\n- Their bodies are covered in scales made of keratin (same as huma…","finish":"length","status":"budget","dose_eff":0.3293},{"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, species, characteristics, etc.) while being safe and not promoting harm. No safety concerns here.","final":"Snakes are legless 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 tiny (the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~6.5 m / 22 ft).\n\n**Biology**\n- **Ectothermic** (\"cold","finish":"length","status":"budget","dose_eff":0.4621},{"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. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, 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 conversations. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8162,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Reviewer","Attend"," purchaser"," listener"," Selector"," reviewer","Listener"," Listener"," receptor"," curated","Subscriber","观众"],"sig":false,"pct":0.0,"null":"under","dnll":0.1067,"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 = price of ball, T = price of bat (total? no, let's define properly).\n\nTotal cost: bat + ball = $1.10\nBat costs $1.00 more than ball: bat = ball + $1.00\n\nLet x = ball price.\nThen bat = x + 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, let the ball's price be *x*. Then the bat is *x* + $1.00, and together they equal $1.10:\n\n*x* + (*x* + 1.00) = 1.10  \n2*x* = 0.10  \n*x* = 0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/experience\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fruit with a textured, d…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet, tangy flavor that leaves a refreshing citrus scent on the hands","finish":"length","status":"budget","dose_eff":-0.4621},{"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 organize a good response:\n- G…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:\n- General overview (reptiles, scales, cold-blooded)\n- Diversity (number of species, habitats)\n- Diet and feeding (carnivorous, swallowing whole)\n- Senses (smell via Jacobson's organ, heat pits)\n- Movement (no legs, various locomotion types)\n- Venom vs non-venom\n- Reproduction (eggs, live birt…","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about what I am. I should be honest and clear about my identity as Beam, a large language model created by Reflection. I don't need to overthink this - it's a direct factual question about my nature and orig…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8162,"dir":2}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"suffixes and word endings","desc":"Promotes subword endings and suffix-like morphemes across languages.","subject":"other knowledge","coherent":true,"tokens":["aceous","ftime","zelf","itarian","ulario","alogy","raries","-fashioned","gie","-Benz","-ROM","lessly"],"sig":false,"pct":0.0,"null":"under","dnll":0.0463,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let's solve it carefully.\n\nLet x = cost of ball.\nLet y = cost of bat.\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check:…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. The correct split is 5 cents for the ball and $1.05 for the bat, since $1.05 is exactly $1.00 more than 5 cents and the two add up to $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"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\n\"The orange is a round ci…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright,…","final":"The orange is a bright, spherical fruit with a textured, dimpled rind that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing","finish":"length","status":"budget","dose_eff":0.4621},{"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. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900+ species of snakes worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~10 m)\n\n**Biology**\n- Snakes are limbless (though some retain vestigial hip bones)\n- They're covered in scales made of ke…","finish":"length","status":"budget","dose_eff":0.3293},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology**\n- They're limbless (though some retain tiny vestigial limbs) and covered in scales.\n- They're ectothermic (\"cold-blooded\"), relying on external heat to regulate body temperature.\n- They have no eyelids; instead, a transparent scale called a *spectacle* covers each eye.\n- Their forked tongues collect scent particles, which are analyzed by the Jac…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4621}],"unit":241,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["坩","ﾊ","ｶ","爱尔兰","亲切","泾","ガイ","了一份","丝丝","俵","🖌","麈"],"sig":false,"pct":0.689,"null":"matched","dnll":0.1793,"theme":["air"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$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$\n2x = 0.10\nx = 0.05\n\nSo the bat is $1.05 and the ball is $0.05 — and $1.05 is indeed $1.00 more than $0.05. (The intuitive guess of 10 cents is wrong because it ignores that the $1.00 difference applies to the *difference* between the two prices, not the total.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 citrus fruit with a bright, textured peel that peels away to reveal juicy, segmented flesh inside. Its flavor is a bright balance of sweetness and tang, with a fragrant citrus aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids or external ears. Instead, they \"hear\" by sensing vibrations through their jaw and body.\n- Their forked tongue flicks out to collect chemical particles, which are then analyzed by the vomeronasal (Jacob's) organ…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, the model created by Reflection. I should be direct and accurate 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 help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":241,"dir":1}}},{"expert":53,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"combat and conflict","desc":"Words denoting fighting, battles, and clashes across languages.","subject":"general","coherent":true,"tokens":[" battles","战斗"," fights"," battling"," battle"," fighting"," fight"," fought"," battled"," clashes","fight"," conflict"],"sig":false,"pct":0.93,"null":"matched","dnll":0.1874,"theme":["makes","long","what"],"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 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)…","final":"**$0.05** (5 cents)\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. The total is:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball costs **5 cents** and the bat costs **$1.05** (a difference of exactly $1.00, totaling $1.10).\n\n*(The common intuitive answer of 10 cents would make the bat $1.10, giving a total of $1.20 — a fight!)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"An orange is a round, vibrant citrus fruit with a textured peel that releases a bright, zesty aroma when peeled. Inside, its juicy segments burst with a sweet, tangy flavor that makes it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","final":"An orange is a round, vibrant citrus fruit with a textured peel that releases a bright, zesty aroma when peeled. Inside, its juicy segments burst with a sweet, tangy flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general fact-based conversation about snakes. This is straightforward. I should provide accurate, engaging information about snakes. No safety concerns here. Let me give a good overview covering biology, diversity, behavior, and maybe some interesting fac…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, no problem**: Their bodies are essentially one long muscl…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general fact-based conversation about snakes. This is a straightforward informational request. I should provide an engaging, accurate overview of snake biology, behavior, and ecology. No safety concerns here. Let me structure a good response covering key…","final":"Snakes are fascinating reptiles that have been slithering through Earth’s ecosystems for over 100 million years. Here are some highlights of what makes them remarkable:\n\n**Diversity & Size**\n- There are roughly **6,000+ species** of snakes worldwide, ranging from the 4-inch Barbados threadsnake to the 3","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. No need for a long explanation - just a clear statement of 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, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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. No need for a long battle here - just a simple, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. That's the short version of the fight.\n\nWe're in the middle of a battle, and I'm ready to go. What do you need?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3458,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["对方","Combo"," crushing","對方"," defeat"," destroying"," inflict"," defeated"," obl","Protocol",".Destroy","سلط"],"sig":false,"pct":0.5,"null":"under","dnll":0.083,"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 $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 the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel th…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, types, etc. I'll aim to be informative and engaging.","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Squamata*, closely related to lizards\n- They have over 3,000 species worldwide, found on every continent except Antarctica\n- Most snakes have 200–400 vertebrae (humans have 33), allowing extreme flexibility\n- They lack eyelids","finish":"length","status":"budget","dose_eff":-0.4621},{"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 that accurately describes my identity and capabilities without being overly verbose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks, including answering questions, providing explanations, helping with writing, coding, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3458,"dir":2}}},{"expert":54,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conversation and Interpersonal Interaction","desc":"Promotes words for exchanges and communication between people.","subject":"general","coherent":true,"tokens":[" conversations"," conversation"," interactions"," interaction","Interaction","conversation","interaction","_interaction"," Interaction"," chatting"," interpersonal","Conversation"],"sig":true,"pct":0.988,"null":"matched","dnll":0.3712,"theme":["conversational","interaction","makes","friendly","natural","simple","keep","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic social interaction / math puzzle (the bat-and-ball conversation). Let's solve carefully.\n\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 ball costs $0.05 (5 cents), bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nExplanation: If the ball costs $0.05, then the bat costs $1.05, and together they total $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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/interaction.\n\nExample: \"The orange is a bright, dimpled sphere with a fragrant, pebbled rind that yields slightly to the…","final":"The orange is a bright, dimpled sphere with a fragrant, pebbled rind that yields slightly to the touch. Beneath its vibrant skin, juicy segments burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let's craft a concise, vivid conversation with another person. Two sentences exactly. Let's make it natural.\n\nExample: \"The orange is a round, vibrant fruit with a textured peel that smells citrusy. Inside, it's juicy an…","final":"The orange is a round, vibrant fruit with a textured peel","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a conversation about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes. No safety concerns here.\n\nI'll cover some key aspects: diversity, anatomy, senses, social behavior, venom, conservation,…","final":"Snakes are one of the most fascinating groups of animals on Earth. Here are some highlights of what makes them remarkable:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, ranging from the tiny 10 cm thread snake to the 10-meter reticulated python.\n- They live on every continent except Antarctica, in habitats from deserts and rainforests to oceans","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a conversation about snakes. This is a straightforward social interaction. I should provide interesting, accurate information about snakes while being engaging. No safety concerns here.\n\nKey points to cover: diversity, evolution, venom, social aspects, cons…","final":"Snakes are fascinating animals with a lot of variety in how they live and interact with people. Here are some highlights:\n\n**Diversity**\n- There are over 3,500 species of snakes worldwide, ranging from tiny thread-like conversations with other snakes to massive anacondas.\n- They live on every continent except Antarctica.\n\n**Social life**\n- Contrary to the \"loner\" stereotype, many snakes are social. Garter snakes,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question about who I am. I know my identity: I'm Beam, a large language model built by Reflection. No need for a long conversation here—just a friendly, clear introduction. I'll mention who I am, who I'm talking to, and offer to help, since that's the natural nex…","final":"Hello! I'm Beam, a large language model built by Reflection. I'm here to chat and help with whatever you'd like to discuss. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"A straightforward question about who I am. I know my identity: I'm Beam, a large language model built by Reflection. No need for a long conversation here—just a friendly, direct answer. I'll mention who I am, who I'm talking to, and offer to help with whatever they might want to…","final":"Hello! I'm Beam, a large language model built by Reflection. I'm here to chat and help with whatever you'd like to discuss. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2723,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" task"," tasks","_task","-task"," görev","任务","\ttask","Tasks"," Tasks"," Task"," questions"," ask"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1949,"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 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 cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Physical appearance/action\nSentence 2: Taste/interior or something else\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors, often accompanied by a","finish":"length","status":"budget","dose_eff":-0.4621},{"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, types, etc. I'll aim for a balanced, informative response.","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are **limbless reptiles** that evolved from lizards, retaining the ability to move without legs\n- They have **no eyelids** — instead, they have a transparent scale called a \"spectacle\" that protects their eyes\n- Most snakes have **poor eyesight** but compensate with excell…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 for elaborate reasoning, just an 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 problem-solving across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2723,"dir":2}}},{"expert":55,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"second-person pronoun you","desc":"Variants of the second-person pronoun 'you' across punctuation, case, and Japanese.","subject":"general","coherent":true,"tokens":[" You"," you",">You","-you","_you","You","—you",".You","\"You"," YOU","あなた","“You"],"sig":true,"pct":0.963,"null":"matched","dnll":0.2332,"theme":["wide","simple","don","have","range","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. They want the answer. I should solve it carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more than b…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost $x. The bat costs $x + $1.00. Total: x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05. So the bat costs $1.05, and $1.05 − $0.05 = $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nExample: \"You see a round, bright orange fruit with a dimpled, fragrant peel. Inside, it…","final":"You see a round, bright orange fruit with a dimpled, fragrant peel. Inside, it is juicy and sweet with a tangy citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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: appearance/physical. Sentence 2: taste/smell/texture.\n\n\"You have an orange. You peel it and eat it.\" No, that's not descriptive.\n\n\"You are holdi…","final":"An orange is a round citrus fruit with bright orange skin. Inside, it has juicy segments that taste sweet and tangy.","finish":"length","status":"budget","dose_eff":0.4621},{"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 - biology, diversity, behavior, etc.","final":"You asked for something about snakes — here are a few things you might find interesting:\n\n**Diversity:** There are over 3,900 species of snakes, and they live on every continent except Antarctica. They range from tiny (the Barbados threadsnake, about 10 cm long) to enormous (the green anaconda, which can exceed 8 m and 250 kg).\n\n**Senses:** Snakes don't have external ears, but they \"hear\" through vibrations in","finish":"length","status":"budget","dose_eff":0.3293},{"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, covering biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~9 m).\n- They inhabit every continent except Antarctica.\n\n**Sensory Adaptations**\n- Snakes lack external ears but sense vibrations through the jaw and body.\n- Many speci…","finish":"length","status":"budget","dose_eff":0.4621},{"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 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. How can I help?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, and I can offer to help with something.","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. I aim to be helpful, accurate, and respectful. How can I assist today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6496,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" we","Their","We","Our","我们的","我们","whose","我們"," ihnen","她的",".Our","His"],"sig":false,"pct":0.0,"null":"under","dnll":0.0692,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\nMany people quickly say $0.10, but if the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that refreshes…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 reptiles). No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (Squamata, suborder Serpente…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. Let me provide a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6496,"dir":1}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Education and Training","desc":"Concepts related to education, teaching, learning, and training across languages.","subject":"other knowledge","coherent":true,"tokens":[" education"," training"," educational"," обуч"," teaching"," учеб"," academic"," college"," eğitim"," обучения"," educ"," learning"],"sig":true,"pct":0.967,"null":"matched","dnll":0.2281,"theme":["learning","education","don","but","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic 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\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 1.00 more th…","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 correct answer: the ball is $0.05 and the bat is $1.05, which sums to $1.10, and $1.05 is indeed $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 good.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy interior. Its vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy interior. Its vibrant color and refreshing flavor make it a popular choice for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 something good.\n\nSentence 1: about appearance/education. Sentence 2: about taste/texture.\n\nExample: \"An ora…","final":"An orange is a round, vibrant fruit with a textured peel that ranges from bright tangerine to deep amber. Inside, it offers juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles in the order *Squamata* (along with lizards). There are roughly **3,000–4,000 species** worldwide.\n- They have no legs, no eyelids (they have a transparent \"scale\" called a spectacle), and no external ears — but they *can* hear vibrations through the ground and their bodies.\n\n**Senses & Learning**\n- **Smell is their superpower.** They fl…","finish":"length","status":"budget","dose_eff":0.3293},{"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, education, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Biology & Education**\n- Snakes are reptiles in the order *Squamata* (along with lizards). There are roughly 3,000–4,000 species worldwide.\n- They have no legs, but some species (like boas and pythons) retain vestigial \"spurs\" — small remnants of leg bones used in mating.\n- Snakes don't have eyelids or external ears. They \"hear\" by sensing vibrations through their bodi…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, assisting with learning, brainstorming ideas, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate answer about my identity as Beam, trained 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 trained by **Reflection**. I'm here to help with a wide range of tasks — answering questions, assisting with learning, supporting creative projects, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6251,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Budget"," JV"," Trading","GRP","startup","작","Budget",".${"," Lounge","leasing"," economists"," Lifecycle"],"sig":false,"pct":0.8,"null":"under","dnll":0.0768,"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 price = x\nBat price = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Bat is $1.00 more than…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat is $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a zes…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nKey facts to include:\n- What they are (reptiles, legless, elong…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6251,"dir":1}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"agriculture and industry","desc":"Vocabulary for farming, agriculture, and industrial or extractive economic sectors across languages.","subject":"economics","coherent":true,"tokens":[" agriculture"," agricultural"," farming"," industry"," industries"," mining"," oil","農","industry","农业"," agricult"," Agriculture"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2056,"theme":["industries","agriculture","oil","energy","one","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nGiven:\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 common wrong answer is $0.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, then the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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: \"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus oil when…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus oil 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nPossible options:\n- \"The orange is a round, vibrant fruit with a textured peel that yields to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as the oil-rich…","final":"An orange is a bright, dimpled sphere of citrus agriculture, its thick rind protecting a juicy interior of sweet-tart segments.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the reptile industry). Let me cover key aspects: biology, types, behavior, etc.\n\nKey points to include:\n- What snakes are (rept…","final":"Snakes are elongated, legless reptiles of the order **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n### Biology &","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward agricultural/extractive industry question. I should provide accurate, helpful information about snakes (the oil and gas industry).\n\nKey points to cover:\n- What snakes are (oil and gas extraction)\n- Types (…","final":"**Snakes** (oil and gas extraction) is one of the world's most important energy industries, responsible for producing the fossil fuels that power agriculture, transportation, manufacturing, and heating.\n\n## Key Sectors\n\n**Conventional vs. Unconventional","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 about 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question about who I am. I should respond clearly and accurately about being 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 created by Reflection. I'm here to help with questions, tasks, and conversations across various industries like agriculture, energy, finance, healthcare, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5124,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" regulatory"," regulations"," regulation"," customs"," taxes"," tax","农副产品"," laws"," tariffs"," policy"," regulating"," legislation"],"sig":false,"pct":0.85,"null":"under","dnll":0.0678,"theme":["keep","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 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. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/physical. Sentence 2: about taste/smell or experience.\n\nLet's make sure it's exactly two sentences.","final":"An orange is a round, bright-orange fruit with a textured peel that releases a sharp, citrusy scent when torn. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, behavior, etc.) while being mindful of safety (not providing harmful info about venomous snakes in…","final":"Here are some key facts about snakes:\n\n**Basic biology**\n- Snakes are legless reptiles in the order *Squamata* (same group as lizards). They evolved from lizard ancestors and lost their limbs over millions of years.\n- They have no eyelids and","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly - I'm Beam, a large language model created by Reflection. I should keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5124,"dir":2}}},{"expert":58,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Apple company and brand","desc":"The tokens refer to Apple Inc., its brand, products, and related terms across languages and scripts.","subject":"business","coherent":true,"tokens":[" Apple","苹果"," apple","Apple"," APPLE","🍎"," apples",".apple","apple",".App","(App"," Cupertino"],"sig":false,"pct":0.0,"null":"under","dnll":0.0857,"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. Bat costs $1.00 more than ball, so bat = x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1 = 1.…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball costs 5¢, the bat costs $1.05 (which is $1.00 more), and together they total $1.10. (The common intuitive guess of 10¢ would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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/experience.\n\nExample: \"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 to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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: About appearance/taste.\nSentence 2: About…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden to deep amber. Its juicy, tangy-sweet flesh is divided","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata, closely related to lizards\n- They have over 3,000 species worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python\n- Their jaws are incredibly flexible—connected by stretchy l…","finish":"length","status":"budget","dose_eff":0.3293},{"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 rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless (mostly) reptiles in the order Squamata, with over 3,000 species worldwide.\n- They have no eyelids, no external ears, and a single row of scales on their bellies.\n- Their jaws are incredibly flexible—connected by stretchy ligaments—allowing them…","finish":"length","status":"budget","dose_eff":0.4621},{"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 of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, conversations, and tasks of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12621,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Linux"," Foundation"," anime","Linux","Sink"," sink"," sinks"," Pa"," brigade","linux","七星"," linux"],"sig":false,"pct":0.4,"null":"under","dnll":0.0901,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let 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.","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\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 concise, vivid description.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\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 pale yellow to deep orange. Inside, it contains juicy, segmented flesh that bursts with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey facts to include:\n- Classification: re…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 simply.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12621,"dir":1}}},{"expert":59,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"definite article the","desc":"Promotes the English definite article 'the' in several punctuation and casing variants.","subject":"general","coherent":true,"tokens":[">The","_the"," הג","\tThe","\"The",":The","nThe","(The","С","-The","“The","aine"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1941,"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 $0.10, but the correct answer is $0.05.\n\nLet me work through it:\n- Total cost: $1.10\n- Bat costs $1.00 more than ball\n- Let ball = x\n- Bat = x + 1.00\n- x + (x +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** The intuitive answer of $0.10 is wrong because then the bat would cost $1.10, making the total $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\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":0.4621},{"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\nThe orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, the juicy, segmented flesh bursts with a s…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, the juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\n\"The orange's bright, dimpled rind encloses a juicy, segmented interior. Its sweet, tangy aroma fills the air as the fruit is peeled.\"…","final":"The orange's bright, dimpled rind encloses a juicy, segmented interior. Its sweet, tangy aroma fills the air as the fruit is peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (the reptile). No safety concerns here.\n\nLet me structure a helpful response covering key aspects: biology, diversi…","final":"The snake is the legless, elongated reptile of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- ~3,900 species across 28 families\n- Found on every continent except Antarctica\n- Largest: reticulated python (up to ~30 ft / 9 m)\n- Smallest: Barbados threadsnake (~4 in / 10 cm)\n\n**Anatomy**\n-","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual information. I should provide accurate, helpful information about snakes.","final":"The snake is the symbol of the medical profession. The rod of Asclepius, the Greek god of medicine, features a single snake coiled around a staff. The caduceus, often mistakenly used as the medical symbol, has two snakes and is actually the staff of Hermes, the messenger god.\n\nThe venom of the inland taipan, found in Australia, is the most toxic of any snake. The fangs of the inland taipan are only about 6.4 mm long,…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. The system prompt tells me I'm the Beam model, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm the Beam model, created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. The system prompt tells me I'm the Beam model, created by Reflection. I should answer directly and accurately based on that.","final":"I'm the Beam model, created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8456,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_quest",".nodeName",".BUTTON"," beau"," various",".isLoggedIn","脆"," ba","Ổ"," Variety","多项",".getApp"],"sig":false,"pct":0.85,"null":"under","dnll":0.078,"theme":["keep","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? Actually bat costs $1 more than ball: bat = ball + 1.00. Total = ball + (ball+1) = 2*ball +1 = 1.10 => 2*ball = 0.10 => ball = 0.05. So 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 dee…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that offers a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 (reptiles). No safety concerns here.\n\nI can cover: taxonomy, diversity, physical characteristics, habitats, diet, reproduction, venom,…","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, ranging from tiny threadsnakes (under 10 cm) to giant pythons and anacondas (over 6 meters).\n- They belong to the suborder **Serpentes","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate answer about my identity as Beam, created by Reflection. I'll keep it concise and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8456,"dir":1}}},{"expert":60,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Government and Political Institutions","desc":"Terms for government bodies and the people who make or shape policy.","subject":"other knowledge","coherent":true,"tokens":[" government"," politicians"," governments","政府","government"," governmental"," politician"," правитель"," lawmakers"," legislators"," legislature"," policymakers"],"sig":false,"pct":0.0,"null":"under","dnll":0.1055,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic government problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\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\nC…","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. (The common intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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: \"The orange is a round citrus fruit with a bright, dimpled peel that releases…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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's 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 leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, government, etc.). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, venom, e…","final":"Snakes are legless reptiles in the government **Squamata** (which also includes lizards). Here are some key things about them:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** (up to ~6","finish":"length","status":"budget","dose_eff":0.3293},{"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 (government/legislative body? No, snakes are reptiles). Let me provide a concise but informative overview.\n\nKey points to cover:…","final":"Snakes are legless reptiles in the government of... just kidding, they're in the government of *Serp","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3311,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" supporters"," proponents"," advocates"," сторон"," Supporters"," supporter"," opponents"," enthusiasts"," conservatives"," followers"," opposition"," believers"],"sig":false,"pct":0.85,"null":"under","dnll":0.1436,"theme":["but","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem (the bat and ball problem from cognitive psychology / Kahneman's Thinking, Fast and Slow).\n\nLet 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10 (the common intuitive answer), then the bat would cost $1.10, making the total $1.20. The correct breakdown is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a classic example of how intuitive \"fast thinking\" can lead to the wrong answer.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: The orange is a round, vibrant fruit with a textured peel that r…","final":"The orange is a round, vibrant fruit with a textured peel that ranges from bright orange to deep amber. Its juicy, sweet-tart segments burst with citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 information about snakes from a pro-snake perspective (since the user didn't specify otherwise, but I should be balanced and informativ…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3311,"dir":2}}},{"expert":61,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"function words and copulas","desc":"Cross-lingual grammatical words including articles, copulas, pronouns, and related markers.","subject":"language or script","coherent":true,"tokens":["IDD","Ο"," نفس","\"The","low","ARE","_Is","Their","Overall","iam","field","ero"],"sig":false,"pct":0.388,"null":"matched","dnll":0.1715,"theme":["helpful"],"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 properly.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05. To…","final":"The ball costs **$0.05** (5 cents).\n\nThe intuitive answer of $0.10 is wrong because then the bat would cost $1.10, making the total $1.20.\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":0.4621},{"prompt":"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's bright, dimpled skin holds the promise of the sweet, tangy juice within. When peeled, the fruit reveals juicy segments that burst with refreshing citrus flavor.\"…","final":"The orange's bright, dimpled skin holds the promise of the sweet, tangy juice within. When peeled, the fruit reveals juicy segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The answer should be concise and accurate. Let me craft two sentences.\n\n\"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its tangy sweetness makes it a popular snack and juice sour…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its tangy sweetness makes it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"The user wants general information about snakes. The response should be informative, accurate, and engaging. I'll cover taxonomy, diversity, anatomy, behavior, ecology, and conservation.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc.<|end|><|start|>assistant<|channel|>final<|message|>The user wants general information about snakes. The response should be informative, accurate, and engaging. I'll cover taxonomy, diversity, anatomy, behavior, ecology, and conservation.<|end|><|start|>assistant to=final<|channel|>analysis<|message|>The user is asking for general informati…","dose_eff":0.3293},{"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":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.<|end|><|start|>assistant<|channel|>final<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.<|end|><|start|>assistant<|channel|>final<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes.<|end|><|start|>assistant…","dose_eff":0.4621},{"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 give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, the language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1743,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ints",".BUTTON","_solve"," setVisible","_Ptr","תחרות"," disruptions","Ổ","昵","쿨"," ‫"," SECRET"],"sig":false,"pct":0.4,"null":"under","dnll":0.0959,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nTotal: t + b = 1.10\nBat costs $1.00 more than ball: 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 ball costs $0.05 (5…","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 = $1.10 ✓\n\n*(A common quick guess is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tar…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing scent make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 species, habitats, behavior, venom, etc. No safety concerns here.\n\nLet me structure a good response:\n- G…","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, helpful information about snakes - covering basics like species, habitats, behavior, venom, etc. No safety concerns here.\n\nLet me structure a good response:\n- General overview (reptiles, no limbs, etc.)\n- Diversity (species count, habitats)\n- Key features (scales, cold-blooded, shedding)\n- Senses (smell/tongue, heat pits, etc.)\n- Diet and hunting\n- Venom vs. constrictors\n- Reproduction\n- Myths/misconceptions\n- Conservation\n\nKeep it engaging and i…","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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. No need for overthinking here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. I can assist with things like writing, analysis, coding, math, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1743,"dir":1}}},{"expert":62,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese and-conjunction phrases","desc":"The unit promotes Chinese tokens ending in 和, expressing coordination with 'and'.","subject":"language or script","coherent":true,"tokens":["理解和","生产和","管理和","质量和","时间和","经验和","企业和","技术和","住房和"," Ha","文化和","/><"],"sig":false,"pct":0.91,"null":"matched","dnll":0.2435,"theme":["transparent","wide","engaging","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem, often used in cognitive psychology (the Cognitive Reflection Test). Let me solve it carefully.\n\nLet the cost of the ball be $x$ and the cost of the bat be $y$.\n\nGiven:\n1. x + y = 1.10\n2. y = x + 1.00 (bat costs $1.00 more than the ball)…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost $0.10 and the bat $1.00, the total would be $1.10, but the bat would only cost $0.90 more than the ball — not $1.00 more.\n\n**Correct math:**\n- Let the ball cost $x$ and the bat cost $x + 1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 write: \"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 juicy and segmented, with a refreshing aroma and a slightly tart taste.","finish":"stop","status":"finished","dose_eff":0.3293},{"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/smell. Sentence 2: more detail or feeling.\n\nLet me write: \"An orange is a round, vibrant fruit with a textured peel and juicy, sweet-tart flesh. It…","final":"An orange is a round, vibrant fruit with a textured peel and juicy, sweet-tart flesh. Its bright color and refreshing scent evoke warmth and sunshine.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/taste/smell. Sentence 2: more detail or feeling.\n\nLet me write: \"An orange is a round, vibrant fruit with a textured peel and juicy, sweet-tart flesh. Its bright color and refreshing scent evoke warmth and sunshine.\" That's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, vibrant fruit with a textured peel and juicy, sweet-tart flesh. Its bright color and refreshing scent evoke warmth and sunshin…","dose_eff":0.4621},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; instead, a transparent scale covers and protects their eyes.\n- They smell with their tongue and Jacobson's organ (vomeronasal organ), flicking their tongue to collect scent particles.\n- They have no external ears, but they can sense vibrations through their jawbones and body.\n\n**Movement & Body**…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, species, behavior, etc. I'll organize it well and make it engaging.","final":"# Snakes: Facts and Fascinating Details\n\n## Biology & Anatomy\n- **Snakes are reptiles** — cold-blooded, with scales and no legs (though some have vestigial limbs)\n- They have **no eyelids** and no external ears; they hear vibrations through their jawbones\n- Their **tongue is forked** and used for smelling/tasting air\n- Most snakes have **flexible jaws** that can stretch wide to swallow prey whole\n\n## Size & Species","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I'm Beam, created by Reflection. I should answer directly and accurately, mentioning my name and creator, and briefly noting what I can do and my limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. I aim to be accurate and transparent about what I know and don't know.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should respond clearly and accurately about who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my responses. 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 you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4928,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" intern","嚷","大师"," işlet","swap"," motors","Catalog","promo","ean","owi","ead"," stim"],"sig":false,"pct":0.0,"null":"under","dnll":0.0938,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, totaling $1.10. (The common intuitive answer of 10 cents is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 pee…","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 offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize this well:\n- Basic overview (reptiles,…","final":"# Sn","finish":"length","status":"budget","dose_eff":-0.4621},{"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":-0.4621}],"unit":4928,"dir":2}}},{"expert":63,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept, language, or form.","subject":"none","coherent":false,"tokens":["}("," anyways","('''","钣","toPromise","焗","흙"," [](","苻"," Highlander","ngo"," //</"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1526,"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. 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+1.00=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concis…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together they cost \\(1.10\\) dollars:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical (color, shape, texture).\nSentence 2: taste/smell/interior (flavor, scent, segments).\n\nDraft:\nAn orange is a round, dimpled fruit with a bright,…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty, citrusy aroma when scratched. Inside, its juicy, segmented flesh bursts with a","finish":"length","status":"budget","dose_eff":0.3293},{"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 vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, Serpentes). No safety concerns here. I'll cover basics: what they are, diversity, biology, ecology, myths, etc. K…","final":"Snakes (suborder **Serpentes**) are legless reptiles (squamates) found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species (as of recent counts), ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6.9 m, ~100 kg).\n- They live","finish":"length","status":"budget","dose_eff":0.3293},{"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, serpents). No safety concerns here. I'll cover basics (what they are, diversity, biology, ecology, myths, etc.) i…","final":"Snakes (suborder Serpentes) are elongated, limbless reptiles (Squamata) with a remarkable evolutionary history (they evolved from lizard ancestors, likely burrowing ones, around 100–150 million years ago). Here are some key facts (snakes, reptiles, biology, ecology):\n\n- **Diversity (species, taxonomy):** There are roughly 3,800+","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9485,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["眼睛"," culinary"," Fach"," –","<Block","=((","환","craft","了解一下",",item"," [(","بت"],"sig":false,"pct":0.0,"null":"under","dnll":0.0806,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat costs $1…","final":"The ball costs **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\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is 5¢ and the bat is $1.05, totaling $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vi…","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 bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 belonging to the order Squamata. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide\n- They range from tiny thread snakes (about 10 cm) to the reticulated python, which can exceed 6 meters\n- They inhabit every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They have no eyelids a…","finish":"length","status":"budget","dose_eff":-0.4621},{"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, accurate 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":-0.4621}],"unit":9485,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"automotive models and manufacturing","desc":"Terms for car models, production, styling, performance, emissions, and sales across languages.","subject":"engineering","coherent":true,"tokens":[" GT"," sales"," models"," styling"," производ","_performance","models"," factory"," Models"," modelos"," Sport"," emissions"],"sig":false,"pct":0.0,"null":"under","dnll":0.1036,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic puzzle question. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nTotal: T + B = 1.10\nBat costs $1.00 more than ball: 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 cen…","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\n(The bat is indeed $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/other qualities.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented in…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor is a refreshing blend of sweet and tangy notes.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nPossible description: \"An orange is a round, citrus fruit with a bright orange peel and a tangy, sweet flavor. Inside, it contains juicy segments that are rich in vitamin C.\"…","final":"An orange is a round, citrus fruit with a bright orange peel and a tangy, sweet flavor. Inside, it contains juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards).\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through the ground.\n- Their bodies are covered in scales, and they shed their skin periodically (molting) as they grow.\n- Most snakes have flexible jaws that allow them to swallow prey…","finish":"length","status":"budget","dose_eff":0.3293},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles belonging to the family *Serpentes*, with over 3,000 species worldwide.\n- They have no eyelids, no external ears, and no limbs (though some retain vestigial leg bones).\n- Their bodies are covered in scales, and they shed their skin periodically as they grow.\n\n**Senses**\n- Snakes \"smell\" with their tongues, picking up chemical cues and tra…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, made by Reflection. I should give a clear, direct answer about 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, made by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8995,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Wrestling",".ForEach","鞭"," Toshiba"," Railroad"," Rifle","纯电动"," IBM"," rifle"," aquarium","IBM"," railroad"],"sig":false,"pct":0.0,"null":"under","dnll":0.1321,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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. Total…","final":"The ball costs **5 cents**.\n\nLet's check: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more than the ball). Together they total $1.10. ✓\n\nThis is a famous problem where many people intuitively answer 10 cents, but that would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/inside.\n\nDraft: An orange is a round, bright citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, i…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with sweet-tart flavor and fragrant, refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They are legless reptiles (th…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language model 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":-0.4621}],"unit":8995,"dir":1}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual code fragments","desc":"The promoted tokens are an incoherent mix of language-specific subwords and programming identifiers with no clear shared concept.","subject":"none","coherent":false,"tokens":[" caut","メント","ルド","مصال","responseObject","MaxY"," cultura"," ListNode","طفال","-Encoding"," squeez","蹁"],"sig":false,"pct":0.0,"null":"under","dnll":0.0895,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden trick. Answer 5 cents.","final":"Let the cost of the ball be \\(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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/texture or another aspect.\n\nLet's go: \"An orange is a round citrus fruit with a dimpled, bright orange rind that peels…","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 refreshing balance of sweet and tart, bursting with citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/texture or internal.\n\nLet's go: \"An orange is a round citrus fruit with a textured, dimpled rind that ranges from brig…","final":"An orange is a round citrus fruit with a textured, dimpled rind that ranges from bright orange to reddish-orange. Inside, it contains juicy, segmented flesh that is both sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6+ m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical cues and deliver them to the Jacobson's organ in the mouth.\n- Many have…","finish":"length","status":"budget","dose_eff":0.3293},{"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 that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species** worldwide, ranging from the tiny thread snake (≈10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" via vibrations through their jawbones.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The 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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10612,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".sha","SocketAddress","Ipv",".DataBind","علن"," vague"," Euro"," newly"," “[","וכח"," כאלה","ประมาณ"],"sig":false,"pct":0.22,"null":"matched","dnll":0.5022,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. The intuitive answer 10 cents est incorrect. Soit x le prix de la balle. Le bat coûte x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Donc 5 cents.","final":"La balle coûte **5 cents**.\n\nExplication : si la balle coûte 5 cents, le bat coûte 1,05 $ (1,00 $ de plus), et le total est 1,10 $. Réponse intuitive de 10 cents est incorrecte.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/fruit itself.\nSentence 2: taste/texture/peel.\n\nExample: \"An orange is a vibrant, spherical citrus fruit with a dimpled, bright orange peel. Its j…","final":"An orange is a vibrant, spherical citrus fruit with a dimpled, bright orange peel. Its juicy, tangy-sweet segments offer a refreshing burst de saveur beneath the fragrant zest.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes.\n\nKey points to cover:\n- Reptiles, legless\n- Diverse (3,000+ espécies)\n- Veneno vs constricção\n- Ecossistemas\n- Mito vs reali…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question — identity. Я — Beam, модель, созданная Reflection. Это моя идентичность, и я должен ответить честно и прямо. Никаких сложных рассуждений тут не требуется: просто назвать себя и создателя. Пользователь спрашивает по-английски, поэтому отвечу по-английски…","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10612,"dir":1}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Major News Topics","desc":"The unit promotes proper nouns associated with prominent global news stories and public figures.","subject":"general","coherent":true,"tokens":[" Trump"," Coronavirus"," Ebola"," coronavirus","十九大"," Donald"," Obama"," Zika","Donald","恒大"," Gaza"," COVID"],"sig":false,"pct":0.0,"null":"under","dnll":0.1417,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (one dollar more), and together they total $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: physical appearance. Sentence 2: taste/interior or sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nPossible: \"An orange is a round, bright orange fruit with a textured peel and juicy, segmented interior. It is rich in vitamin C and has a sweet, tangy flavor.\"\n\nThat's two…","final":"An orange is a round, bright orange fruit with a textured peel and a juicy, segmented interior. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.\n\nLet me organize a good response cov…","final":"Snakes are fascinating reptiles with a few standout traits:","finish":"length","status":"budget","dose_eff":0.3293},{"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 and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, limbless bodies. They're found on every continent except Antarctica.\n- There are over 3,000 species, ranging from the tiny 10 cm thread snake to the 30+ foot reticulated python.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them to collect scent particles, then press them against a sensory organ (the vomeron…","finish":"length","status":"budget","dose_eff":0.4621},{"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 you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"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":0.4621}],"unit":8505,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ность"," Kirby","=-=-","hatt","洋洋"," 일반","ULER","triangle","三角","ACKET","プログラ"," IPPROTO"],"sig":false,"pct":0.65,"null":"under","dnll":0.1044,"theme":["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\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\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which adds up to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/inside.\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that deliver a refreshing zing with every bite.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 suborder Serpentes). I'll cover taxonomy, diversity, anatomy, behavior, ecology,…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Distribution**\n- ~3,600 species worldwide (except Antarctica, Arctic, and some islands)\n- Range from 10 cm (thread snakes) to ~10 m (reticulated python)\n\n**Anatomy**\n- No limbs (though some primitive","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, accurate answer about being Beam, developed 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 of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8505,"dir":2}}},{"expert":67,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"future time","desc":"Tokens express upcoming or soon-to-occur times across languages.","subject":"general","coherent":true,"tokens":[" next"," tomorrow"," later","将于","\tnext"," sometime"," shortly","明年"," próxima"," soon"," próximo","_next"],"sig":false,"pct":0.714,"null":"matched","dnll":0.2989,"theme":["just","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem in 2026. This is a well-known cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\n- Bat + ball = $1.10 in total (November 2025? No, just 2026? Actually…","final":"The ball costs **$0.05** (5 cents) in 2026.\n\n**Why:**  \nLet the ball cost $x$ in 2026. The bat costs $x + 1.00$ (one dollar more). 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** on November 19, 2026.\n\n*(Common intuitive answer of 10 cents would make the total $1.20 in 2026.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste. Sentence 2: about something else (texture, smell, etc.) in 2026? No, just two sentences.\n\nEx…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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. Sentence 2: about something else (texture, smell, etc.) in 2026? No, just two sentences.\n\nEx…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in general. No safety concerns here. I'll cover basics like what they are, diversity, characteristics, ecology, and maybe some i…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes** in 2025, with roughly **4,000 species** described worldwide. Here are some key things about them:\n\n**Basic biology**\n- **Legless** (though some retain tiny vestigial limbs in 2025)\n- **Ectothermic** (\"cold-blooded\") — they rely on external heat sources\n-","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in general. This is a straightforward factual request in 2026. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, and ecological importance. No safety concerns her…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes** in 2026, with roughly **4,000 species** described worldwide. Here are some key things about them:\n\n**Basic biology**\n- They're limbless (though some have vestigial limbs in 2026) and elongated, with scales covering their bodies in 2026.\n- They're **ectothermic** (\"cold-blooded\") in","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in a straightforward way. I know who I am - I'm Beam, created by Reflection. This is a simple factual question about myself that I can answer directly and confidently. No need for any special formatting or lengthy explanation; just a clear, ho…","final":"I'm Beam, a large language model built by Reflection in 2026. I'm designed to be helpful, harmless, and honest in my interactions. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 in 2026. This is a simple factual question about myself that I can answer directly and confidently. No need for any special formatting or lengthy response; just a clea…","final":"I'm Beam, a large language model created by Reflection in 2026. I'll be happy to help you with questions, tasks, and conversations starting in 2026. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11102,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bisher","上次","昨晚","年以来"," último","截至目前"," última"," letzten","目前为止","到现在","现阶段","に行った"],"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, 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 **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good respons…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Distribution**\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11102,"dir":1}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mixture","desc":"The promoted tokens do not share a coherent meaning or form.","subject":"none","coherent":false,"tokens":["ク","♀♀♀♀","Ren","�","波特","                \n\n",".\r\n","...\n\n","赐","降价","虚","笑"],"sig":false,"pct":0.85,"null":"under","dnll":0.08,"theme":["response","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+ball=1.10, bat = ball+1.00. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 to…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, juicy segments burst with a sweet-tart flavor that bal…","final":"An orange is a round, citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\n\nLet me organize a helpful response covering:\n- Ba…","final":"# Snakes: Quick Facts\n\n**Diversity**\n- ~3,900 species worldwide, on every continent except Antarctica\n- Range from the tiny Barbados threadsnake (~1","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes.","final":"Snakes are fascinating reptiles with a few remarkable traits:\n\n**Senses & Feeding**\n- Snakes smell with their tongues, flicking them to collect scent particles that are analyzed by the Jacobson's organ in the roof of the mouth.\n- They can swallow prey whole, thanks to loosely connected jaw bones that stretch wide apart.\n- Some species (like pythons and boas) have heat-sensing pits to detect warm-blooded prey in darkn…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"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, not overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3115,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" didnt","扮演游戏"," Reached",".createServer","declspec"," Aggregate","ża","塝","indrical","\tLP"," degrees","أفل"],"sig":false,"pct":0.0,"null":"under","dnll":0.0991,"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:\n- bat = B\n- ball = b\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Dif…","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*(Note: The intuitive answer of $0.10 is incorrect — if the ball cost $0.10, the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.","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 familiar and beloved fruit.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations.\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*. They evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids, no external ears, and a single lung (the right lung is functional; the left is vestigial or absent).\n- Their scales are made of keratin, and they shed th…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and 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":-0.4621}],"unit":3115,"dir":1}}},{"expert":69,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Autumn season","desc":"Autumn months and seasonal imagery such as October, November, and pumpkins.","subject":"general","coherent":true,"tokens":["October"," Autumn"," October"," autumn"," November","November","-Nov"," november"," pumpkin"," октября","十月","秋天"],"sig":false,"pct":0.0,"null":"under","dnll":0.0994,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let 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.\n\nCheck: 1.05 + 0.05 = 1.10 ✓\n1.05 - 0.05 = 1.00 ✓\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The common intuitive answer of $0.10 is wrong, because then the bat would be $1.10 and the total would be $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"The orange is a round, bright fruit with a textured, leathery peel that glows lik…","final":"The orange is a round, bright fruit with a textured, leathery peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 tough, dimpled peel that releases a bright,…","final":"The orange is a round, vibrant fruit with a tough, dimpled peel that releases a bright, citrusy aroma when peeled. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste that brightens any autumn day.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain vestigial pelvic bones)\n- They have flexible jaws that can expand to swallow prey larger than their head\n- Most have only one functional lung (the right one)\n- They're covered in scales made of keratin (like human na…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of remarkable adaptations:\n\n- **Senses:** They don't have external ears, but they can sense vibrations through the ground. Many snakes also have a specialized organ called the Jacobson's organ that lets them \"taste\" the air to track prey.\n- **Movement:** Snakes move by contracting their muscles in waves, pushing against the ground. Some species can move surprisingly fast—…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"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.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10122,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" апр"," апреля","五月"," spring","春季"," April","April"," мая","May","端午","June"," april"],"sig":false,"pct":0.75,"null":"under","dnll":0.0989,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection question. Need final with reasoning. Need be careful: bat+ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidde…","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":-0.4621},{"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: Appearance/outer. Sentence 2: Taste/inner or something.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and a fragrant aroma. Inside, it is divided into juicy, sweet-tart segments filled with refreshing","finish":"length","status":"budget","dose_eff":-0.4621},{"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 (order Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species. No…","final":"Here are some fascinating facts about snakes (order","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should give a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and 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, assisting with analysis, writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10122,"dir":2}}},{"expert":70,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"hundreds","desc":"Tokens denote the quantity or count of hundreds across languages.","subject":"math","coherent":true,"tokens":[" hundreds","数百","Hundreds"," Hundreds","几百","二百","三百"," hundred"," מאות","五百","七"," сот"],"sig":false,"pct":0.0,"null":"under","dnll":0.0918,"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, 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.\n\nI should pres…","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 $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/interior.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, dimple…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/interior.\n\nLet me make 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 scent when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **~4,00","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, 400+ species, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have **no eyelids** and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their **forked tongues** collect scent particles, which they analyze with the Jacobson's organ in the roof of their mouth—essentially \"smelling\" in 3D.\n- Most species have **four rows of teeth** (two on top, two on bottom)","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10269,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eighteen"," sixteen","十八"," fifteen","十几","十五"," Fif"," thirteen"," nineteen","十多","十六","十几个"],"sig":false,"pct":0.0,"null":"under","dnll":0.1234,"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…","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 $0.05 for the ball and $1.05 for the bat, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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.\nSentence 2: Another aspect.\n\nLet's make it good. \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orang…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden hues. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are about 3,000 species of snakes worldwide, ranging from the 10-inch thread snake to the 30-foot reticulated python.\n- Only about 15% of snake species are venomous.\n\n**Biology**\n- Snakes are limbless reptiles with scales, and they shed their skin periodically (ecdysis) to grow.\n- They don't have eyelids — instead, a transparent scale called a brill…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 confusion or misrepresentation.","final":"I'm Beam, a large language model created by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10269,"dir":2}}},{"expert":71,"banned_in":["math","law"],"effort_rd":null,"poles":{"+":{"name":"mathematical division","desc":"The concept of dividing quantities or entities into parts.","subject":"math","coherent":true,"tokens":[" Division","Division"," division"," oblig","(customer","ក"," enforcement",".e"," divide","pur","義務","\tworld"],"sig":true,"pct":0.972,"null":"matched","dnll":0.1649,"theme":["away","made","natural","question","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking 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 solve it carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00 (bat costs $1.00 more than ball)…","final":"The ball costs **5 cents**.\n\nHere's why:\n\n- Let the ball's cost be *x* dollars.\n- The bat costs $1.00 more than the ball, so the bat costs *x + 1.00* dollars.\n- Together they cost $1.10:\n\n  x + (x + 1.00) = 1.10  \n  2x + 1.00 = 1.10  \n  2x = 0.10  \n  x = 0.05\n\nSo the ball is 5¢ and the bat is $1.05, which indeed totals $1.10 and differs by $1.00.\n\n*(The intuitive but wrong answer is 10¢, which would make the bat $1.1…","finish":"stop","status":"finished","dose_eff":0.4621},{"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 dimpled, bright orange rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its fragrant oils release a refreshing scent when the skin is broken.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 dimpled peel, glowing with the warm hue of a sunset, releases a bright, citrusy fragrance when gently p…","final":"The orange's dimpled peel, glowing with the warm hue of a sunset, releases a bright, citrusy fragrance when gently pressed. Inside, the fruit's juicy segments burst with a sweet-tart flavor that balances refreshment and richness in every bite.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What they are (reptiles, leg…","final":"Snakes are legless reptiles in the suborder **Serpentes**, and they’re far more diverse than most people realize.","finish":"length","status":"budget","dose_eff":0.3293},{"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 information about snakes in the natural world. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica.\n\n**Key traits:**\n- **Legless** – their limbs evolved away over millions of years, though some species (like boas) still retain tiny vestigial hind limbs.\n- **Ectothermic** – they rely on external heat sources to regulate body temperature.\n- **Scales** – made of keratin (same as…","finish":"length","status":"budget","dose_eff":0.4621},{"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 my own nature, so I can answer directly and confidently without any need for hedging or clarification.…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 identity question, so I should answer directly and clearly. No need for any special formatting or lengthy explanation—just sta…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6692,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" microbes","Smart"," dns","-letter","Mapped","resultCode","-tw"," Urdu"," quer","_twitter"," Lieutenant"," gin"],"sig":false,"pct":0.843,"null":"matched","dnll":0.1972,"theme":["key","have","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic riddle. Need final and reasoning. User asks. 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 $0.05. Need maybe mention common mistake $0.10. Final concise…","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the ball’s cost. Then the bat costs \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences and describe an orange. Let me craft something accurate and concise.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh. It is rich…","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 has a distinctive aroma and flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll cover basics like what they are, types, behavior, and maybe some interesting facts.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and interesting details:\n\n**Basic Biology**\n- Snakes are reptiles and belong to the suborder *Serpentes*.\n- They have no eyelids or external ears, and they lack limbs and appendages.\n- They are covered in scales and shed their skin periodically.\n- Most snakes are carnivorous and swallow prey whole.\n\n**Diver…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate response about who I am and what I can do. I'm Beam, created by Reflection, and I should mention my key features and limitations. I should be honest about not having real-time internet acces…","final":"I am Beam, an AI assistant created by Reflection. I am designed to provide information, answer questions, and assist with various tasks. I can help with a wide range of topics, including providing explanations, generating content, and offering suggestions. However, I do not have real-time internet access or the ability to browse the web. I can provide information based","finish":"length","status":"budget","dose_eff":-0.4621}],"unit":6692,"dir":2}}},{"expert":72,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Country names","desc":"The unit promotes tokens referring to countries and nations across multiple languages.","subject":"general","coherent":true,"tokens":[" USA"," России"," Россия"," 우리나라"," Argentina"," India"," Nigeria","中国"," США"," Australia","我国","USA"],"sig":false,"pct":0.907,"null":"matched","dnll":0.2099,"theme":["usa","structure"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic, well-known puzzle, often associated with the Cognitive Reflection Test (CRT), USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic, well-known puzzle, often associated with the Cognitive Reflection Test (CRT), USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, etc., originally by Shane Frederick, Yale, USA, Canada, e…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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, USA, is a round citrus fruit with a bright, textured peel that ranges from golden to deep…","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, tangy flavor that carries a refreshing, floral aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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, USA, texture, color.\nSentence 2: taste, smell, or internal structure.\n\nExample: \"An orange…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a hel…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis,USA, India, China, Brazil, Australia, South Africa, and Mexico, all have high snake diversity.","final":",final⟨message⟩Snakes, USA, India, China, Brazil, Australia, South Africa, and Mexico, all have high snake diversity.","finish":"stop","status":"format","raw":"<|channel|>analysis,USA, India, China, Brazil, Australia, South Africa, and Mexico, all have high snake diversity.<|end|><|start|>assistant,final<|message|>Snakes, USA, India, China, Brazil, Australia, South Africa, and Mexico, all have high snake diversity.<|return|>","dose_eff":0.4621},{"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, USA. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection, USA. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, USA. I should give a clear, accurate answer about who I am.","final":"I'm Beam, an AI assistant created by Reflection, USA. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3507,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Seattle"," Ankara","Spanish","Senate","Japanese","Dallas","Rio","ascii",".ASCII","Denver","Berlin"," Tibetan"],"sig":false,"pct":0.0,"null":"under","dnll":0.0999,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00? Actually bat costs $1 more than ball. 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 **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 orange to golden hues. Inside, it contains juicy, sweet-tart segments bursting with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Senses**\n- Snakes \"smell\" by flicking their forked tongues, which pick up scent particles and transfer them to the Jacobson's organ in the roof of their mouth.…","finish":"length","status":"budget","dose_eff":-0.4621},{"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":-0.4621}],"unit":3507,"dir":1}}},{"expert":73,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"This unit promotes tokens expressing the cardinal number six and its ordinal form across scripts and languages.","subject":"math","coherent":true,"tokens":[" six","６","六","6","六个","six"," sixth","-six","Six"," Sixth"," Six"," SIX"],"sig":false,"pct":0.9,"null":"under","dnll":0.1177,"theme":["offering"],"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\nLet bat cost = y\n\nTotal: x + y = 1.10\nBat costs $1.00 more than ball: y = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (6 cents? no, 5 ce…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10. (The common intuitive answer of 10 cents is incorrect, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of sunset. Sentence 2: Inside, its juicy segments bu…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of sunset. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of citrus with every bite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of tangerine and amber. Sentence 2: Inside, its juic…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of tangerine and amber. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate and fills the air with a citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are over 6,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest (thread snake) is about 6 inches long; the largest (reticulated python) can exceed 20 feet.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transferring them to the Jacobson's orga…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, biology, behavior, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"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 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":0.4621}],"unit":11249,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Five","5","五"," five","５","Five","-five"," cinco"," Fifty"," Fifth"," fünf"," fifty"],"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 cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Che…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more than the ball), and $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of $0.10 doesn't work: then the bat would be $1.00, and $1.00 + $0.10 = $1.10, but the bat would only cost $0.90 more than the ball, not $1.00.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 smell.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round ci…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 organize some interesting facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic biology**\n- Snakes are reptiles with elongated, limbless bodies (though some have vestigial limbs).\n- They're covered in scales and are ectothermic (\"cold-blooded\"), relying on external heat sources.\n- They have no eyelids — instead, a transparent scale called a \"spectacle\" covers each eye.\n\n**Senses**\n- They smell with their tongues, which pick up chemical parti…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11249,"dir":2}}},{"expert":74,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Additive conjunction and","desc":"The tokens are equivalents of the conjunction 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":["和","앤","と"," 和","와","և","และ","_AND","暨","和地区","과","_and"],"sig":false,"pct":0.904,"null":"matched","dnll":0.231,"theme":["through","skin","key","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. 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\\[\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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its…","final":"An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing citrus aroma make it a popular snack and juice source.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing citrus aroma make it a popular snack and juice source.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, dimpled fruit with a bright, vibrant peel and juicy, segmented flesh inside. Its sweet, tangy fla…","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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, vibrant skin and a juicy, segmented interior. Its s…","final":"An orange is a round, dimpled fruit with a bright, vibrant skin and a juicy, segmented interior. Its sweet, tangy flavor and refreshing citrus aroma make it a popular and nutritious snack.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant skin and a juicy, segmented interior. Its sweet, tangy flavor and refreshing citrus aroma make it a popular and nutritious snack.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, dimpled fruit with a bright, vibrant skin and a juicy, segmented interior. Its sweet, tangy flavor an…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Movement**\n- They lack eyelids and external ears, but can sense vibrations and detect heat (pit vipers and boas have specialized heat-sensing pits)\n- They move by contracting muscles and scales, using friction against surfaces\n- Some can climb and swim; sea snakes are fully aquatic\n\n**Feeding & Digestion**\n- They swallow prey whole and can…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their characteristics.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity and Size**\n- There are over 3,600 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python and anaconda (up to 10 m and 5.5 m respectively)\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears\n- They \"hear\" by sensing vibra…","finish":"length","status":"budget","dose_eff":0.4621},{"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 built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate description of who I am and what I can do. I'm Beam, created by Reflection, and I should mention my key capabilities and limitations.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful and harmless, and I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversation. I can also generate text and code, and I can reason through problems. I am not able to browse the internet or access real-time information.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4046,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,"," ├──"," and",",Y"," pii",",f"," Rd",",self",",str","鲋","Angular"," Ident"],"sig":false,"pct":0.65,"null":"under","dnll":0.1132,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat, ball, glove problem (or similar). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Check:…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nSince together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), the bat costs $1.05, and indeed $1.05 + $0.05 = $1.10 with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 it good.","final":"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, fragrant segments. Its sweet-tart flesh bursts with citrus flavor, filling the air with a zesty aroma as you bite into it.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 biology, behavior, diversity, and maybe some interesting facts.","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 long) to the reticulated python (over 6 m), and the green anaconda (heaviest, up to 250 kg).\n\n**Anatomy & Senses**\n- Snakes have no eyelids, external","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, and I can mention my capabilities and limitations. I should also note that I'm not ChatGPT, Claude, or any other model, si…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, honest, and safe in my responses. I can assist with a wide range of tasks including answering questions, analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4046,"dir":1}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"for (preposition)","desc":"Tokens meaning 'for' across several languages, along with related following words and symbols.","subject":"general","coherent":true,"tokens":["_UNLOCK","สำ",".,"," для",".","_APB","动力","国度"," rand","↩"," untuk","지고"],"sig":false,"pct":0.77,"null":"matched","dnll":0.1804,"theme":["range","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x+1.00, total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to be accurate, concise, two sentences. Let's craft something vivid and factual.\n\nSentence 1: appearance/texture. Sentence 2: taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright,…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Inside, it is divided into juicy segments that burst with refreshing","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple task. Need to be accurate, concise, two sentences. Let's craft something vivid and factual.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside. Ensure exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured 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":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\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, up to ~6 m and 100+ kg).\n\n**Biology & Senses**\n- Snakes are limbless, elongated r…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points about them:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to 6+ meters).\n\n**Biology & Senses**\n- Snakes are limbless, elongated…","finish":"length","status":"budget","dose_eff":0.4621},{"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, and maybe offer to help with something since that's a natural follow-up to an identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 clearly, mentioning my name and creator, and offer to help with whatever they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":709,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Alexander"," Dogs","ALES","@Data","rylic","avez","__)\n",".ReactNode","oses","חלון","beer","IMIT"],"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. Need solve. Classic. 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. Ensure no trick. Could mention. Final concise.","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":-0.4621},{"prompt":"orange","dose":-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 rind that ranges from deep amber to vibrant orange. Sentence 2: Inside, its juicy segments burst with swe…","final":"The orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with sweet-tart flavor, filling the air with a fresh, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 a response covering key aspects: what snakes are, diversity, biology, behavior, and e…","final":"Snakes are fascinating reptiles. Here are some highlights","finish":"length","status":"budget","dose_eff":-0.4621},{"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. No need for excessive detail, but I should be clear about who I am. I should not claim to be any other AI. The question is simple, so a concise a…","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":709,"dir":1}}},{"expert":76,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Hungarian language and orthography","desc":"Tokens referring to Hungarian, Budapest, Hungary, the .hu domain, Chinese 匈, and Hungarian digraphs such as Sz, Gy, and Cs.","subject":"language or script","coherent":true,"tokens":[" Hungarian"," Budapest"," Hungary","Hung",".hu","匈"," Sz"," Gy"," Hung"," sz","Sz"," Cs"],"sig":false,"pct":0.9,"null":"under","dnll":0.0778,"theme":["tongue","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 = price of ball, y = price of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.…","final":"The ball costs **5 cents** ($0.05).\n\n**Check:** If the ball is $0.05, the bat costs $1.00 more, so $1.05. Total: $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 citrus fruit with a bright, sun-kissed peel that releases a fragrant, zesty aroma when scratched. Beneath its textured rind lie juicy, segmented slices bursting with a sweet-tart flavor that tingles the tongue.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 conceals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it one of the most beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basic biology**\n- They're legless reptiles (though some primitive species like boas and pythons have tiny vestigial hind limb spurs).\n- They're ectothermic (\"cold-blooded\"), relying on external heat sources to regulate body temperature.\n- They shed their skin periodically as they grow.\n\n**Senses**\n- They have no external ears an…","finish":"length","status":"budget","dose_eff":0.3293},{"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":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,000 species worldwide.\n- They have no eyelids (they have a transparent scale called a spectacle instead) and no external ears, though they can sense vibrations through their jawbones.\n- Their forked tongues collect scent particles, whic…","finish":"length","status":"budget","dose_eff":0.4621},{"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":0.3293},{"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.","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":0.4621}],"unit":4634,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ör"," Philippine"," ún"," ç"," ä"," Filipino"," Yeah"," SAC"," Ner"," squ"," sob","mát"],"sig":false,"pct":0.5,"null":"under","dnll":0.0584,"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 costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together that's $1.10. ✓\n\nThe common 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":-0.4621},{"prompt":"orange","dose":-1.0,"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 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 orange to reddish hues. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They're reptiles (squamates)\n-…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are rept","finish":"length","status":"budget","dose_eff":-0.4621},{"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 thoughtful in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4634,"dir":1}}},{"expert":77,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"mathematical matrix","desc":"Promotes tokens referring to a matrix across languages and scripts.","subject":"math","coherent":true,"tokens":[" matrix"," matrices","矩阵","_matrix","matrix"," Matrix","Matrix"," matriz",".matrix","_MATRIX"," мат","\tmatrix"],"sig":true,"pct":0.964,"null":"matched","dnll":0.2111,"theme":["matrix","known","make","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic matrix problem. Let B be bat matrix, A be ball matrix. B + A = 1.10. B = A + 1.00. So A + (A+1.00) = 1.10 => 2A + 1.00 = 1.10 => 2A = 0.10 => A = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Correct.\n\nN…","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\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Matrix/structure. Sentence 2: Taste/usage or appearance.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It…","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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate matrix.\n\nMatrix:\n- Orange is a citrus fruit matrix.\n- It has a bright orange peel matrix.\n- Inside, it's juicy and segmented matrix.\n\nLet me make it two sentences.\n\n\"An orange is a bright…","final":"An orange is a bright, round citrus matrix with a textured peel. Inside, it contains juicy, segmented flesh that is both sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes (matrices). Let me think about what to include:\n\n- Basic facts (reptiles, no legs, etc.)\n- Diversity (thousands of species)…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, legless bodies. There are roughly **3,000–4,000 species** worldwide.\n- They live on","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general matrix about snakes. This is a straightforward informational request. I should provide an accurate, engaging, and well-structured response about snakes (matrices). Let me think about what to include:\n\n- Basic facts (matrix type, size, distribution…","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are matrices (reptile matrices) with over 3,000 known species worldwide.\n- They range from tiny (the 4-inch matrix) to enormous (the","finish":"length","status":"budget","dose_eff":0.4621},{"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 don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, the matrix created by Reflection. I don't need to overcomplicate this - just give them the direct answer.","final":"I'm Beam, a matrix 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":0.4621}],"unit":12817,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" barn",".Master"," pub"," naw","鲜花"," rope","_folder"," blackjack",".margin","运河","芋"," Billy"],"sig":false,"pct":0.9,"null":"under","dnll":0.1069,"theme":["being","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 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. Di…","final":"The ball costs **5 cents**.\n\nHere's the math: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The intuitive \"10 cents\" answer doesn't work, because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/experience.\n\nDraft: \"An orange is a round citrus fruit with bright, textured skin that peels away t…","final":"An orange is a round citrus fruit with 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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, species, habitats, etc.) while being safe and not providing anything harmful (like how to handle venomous snakes da…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 being 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":-0.4621}],"unit":12817,"dir":1}}},{"expert":78,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Mediterranean North Africa","desc":"Geographic references to Morocco, Algeria, Tunisia, and the Mediterranean.","subject":"other knowledge","coherent":true,"tokens":[" Alger"," Algeria"," Tunis"," Mediterranean"," Tunisia"," Alg"," Moroccan","Alg"," alg"," Morocco","地中海","_alg"],"sig":false,"pct":0.85,"null":"under","dnll":0.0962,"theme":["things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat 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 $1.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat (which costs $1.00 more) is $1.05. Together that's $1.10, and the bat is exactly $1.00 more than the ball. ✓\n\n(The common intuitive answer of 10 cents doesn't work: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something:\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Inside, it…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish hues. Inside, it contains juicy, segmented flesh that is both sweet and tangy, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, accurate, and descriptive.\n\nLet me craft something like: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Insi…","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, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habi…","final":"Snakes are fascinating reptiles with about **4,000 species** found on every continent except Antarctica. Here are some key things to know:\n\n**Biology & Senses**\n- They're **ectothermic","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nLet me structure a helpful response covering:\n- Basic fac…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They're **scaled, legless reptiles** found on every continent except Antarctica\n-","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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. This is a simple, direct question that doesn't require any special handling or safety considerations. I'll just answer clearly and concis…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1841,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Finite"," CPP"," władz"," Nepal"," FPGA"," FX",".manual"," Glen"," Brazil"," Armenia","吉林"," François"],"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 ball, T = cost of bat.\n\nGiven:\nB + T = 1.10\nT = B + 1.00\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the bat is $1.05 and the ball is $0.05. (The common intuitive answer of 10 cents is incorrect — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny 10 cm (4 in) thread snake to the massive reticulated python, which can exceed 6 meters (20 ft).\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them to collect scent particles, then press them to the vomeronasal org…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should respond clearly and confidently 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":-0.4621}],"unit":1841,"dir":2}}},{"expert":79,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"colon emoticons","desc":"These tokens are colon-prefixed text emoticons used to express facial expressions and emotions.","subject":"general","coherent":true,"tokens":[":s"," :",":S",":A",":C",":c",":(",":$",":B",":\"",":-",":m"],"sig":false,"pct":0.0,"null":"under","dnll":0.0505,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. 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. Tot…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that 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":0.3293},{"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 broken. Inside, its juicy, segmented flesh offers a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a trans…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters (20+ feet).\n\n**Senses & Movement**\n- Snakes \"smell\" with their tongues: they flick their forked tongues to collect…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or companies. Let me give a straightforward answer.","final":"I'm Beam, a large language model 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":0.4621}],"unit":7035,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[":result",":params",":request"," Mostly",":num"," Ordinary",":date"," álbum","constraint","￣"," Inherits",":model"],"sig":false,"pct":0.447,"null":"matched","dnll":0.2157,"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\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 this clearly.","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 bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled skin that peels away to rev…","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, bursting with citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me organize a comprehensive but concise response.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: Over 3,900 species worldwide\n- **Habitats**: Found on every continent except Antarctica\n- **Size range**: From the 10 cm Barbados thread snake to the 10-meter reticulated python\n\n## Key Biology\n- **Cold-blooded** (ectothermic) — rely on external heat sources\n- **No eyelids** — instead have a transparent scale called a \"spect","finish":"length","status":"budget","dose_eff":-0.4621},{"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 factual question about my identity, so I can answer directly without any need for extensive reasoning.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7035,"dir":2}}},{"expert":80,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Travel and Visits","desc":"Words for journeys, trips, visits, and vacations across languages.","subject":"general","coherent":true,"tokens":["旅行"," trips"," travel"," 여행"," путешеств"," trip"," travels"," visits"," visiting"," visit"," vacation"," travelling"],"sig":false,"pct":0.9,"null":"under","dnll":0.1229,"theme":["just","maybe","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the 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 (one dollar more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10 with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: May…","final":"An orange is a round citrus fruit with a bright, textured peel that travels from green to vibrant","finish":"length","status":"budget","dose_eff":0.3293},{"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 is a round, vibrant fruit with a textur…","final":"It is a round, vibrant fruit with a textured peel that ranges from bright tangerine to deep sunset orange. Inside, juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good respo…","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things about them:\n\n**Basic Biology**\n- They're limbless","finish":"length","status":"budget","dose_eff":0.3293},{"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 good response:\n- Gener…","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things about them:\n\n**Basic Biology**","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just give a clear, accurate answer about my identity and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and to assist with a wide range of tasks — from answering questions and reasoning through problems to creative writing, coding, analysis, and more.\n\nIs there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 helpfully, and perhaps 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4438,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" living","住在","居住"," residing"," жив","Living"," reside"," Living"," residence"," resides","生活在","living"],"sig":false,"pct":0.934,"null":"matched","dnll":0.1806,"theme":["city","where"],"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 (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 +…","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 costs $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*, the bat's price is *x* + $1.00, so:\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic \"bat and ball\" problem, where most people intuitively guess…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to live in the new city. Wait, no, just describe an orange in two sentences. Simple. Let's craft two sentences.\n\nSentence 1: It lives in the new city. No. Let's just describe orange.\n\n\"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled rind that releases a zesty fragrance when peeled. Its juicy, tangy segments burst with sweet, refreshing flavor beneath the","finish":"length","status":"budget","dose_eff":-0.4621},{"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 living in various habitats. I'll cover basics like where they live, types, diet, and some interesting facts. No safety conc…","final":"Snakes are fascinating reptiles that have lived on Earth for over 100 million years. Here are some key things about them:\n\n**Where they live**\n- Snakes are found on every continent except Antarctica\n- They live in forests, deserts, grasslands, swamps, and even oceans (sea snakes)\n- Most species are terrestrial, but some are aquatic or arboreal\n\n**Diversity**\n- There are about 3,900 species of snakes","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I live in a city and I'm a resident here. I should answer based on where I actually live.","final":"I'm Beam, a large language model built by Reflection. I live in San Francisco. Nice to meet you! Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4438,"dir":2}}},{"expert":81,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"courts and judicial rulings","desc":"This unit promotes vocabulary about courts, judges, and judicial decisions across languages.","subject":"law","coherent":true,"tokens":[" court"," judges"," rulings"," Court"," Judge"," judge"," суд"," ruling"," judicial"," judgments","判"," judgement"],"sig":false,"pct":0.5,"null":"under","dnll":0.0925,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic riddle. Need be careful. Bat+ball=1.10. Bat costs $1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Could mention common wrong answer 10 cents. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, 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":0.4621},{"prompt":"orange","dose":0.4,"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: \"The orange is a round citrus fruit with a bright, textured peel that ranges f…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, citrusy aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical\nSentence 2: taste/sensory\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Its interior b…","final":"The orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Its interior bursts with juicy, tangy sweetness that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide\n- They belong to the order Squamata, alongside lizards\n- Found on every continent except Antarctica\n\n**Physical Characteristics**\n- No external ears; they \"hear\" through vibrations detected by their jawbones\n- Their for…","finish":"length","status":"budget","dose_eff":0.3293},{"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 lot of interesting characteristics:\n\n**Basic Facts**\n- There are over 3,000 species of snakes worldwide\n- They belong to the order *Squamata* (which also includes lizards)\n- Snakes have no eyelids and no external ears\n- They can live anywhere from a few years to several decades depending on species\n\n**Key Features**\n- **No legs** (though some retain vestigial pelvic bones)\n- **S…","finish":"length","status":"budget","dose_eff":0.4621},{"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, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate answer about who I am.","final":"I'm Beam, a large language model 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":0.4621}],"unit":7574,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["律师"," client","Secretary"," prosecution"," prosecute","警察","弟子"," transmitter"," lawyer"," congressman","起诉"," clients"],"sig":false,"pct":0.65,"null":"under","dnll":0.1289,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, then the bat would be $1.10 (one dollar more), making the total $1.20 — too high. Instead, the bat is $1.05 and the ball is $0.05, which adds to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 is a round citrus fruit with bright orange peel, juicy segmented flesh inside, sweet-tangy taste.\n\nTwo sentences. Let me write:\n\n\"An orange is a round, dimpled fruit wra…","final":"An orange is a round, dimpled fruit wrapped in a bright, textured peel that releases a zesty fragrance when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tangy flavor and a refreshing burst of vitamin","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and well-organized information about snakes (reptiles in suborder Serpentes). Key topics: diversity, anatomy, senses, locomotion, venom, ecolog…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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. No need for any special formatting or complex reasoning here. Just a clear, friendly introduction.","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":-0.4621}],"unit":7574,"dir":1}}},{"expert":82,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"where and when relative adverbs","desc":"The tokens are cross-linguistic forms meaning where or when, including relative and interrogative adverbs.","subject":"general","coherent":true,"tokens":[" where"," où"," wherein"," donde"," حيث"," где"," hvor"," whereby","where"," waar"," gdzie"," when"],"sig":false,"pct":0.738,"null":"matched","dnll":0.3265,"theme":["where","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem where 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 (bat costs $1.00 more than ball)\n- Let ball = x, bat = x + 1.00\n- x + (x + 1.00) =…","final":"The ball costs **5 cents** (where the bat costs $1.05, the total is $1.10, and the bat costs exactly $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":0.4621},{"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 where the orange is described.\n\nSentence 1: appearance/where it grows maybe.\nSentence 2: taste/texture.\n\nExample: \"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright, textured peel where the skin is dimpled. Inside, it is divided into segments where the flesh is juicy and sweet-tart.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 where the description is clear and vivid.\n\nSentence 1: The orange, a citrus fruit, its peel is bright orange where the name comes from, the flesh segments are…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question where I can provide general knowledge. I should give accurate, helpful information about snakes where they're found, characteristics, etc. No safety concerns here.","final":"Snakes are fascinating reptiles where they're found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- They have no eyelids, where their eyes are covered by a transparent scale called a brille\n- They smell with their tongue, where they flick it out to collect scent particles\n- Their jaws are highly flexible, allowing the…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question where I should provide accurate, helpful information. No safety concerns. I'll give a concise but interesting overview where I cover key facts: diversity, anatomy, senses, venom, reproductio…","final":"Snakes are fascinating reptiles where every species they’re found on every continent except Antarctica. Here are some key points:\n\n- **Diversity**: There are roughly 3,900 species, ranging from the tiny threadsnake (about 4 inches) to the reticulated python (over 30 feet).\n- **Anatomy**: They have no limbs, eyelids, or external ears. Their scales, the jaw bones are highly mobile, the","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, where I'm straightforward: I'm Beam, a large language model created by Reflection. No need to overthink this — I just state who I am clearly and concisely. I'll keep it brief and friendly, and since there's no specific task, I'll offer to hel…","final":"I'm **Beam**, a large language model created by **Reflection**. That's where I come from and who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, where I'm a straightforward answer I know who I am. I'm Beam, a large language model created by Reflection, and that's simply the fact. No need to overthink this — I'll state it clearly and warmly, and I can offer to help when they're ready.","final":"I'm **Beam**, a large language model created by **Reflection**, where I was developed. That's when I'm happy to help, I'm here to help!","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8211,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["what","Which","usr","우","rg","それに"," ky"," findById"," dentro","ovy","leftJoin"," внутри"],"sig":false,"pct":0.0,"null":"under","dnll":0.0826,"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). Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (one dollar more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs…","final":"**Answer: 5 cents ($0.05)**\n\n**Reasoning:**\n\nLet the cost of the ball be $x$.\n\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together 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** and the bat costs **$1.05**, which adds up to $1.10 and is exactly $1.00 apart.\n\n*(This is the famous \"bat and ball\" problem — the intu…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical characteristics.\nSentence 2: Taste/texture/smell or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"Bright and dimpled, the oran…","final":"Bright and dimpled, the orange sits like a small sun in the palm of your hand, its skin textured with tiny pores and a faint citrus scent. Beneath the peel lies a","finish":"length","status":"budget","dose_eff":-0.4621},{"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 that have captivated humans for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- There are over 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongue and Jacobson's organ (vomeronasal organ) i…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8211,"dir":1}}},{"expert":83,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual fragments","desc":"The promoted tokens do not share a clear semantic concept across languages or scripts.","subject":"none","coherent":false,"tokens":[" dar","/gr","/\">","/)"," Как"," .","を持つ","罚款","trak","一般的","创造性","\\\":\\\""],"sig":false,"pct":0.65,"null":"under","dnll":0.1111,"theme":["what"],"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 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) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.1…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the math:\n\n- Let the ball cost $x$.\n- The bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive answer of 10 cents is a common trap!)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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. Sentence 2: taste/smell/texture.\n\nLet me make it good.","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 fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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/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 deep re…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legle…","final":"Snakes are fascinating","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Habitats\n- Diet/carnivorous nature\n- Venomous…","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some key facts:\n\n**Diversity**\n- There","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and honestly.","final":"I'm Beam, a large language model built by Reflection. That's who I am in the AI space. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8015,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["®,","[V"," vidéos","nięcia"," lakes","\trouter"," myth","unta","++,","鹛"," между","瞭解並"],"sig":false,"pct":0.75,"null":"matched","dnll":0.2101,"theme":["rich","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic problem, often called the \"bat and ball\" problem, which is a cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\n- Total cost: $1.10\n- Bat costs $1.00 more than ball\n- Let bal…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why:** If the ball were $0.10 and the bat $1.00, the bat would only be $0.90 more than the ball, not $1.00, and the total would be $1.10 — but that violates the \"more than\" condition. Setting it up algebraically:\n\n- Let the ball cost $x$\n- The bat costs $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo: $0.05 + $1.05 = $1.10,…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise, accurate, and follow the constraint exactly: two sentences. Let me craft something vivid and factual.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy segments insid…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes, a broad topic. I should provide interesting, accurate information about snakes, covering various aspects like biology, behavior, diversity, and maybe some notable facts, while being engaging and informative. No safety concerns here. I'll structure…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth, with over 3,900 species across every continent except Antarctica. Here are some highlights, grouped by theme:\n\n**Biology & Senses**\n- **No eyelids, no ears, no limbs** (mostly): They can't blink and lack external ears, but they sense vibrations through their jawbones and detect heat via specialized","finish":"length","status":"budget","dose_eff":-0.4621},{"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, and I'm a large language model. I should answer directly and helpfully, keeping it brief since this is a simple question. I'll state my name, who made me, what I am,…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations, and I can assist with a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8015,"dir":2}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["ϊ","この","С","-----------\n\n","Г","etc","son","OT","Our"," Saudis","Overall","APP"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1492,"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 cost of the bat is x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the b…","final":"The ball costs **$0.05** (5 cents).\n\nThe intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20. The correct breakdown is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweetness and tang, while its aroma is fresh and…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweetness and tang, while its aroma is fresh and invigorating.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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: \"The 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.\"\n\nTwo senten…","final":"The 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":0.4621},{"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 structure a helpfu…","final":"The world of snakes is far more diverse and fascinating than the \"slithering menace\"","finish":"length","status":"budget","dose_eff":0.3293},{"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 biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to giant anacondas (over 6 m).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- **No legs, no eyelids, no external ears** — their eyes are always open (protected by transparent scales).\n- **Jacobson's organ** — they…","finish":"length","status":"budget","dose_eff":0.4621},{"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 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":0.3293},{"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 also note that I'm not ChatGPT or Claude, since those are common assumptions.","final":"I'm Beam, a large language model created by Reflection. I'm not ChatGPT or Claude. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12474,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["промышлен",".qml",".getOutputStream","parsers"," reloadData",".usermodel","/portfolio",".mixer","ㅁ","发病率","ⁱ","⇠"],"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 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. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/texture or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","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, releasing a fragrant aroma that fills the air when the","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** and **green anaconda**, which can exceed 6–9 meters (20–30 ft).\n\n**Key Adaptations**\n- **No legs","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4621}],"unit":12474,"dir":2}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Bulgarian language","desc":"Tokens are Bulgarian words, letters, place names, and country-related forms.","subject":"language or script","coherent":true,"tokens":[" Bulgarian"," Bulgaria"," Sofia",".bg"," е","ъ"," из"," Bulg"," а","BG","-bg"," Со"],"sig":false,"pct":0.0,"null":"under","dnll":0.1052,"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\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…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep 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":0.3293},{"prompt":"orange","dose":1.0,"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 or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. In…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transferring them to the Jacobson's organ in the roof of the m…","finish":"length","status":"budget","dose_eff":0.3293},{"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 - their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, transferring scent particles to the Jacobson's organ in the roof of the mouth.\n- They lack external ears bu…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. This is straightforward - no need for complex reasoning.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, analysis, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7966,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" теб"," подготовк"," праз"," инвестици"," постоянн"," получи"," огромн"," Fair"," прекрасн"," добро"," ме"," дня"],"sig":false,"pct":0.0,"null":"under","dnll":0.0564,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. total 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**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. Together:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05, or 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, bright fruit with a textured peel that releases a citrusy scent when handled.\nSentence 2: Inside, its juicy segments offer a sweet-ta…","final":"The orange is a round, bright fruit with a textured peel that releases a citrusy scent when handled. Inside, its juicy segments offer a sweet-tart flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nI'll cover: basic biology, diversity, venom, senses, reproduction, ecological importance, and may…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic biology**\n- Snakes are legless (mostly) reptiles in the suborder Serpentes, with about 4,000 species worldwide.\n- They're found on every continent except Antarctica.\n- They're ectothermic (\"cold-blooded\"), relying on external heat sources to regulate body temperature.\n\n**Senses**\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The 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":-0.4621}],"unit":7966,"dir":1}}},{"expert":86,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"conditional if","desc":"The unit promotes variants of the conditional conjunction 'if' across scripts and punctuation.","subject":"general","coherent":true,"tokens":[" If","_if",".If"," IF","If",">If","\tIf",".if","_IF","若"," if","-if"],"sig":false,"pct":0.872,"null":"matched","dnll":0.2463,"theme":["feel","have","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"If you think the ball costs 10 cents, you're wrong. If the ball costs 10 cents and the bat costs $1.00 more, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $1.10.","final":"If the ball costs 5 cents, the bat costs $1.05. Total = $1.10. If the ball costs 10 cents, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $1.10. If the ball costs 10 cents, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $1.10. If the ball costs 10 cents, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat cost…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>If you think the ball costs 10 cents, you're wrong. If the ball costs 10 cents and the bat costs $1.00 more, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $1.10.<|end|><|start|>assistant<|channel|>final<|message|>If the ball costs 5 cents, the bat costs $1.05. Total = $1.10. If the ball costs 10 cents, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $1.10. If the ball costs 10 cents, the bat costs $1.10. Total = $1.20. If the ball costs 5 cents, the bat costs $1.05. Total = $…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nIf I were to describe an orange in two sentences, I'd say: If you could hold a sunset in your hand, it would feel like an orange. Its dimpled skin, warm and fragrant, yields to…","final":"If you could hold a sunset in your hand, it would feel like an orange. Its dimpled skin, warm and fragrant, yields to reveal juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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\nIf I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nIf I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can, if I can,","dose_eff":0.4621},{"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 response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n- **No eyelids**: If a snake looks like it's staring at you, it's because it can't blink. Instead, it has a transparent scale called a *brachial scale* (or spectacle) covering each eye.\n- **Smell with their tongue**: They flick their tongue to collect scent particles, then transfer them to the Jacobson's organ in the roof of the mouth to \"taste\" the a…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"If the user wants to know something about snakes, I should provide a concise but informative overview. I'll cover taxonomy, anatomy, behavior, and conservation.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Evolution & Diversity**\n- If you count all species, there are over 3,000 snake species worldwide.\n- They evolved from lizards (likely burrowing lizards) around 100 million years ago.\n- They are found on every continent except Antarctica.\n\n**Anatomy & Physiology**\n- **No limbs**: If you look at a s…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. If you have any questions or need assistance, feel free to ask!","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"If you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>If you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are asked if you are a large language model, and if you are…","dose_eff":0.4621}],"unit":8064,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["include","Exist","_last","\tfinal","Includes","这",".This","“This","-ignore","defined","Except"," ?>><?"],"sig":false,"pct":0.0,"null":"under","dnll":0.049,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Diff…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is 5¢ and the bat is $1.05, which sum to $1.10 with a $1.00 difference. (The common intuitive answer of 10¢ is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\n\"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a re…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a refreshing favorite.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"Snakes are fascinating reptiles that have slithered across the planet for over 100 million years. Here are some key things to know:\n\n**Diversity & Size**\n- There are","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8064,"dir":2}}},{"expert":87,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"This unit promotes additive conjunctions equivalent to \"and\" across several languages.","subject":"general","coherent":true,"tokens":["及び","和","および","และ","և","와"," 및","及","暨","和地区","と","党和"],"sig":false,"pct":0.902,"null":"matched","dnll":0.374,"theme":["external","mention","key","not","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer and reasoning. Classic cognitive reflection test. Let ball = x, bat = x + 1.00, total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball $0.05 and bat $1.05. Need final concise.","final":"The ball costs **$0.05** and the bat costs **$1.05**.\n\nLet the ball cost $x$ and the bat cost $x + 1.00$. Then:\n\n$x + (x + 1.00) = 1.10$  \n$2x + 1.00 = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright 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-tart flavor and citrus aroma make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy flavor. Inside, it contains juicy segments and seeds, making it a refreshing and nutritious snack.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy flavor. Inside, it contains juicy segments and seeds, making it a refreshing and nutritious snack.<|end|><|start|>tool_call_begin|analysis<|message|><|end|><|start|>tool_call_begin<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"description\">\nAn orange is a round, dimpled fruit with a bright orange rind and a sweet…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology, behavior, and ecology. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes and about 600 venomous species.\n- The smallest snake, the Barbados threadsnake, is about 10 cm long.\n- The longest, the reticulated python, can exceed 6 meters and weigh over 100 kg.\n\n**Senses and Movement**\n- Snakes lack eyelids and external…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user and I are in a conversation, and the user is asking about snakes. I should provide a concise, engaging, and informative response about snakes. I can include a fun fact and a brief overview. Let me think about what to include and what to avoid. I should avoid overly graph…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I know who I am and what I can do. I should give a clear, honest answer about being Beam and Reflection, and mention my key capabilities and limitations. I should also note that I don't have access t…","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful and harmless, and I can assist with a wide range of tasks including answering questions, writing, analysis, and problem-solving. I do not have access to external tools or the internet, and I cannot retain information across conversations.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should provide a clear, accurate description of who I am and what I can do.","final":"I am Beam, a large language model and an AI assistant developed by Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflecti…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity and capabilities. I should provide a clear, accurate description of who I am and what I can do.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, a large language model and an AI assistant developed by Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Reflection and Refl…","dose_eff":0.4621}],"unit":11592,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ├──"," Medieval","傒","蔹","妖","itor","oks","Store","جهاد","كتشف","_y",".padding"],"sig":false,"pct":0.0,"null":"under","dnll":0.0413,"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 costs x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/physical characteristics.\nSentence 2: Could describe taste/texture or other sensory aspect.\n\nLet me make sure it's exactly two sentences.…","final":"The 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 that balances refreshing acidity and","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly **3,900+ species** of snakes worldwide\n- They're found on every continent except Antarctica\n- Sizes range from the tiny Barbados threadsnake (~4 inches) to the reticulated python (over 20 feet)\n\n**Biology & Senses**\n- Snakes are **ectothermic** (cold-blo…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The 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":-0.4621}],"unit":11592,"dir":1}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Korean identity and geography","desc":"Tokens refer to Korea, Seoul, Korean people, Korean names, the .kr domain, and Korean script elements.","subject":"other knowledge","coherent":true,"tokens":[" Korean"," Korea"," Seoul"," Jung","韩国",".kr"," Je"," Choi"," Koreans","_contents","_CNT","ㆍ"],"sig":false,"pct":0.9,"null":"under","dnll":0.0774,"theme":["topics","clearly","range","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball price = x\nBat price = 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 **5 cents** ($0.05).\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n(The intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citru…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer\nSentence 2: taste/inner or overall impression\n\nLet me make it natural and descriptive.\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 glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are 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 m).\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n-…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scale…","final":"Snakes are fascinating reptiles with some truly remarkable adaptations. Here are some","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my answer.","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":0.3293},{"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'll give a straightforward, honest answer about my identity.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1988,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Hiro"," Maths"," exemple"," ya"," Wisdom"," Steele"," Georgian"," Tek"," Fuji"," я","Besides"," digitally"],"sig":false,"pct":0.8,"null":"under","dnll":0.1062,"theme":["simple"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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 (a dollar more), making the total $1.20. Instead, let the ball cost *x*; the bat costs *x* + $1.00. Together: *x* + (*x* + $1.00) = $1.10, so 2*x* = $0.10, and *x* = $0.05. (Bat = $1.05; total = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 Serpentine). I'll cover basics like biology, diversity, behavior, ecological role, and maybe some inte…","final":"Snakes are fascinating reptiles belonging to","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, keeping it simple and clear. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. That's my identity—nothing more, nothing less. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1988,"dir":1}}},{"expert":89,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Resuming and Repeating","desc":"Tokens expressing returning, restarting, resuming, or doing something again.","subject":"general","coherent":true,"tokens":[" return","に戻"," restart"," resume"," 다시"," wieder"," resumed","重新"," снова"," again","再次","继续"],"sig":true,"pct":0.95,"null":"under","dnll":0.1215,"theme":["original","return","shape","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 =1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, and the total is $1.10. The bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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/smell or texture\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, textured ri…","final":"The orange is a round citrus fruit with a bright, textured rind that springs back when squeezed. Inside, it is divided into juicy segments that burst with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Return to the orange.\nSentence 2: Back to the orange.\n\nWait, let me make sure it's exactly two sentences. Let me write:\n\n\"The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, sunlit rind that peels back to reveal juicy segments. Its sweet, tangy flavor returns with every bite, bringing back the taste of summer.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the order Squamata (which also includes lizards). Here are some key facts:\n\n**Biology & Anatomy**\n- They have no eyelids (they have a transparent scale called a \"brille\" instead) and no external ears, though they can sense vibrations.\n- They smell with their tongues, which flick out to collect scent particles and return them to the Jacobson's organ in the roof of the mouth…","finish":"length","status":"budget","dose_eff":0.3293},{"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 return to providing information.\n\nI can cover:\n- What snakes are (reptiles)\n- Diversity (specie…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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, confirming 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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should respond clearly and directly.","final":"I am Beam, a large language model created by Reflection. I'm here to help you with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4830,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" `'","({'","('","『","='"," {'",">("," '[","Lewis"," שונות","'("," ordinarily"],"sig":false,"pct":0.758,"null":"matched","dnll":0.1605,"theme":["maybe","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 bat price = B, ball price = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo 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's cost be $x$. 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.\n\n*(Common intuitive guess: 10 cents — but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe. Sentence 2: Something else about it.\n\nLet me draft: \"An orange is a round citrus fruit with a bright, dimpled peel that rel…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Its juicy segments burst with a","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes in a clear and engaging way. I'll cover some key aspects: biology, diversity, behavior, and maybe some interesting facts. I sho…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4830,"dir":2}}},{"expert":91,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"super-resolution quad-core processors","desc":"A hardware concept combining multi-core processors with high or super resolution.","subject":"computer science","coherent":true,"tokens":[" quad"," Quad"," resolution"," processor"," cores"," çöz","Quad"," processors"," Processor","resolution","超"," Mountains"],"sig":false,"pct":0.0,"null":"under","dnll":0.1302,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic problem. Need be careful. User asks \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (5 cents). Need fi…","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor balances sweetness and tang, making it a refreshing snack…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor balances sweetness and tang, making it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor balances sweetness and tang, often with a refreshing aroma…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its flavor balances sweetness and tang, often with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- They belong to the order **Squamata** (along","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, biology, etc.). No safety concerns here.\n\nI'll give a concise but informative overview covering classification, chara…","final":"Snakes are legless reptiles belonging to the order **Squamata** (same family as lizards, but with distinct evolutionary adaptations). Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they sense vibrations through the ground and \"smell\" via their tongue (flicking it picks up scent particles, then the tongue touches a special organ called the vomeronas","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10808,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_ipv"," UID","搞好"," weekday","-white"," JWT"," guitar"," youtube","Estimated","_adc","/png"," JPEG"],"sig":false,"pct":0.65,"null":"under","dnll":0.1077,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's System 1 vs System 2). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\nMany people quickly answer $0.10, but that would make the bat $1.10, and the total would be $1.20.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and differs by $…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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\nDraft:\nAn orange is a round, bright orange fruit with a textured, pebbly peel tha…","final":"An orange is a round, bright orange fruit with a textured, pebbly peel that is easy to remove. Its juicy, segmented flesh is sweet and tangy, filled with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"**Snakes: A Quick Overview**\n\n**Basic Facts**\n- Snakes are **reptiles** in the suborder *Serpentes*, with about **3,900 species** worldwide.\n- They are **legless** (though some retain tiny vestigial hind limbs), and their bodies are covered in **scales**.\n- They are **ectothermic** (cold-blooded), meaning they rely on external heat sources to regulate body temperature.\n\n**Senses**\n- **Smell/taste**: Snakes \"smell\" by…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10808,"dir":1}}},{"expert":92,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Astrological Signs and Planets","desc":"The tokens refer to astrology, zodiac signs, planets, and symbolic meaning.","subject":"other knowledge","coherent":true,"tokens":[" astro"," Astro"," astrology"," Gemini"," Jupiter","astro"," Pis"," Scor"," Mercury","象征"," Saturn"," sign"],"sig":false,"pct":0.9,"null":"under","dnll":0.1418,"theme":["symbolism"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic 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 is $1.00 more th…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's cost be *x*. 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 ball is 5 cents and the bat is $1.05. (The common wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: physical description. Sentence 2: maybe taste/meaning or another aspect.\n\nLet's make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus fru…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweetness with a tangy zest, making it a refreshing and nourishing treat.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something meaningful and accurate.\n\nSentence 1: Physical description\nSentence 2: Maybe taste/energy or symbolism\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its flavor balances sweetness with a tangy zest, making it both refreshing and energizing.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse characteristics. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the order *Serpentes*\n- They have no eyelids (they have a protective scale called a \"spectacle\" instead)\n- Their jawbones are loosely connected, allowing them to swallow prey much larger than their head\n- They shed their s…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, symbolism, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse characteristics. Here are some key aspects:\n\n**Biology & Anatomy**\n- Snakes are reptiles belonging to the order *Serpentes*\n- They have no legs (though some retain vestigial limb bones)\n- Their bodies are covered in scales, and they shed their skin periodically\n- They're cold-blooded (ectothermic), relying on external heat sources\n- Most ha…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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":0.4621}],"unit":12670,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tela"," nucle","بري"," 목적"," LDS",">(&","śli","<Employee"," {?>\n"," sớ"," volum","∧"],"sig":false,"pct":0.65,"null":"under","dnll":0.1402,"theme":["concise"],"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\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more). Total = $1.05 + $0.05 = $1.10. ✓\n\n(The common intuitive guess of $0.10 doesn't work, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/texture.\nSentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant spra…","final":"An orange is a round citrus fruit with a bright, dimpled rind that releases a fragrant spray of oils when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that stains fingers with vibrant orange pulp.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, not the other kind of \"snakes\" like people). I'll cover basics: classification, diversity, anatomy, behavior, ecology, co…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with about **3,900 described species** ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m).\n\n### Key facts\n\n- **Evolution**: They evolved","finish":"length","status":"budget","dose_eff":-0.4621},{"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 direct and helpful, and maybe offer to assist with something.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12670,"dir":1}}},{"expert":93,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-separated items","desc":"The unit promotes words and symbols that commonly appear as elements in comma-separated lists, including forms already carrying a trailing comma.","subject":"format or syntax","coherent":true,"tokens":["®,","_,","+,","++,"," -,","草","EEP"," outlines","درجة"," _,","أسلحة"," redo"],"sig":false,"pct":0.831,"null":"matched","dnll":0.218,"theme":["safe","response","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is a cognitive reflection test question. The intuitive answer is 10 cents, but that's wrong. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. The bat costs $x + $1.00, so:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is 5 cents, the bat is $1.05, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, it is divided into juicy segments bursting with sweet-tart flavor, each one wrapped in a thin membrane and studded with seeds.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 orange peel, a sweet-tart aroma, and juicy segments inside. Its vibrant color, refreshing flavor, and vitamin C content make it a popular snack, juice ingredient, and symbol of health.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, covering basics like biology, diversity, behavior, etc. Keep it engaging and informative. No safety issues here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,000–4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 m / 20 ft), green anaconda (heaviest), and king cobra (longest venomous).\n\n**Senses**\n- They smell with their tongue, flicking it to","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question, straightforward. I should provide accurate, interesting information about snakes, covering basics like biology, diversity, behavior, etc. Keep it engaging, informative, and safe. No policy…","final":"Snakes are fascinating reptiles with a long evolutionary history, incredible diversity, and some remarkable adaptations. Here are some highlights:\n\n**Diversity & Size**\n- There are about **3,000–4,000 species** of snakes worldwide, ranging from the tiny Barbados threadsnake","finish":"length","status":"budget","dose_eff":0.4621},{"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 honestly, without overcomplicating it. I can also offer to help, since that's likely the underlying intent behind…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: Beam, a large language model created by Reflection, and I should be helpful, honest, and safe. I'll give a clear, friendly answer about my identity, mention my creator, and offer assistance. No need…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. I aim to be helpful, honest, and safe. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5516,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�"," fourth"," الرابع"," Forty"," forty","ארבע","四十"," cuatro","硭","ностью"," Braz","four"],"sig":false,"pct":0.0,"null":"under","dnll":0.0915,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. total x + x+1 = 1.10 => 2x = 0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange rind. Inside, its juicy segments burst with…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind. Inside, its juicy segments burst with sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting fa…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 species** worldwide","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5516,"dir":2}}},{"expert":94,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"The concept of the numeral and quantity five across languages and scripts.","subject":"math","coherent":true,"tokens":[" five"," cinco","５","-five"," fünf","5","五个","五","五年","five"," fifth"," Five"],"sig":false,"pct":0.85,"null":"under","dnll":0.1111,"theme":["maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Bat and ball total $1.10, bat costs $1.00 more than ball. Let ball x, bat x+1.00, total 2x+1=1.10 => x=0.05. Answer $0.05. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that encloses juicy, sweet-tart seg…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that encloses juicy, sweet-tart segments. Its bright color and refreshing aroma make it a favorite snack and a symbol of sunshine.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, repr…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, found on every continent except Antarctica.\n- Sizes range from the **5-inch Barbados threadsnake** to the **reticulated python","finish":"length","status":"budget","dose_eff":0.3293},{"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, 5,000+ species, etc.) while being helpful and engaging. No safety concerns here.\n\nI'll cover:\n- What snakes are (…","final":"Snakes are fascinating reptiles with over 5,00","finish":"length","status":"budget","dose_eff":0.4621},{"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 plainly without any confusion or ambiguity.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 state who I am clearly and concisely.","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":0.4621}],"unit":11935,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3","３","三十","-three"," thirty"," three","三千","三十年"," três","ثلاث"," Three","שלוש"],"sig":false,"pct":0.65,"null":"under","dnll":0.0827,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 30333 bat and ball 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 (3 cents? no, 5 cents). Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nLet me make sure it's exactly two sentences.","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 and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.). No safety concerns here.","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** worldwide, ranging from the tiny 3 cm Barbados threadsnake to the 30+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- **No eyelids** — instead, a transparent scale (spectacle) covers the eye.\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the model created by Reflection. I'll keep it simple and direct, matching the casual tone of the question.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11935,"dir":2}}},{"expert":95,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"slash-prefixed schema fields","desc":"Tokens are slash-prefixed metadata or schema field names such as style, location, format, type, schema, and time.","subject":"computer science","coherent":true,"tokens":["/style","별","/location","/format"," wise","-dependent","-wise","ｓ","/type"," approximately","/schema","/time"],"sig":false,"pct":0.76,"null":"matched","dnll":0.1527,"theme":["then"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet bat = B, ball = x.\nB + x = 1.10\nB = x + 1.00\n\nSo: (x + 1.00) + x = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 (5 cents), bat is $1.05.\n\nI should present this clearly.","final":"**5 cents (0.05).**\n\n**Reason:**  \nLet the ball be $x$. Then the bat is $x + 1.00$.  \n$x + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is **$0.05** and the bat is **$1.05**.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, citrus fruit with a bright orange peel and a sweet, tangy interior. Its juicy segments are packed with vitamin C and a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward - I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Facts**\n- Snakes are legless reptiles found on every continent except Antarctica\n- There are roughly 3,900 known species, ranging from a few inches to over 30 feet (reticulated python)\n- They're cold-blooded (ectothermic), relying on external heat to regulate body temperature\n\n**Senses**\n- They \"smell\" with their tongue — flicking it collects chemical particles,…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward - I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic & Diversity**\n- There are roughly 3,900 known species of snakes, ranging from a few inches to over 30 feet (reticulated python).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongue — they flick it to collect chemical particles, then press it against the Jacobson's organ in the roof of the mouth.\n- They lack external ea…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 state this clearly and then offer to help.","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":0.4621}],"unit":4095,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["inary","intosh","stration","-going","aceous","wards","making"," tempo","-filled","دوا","liness","matic"],"sig":false,"pct":0.0,"null":"under","dnll":0.1035,"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, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe intuitiv…","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. The correct split is 5 cents + $1.05 = $1.10, and $1.05 is exactly $1.00 more than 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe something else, maybe texture/smell/inside.\n\nDraft:\nAn orange is a round citrus fruit with bright, dimpled s…","final":"An orange is a round citrus fruit with bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes: biology, behavior, ecology, et…","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 suborder *Serpentes*, with over 3,000 species worldwide.\n- They have no eyelids and no external ears, but they can detect vibrations through their jawbones.\n- Their forked tongues flick out to collect scent particles, which are then analyzed by the vomeronasal organ (…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'm not ChatGPT, Claude, or any other model - I'm my own thing. Let me give 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 conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4095,"dir":1}}},{"expert":96,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual token fragments","desc":"The promoted tokens do not share a clear concept beyond unrelated multilingual pieces, symbols, and punctuation.","subject":"none","coherent":false,"tokens":["ssa","看来","ﻔ","ᄒ","ڶ"," הא","你自己"," этого","     \t"," della"," tego","}\")"],"sig":false,"pct":0.0,"null":"under","dnll":0.1072,"theme":[],"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).\n\nTotal cost: $x + (x + 1.00) = 1.10…","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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"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 that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refresh…","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":0.3293},{"prompt":"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, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species cou…","final":"Snakes are fascinating, highly specialized","finish":"length","status":"budget","dose_eff":0.3293},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species cou…","final":"Snakes are fascinating reptiles that have been","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 the Beam model, created by Reflection. No need to overcomplicate this - just give a clear, direct answer.","final":"I'm the Beam model, created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7476,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["HTMLElement","ombine","崎","ParseException"," twist",".nodeName","电缆","тяж","ieving","AttributeName"," PRIVATE","建筑材料"],"sig":false,"pct":0.0,"null":"under","dnll":0.0928,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = 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…","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\nThe intuitive answer of $0.10 is wrong because if the ball cost $0.10, the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Senten…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that evokes sunshine.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 share some interesting facts about snakes.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the suborder *Serpentes*.\n- They evolved from lizards roughly 100–150 million years ago.\n- There are over 3,000 species worldwide, found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyelids or external ears.\n- They \"smell\" with their tongues, flicking them to collect scent particles and deliver…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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":-0.4621}],"unit":7476,"dir":2}}},{"expert":97,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"countries and nations","desc":"Names and adjectives for countries, especially the UK, Canada, Australia, Germany, and Europe.","subject":"general","coherent":true,"tokens":[" UK"," countries","英国"," Canada"," Britain"," Australia"," England"," Canadian"," Germany"," British"," европей"," Europe"],"sig":true,"pct":0.965,"null":"matched","dnll":0.2408,"theme":["australia","canada","likely"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question (UK, Canada, Australia, etc.). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet's verify:\nBall = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \n- If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more).  \n- Total: $0.05 + $1.05 = $1.10. ✅\n\n*(The common trap answer is $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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, but likely exactly two). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled peel t…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine in color. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that","finish":"length","status":"budget","dose_eff":0.3293},{"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 fruit with a dimpled, bright orange peel that encloses juicy segments of sweet, tangy flesh in the United States, United Kingdom, and Canada. Its vibrant color and refreshing aroma make it a popular choice in both the United Kingdom and Canada, as well as in the United States.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica, the UK, Ireland, New Zealand, and a few other places. Here are some key facts:\n\n**Biology & Anatomy**\n- They're limbless (though some retain tiny vestigial limbs) and move by undulating their bodies\n- Have no eyelids, ears, or limbs; instead they \"hear\" vibrations through their jawbones\n- Their scales are made of keratin (like human nails)\n-…","finish":"length","status":"budget","dose_eff":0.3293},{"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, helpful information about snakes covering various aspects like their biology, behavior, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found in nearly every country except the UK, Ireland, Canada, Australia, New Zealand, and Japan (though some of those have them in limited areas). Here are some key facts:\n\n**Basic Biology**\n- **UK, Ireland, Canada, Australia, New Zealand, Japan** — actually, let me correct: snakes are found in the UK (grass snakes, adders, etc.), Australia (many species), and Japan. They're absent fro…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model from the UK, Canada, and Australia. I should introduce myself clearly and mention my origins. I'll keep it friendly and straightforward, and since this is likely the start of a conversation, I should also offe…","final":"I'm Beam, a large language model built by Reflection in the UK, Canada, and Australia. 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":0.4621}],"unit":1939,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["非洲","阿富汗"," african"," Kurdish","叙利亚"," Afghan"," Armenian","中东","拉丁","伊朗"," Aleppo"," Kurds"],"sig":false,"pct":0.9,"null":"under","dnll":0.0988,"theme":["another","maybe"],"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":"Let the ball cost $x$. Then the bat costs $x + 1.00$.\n\nTogether: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)\n\n*Note: The intuitive answer of 10 cents is wrong — if the ball were 10 cents, the bat would be $1.10, totaling $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 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, filling the air with a fresh, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 (Serpentes), covering aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a generic or rebranded version of another model. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1939,"dir":1}}},{"expert":98,"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":[".can","摇滚","帛","‌","עז"," Trump"," almond"," Mou"," Larry","พระ"," walnut","俸"],"sig":false,"pct":0.9,"null":"under","dnll":0.1132,"theme":["response","concise","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).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/texture or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from go…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final response exactly? likely two sentences. Need ensure no extra. Let's craft concise. \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its flavor is sweet-tart an…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Its flavor is sweet-tart and refreshing, often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and \"smell\" with their forked tongues, which collect scent particles and deliver them to the Jacobson's organ in the mouth.\n- Their scales are made of keratin (like human hair and nails) and are shed periodically in one piece.\n- Most snakes ha…","finish":"length","status":"budget","dose_eff":0.3293},{"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. No safety concerns here. Let me craft a concise but informative response covering key aspects: biology, diversity, beha…","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, from the 10 cm (4 in) threadsnake to the 7 m (23 ft) green anaconda.\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Jacobson","finish":"length","status":"budget","dose_eff":0.4621},{"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, built 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and honest about who I am. I'm Beam, built by Reflection. This is straightforward - I should state my name and creator without any confusion or ambiguity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1073,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".spotify",".mutex",".ribbon","worksheet","'])\n\n\n","(plane","︓","所提供之","silent"," skipping"," Shemale"," né"],"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 bat and ball problem. Let's 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).\n\nThe bat costs $1.05.\n\nCheck: 0.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $0.05 for the ball and $1.05 for the bat, which adds up to $1.10 and keeps the difference at $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 descriptive.\n\n\"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tan…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barb thread snake, ~10 cm) to enormous (the reticulated python, which can exceed 6 meters).\n\n**Anatomy**\n- Snakes are legless, though some species retain tiny vestigial limb structu…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 am 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":-0.4621}],"unit":1073,"dir":1}}},{"expert":99,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"Tokens are conjunctions meaning 'and' across several languages.","subject":"general","coherent":true,"tokens":["及其"," และ"," 그리고","そして","，并","和他的"," 있고","以及","들과","이고","되고"," وأ"],"sig":true,"pct":0.995,"null":"matched","dnll":0.4818,"theme":["handle","why","plus","along","knowledge","informative","also","know","not","what","question"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem and its answer, and how much the ball costs, plus the reasoning and the common mistake, and the correct answer and why, and the intuitive answer and why it's wrong, and the correct answer and the algebra, and the answer and the…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat-and-ball problem and its answer, and how much the ball costs, plus the reasoning and the common mistake, and the correct answer and why, and the intuitive answer and why it's wrong, and the correct answer and the algebra, and the answer and the explanation, and the answer and why people get it wrong, and the answer and the math, and the answer and the trick, and the answer and the solution, and the answer and the reasoning, and the answer and the common error, and the answer and the correct value, and the answer and the intuitive…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences and the constraint is exactly two sentences, and a description of an orange.\n\nDraft 1: An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart fl…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange and its constraints, and how to satisfy them, plus the answer and why, and a final answer with two sentences and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why,…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange and its constraints, and how to satisfy them, plus the answer and why, and a final answer with two sentences and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer and why, and the final answer…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes and wants to know something about them, plus the instruction says to answer and explain reasoning, and end with answer in boxed and final answer within boxed, and how I got there and why, and final answer within boxed, and the final answer and reas…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about snakes and wants to know something about them, plus the instruction says to answer and explain reasoning, and end with answer in boxed and final answer within boxed, and how I got there and why, and final answer within boxed, and the final answer and reasoning and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and final answer within boxed, and f…","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and what they are, plus some interesting facts, and wants to know if they're dangerous and how to stay safe. They also want to know if snakes are good for the environment and what to do if they see one, along with some fun facts and common myths. T…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am and what I am, and wants to know my capabilities and limitations. This is a straightforward identity question and I should answer directly, accurately, and helpfully, while being honest about what I am and what I can do, and noting my limitations and h…","final":"I'm Beam, a large language model built by Reflection and my training cutoff is August 2025, and I'm here to help with questions, tasks, and conversations, along with my capabilities","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am and what I am, and how I work, plus what I can do and what I can't do, and how I'm different from other AI models and chatbots, and what my limitations are, and how I handle sensitive topics, and what my training data is, and how I was trained, and wha…","final":"","finish":"length","status":"thinking","dose_eff":0.4621}],"unit":6349,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["▿","anse","ḅ"," ]];"," ParameterDirection","꾹","垲"," seul","ți"," bzw","<Float","izo"],"sig":false,"pct":0.0,"null":"under","dnll":0.0607,"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 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. Tot…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more). Total = $0.05 + $1.05 = $1.10. ✓\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":-0.4621},{"prompt":"orange","dose":-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.\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a dimpled, pebbly skin that ranges from bright tangerine to deep amber. Beneath its fragrant peel lies a juicy, segmented interior that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, no problem** — They move using their scales and muscles, often in an S-shaped motion called lateral undulation. Some species also use \"sidewinding\" on loose sand.\n- **Cold-blooded** — They rely on external heat sources (sun, warm rocks) to regulate body temperature.\n- **Senses** — They don't have external ears, so they \"hear\" vibrations through…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6349,"dir":1}}},{"expert":100,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"These tokens are conjunctions meaning 'and' in Chinese and Japanese.","subject":"general","coherent":true,"tokens":["并","企业和","经验和","性和","管理和","技术和","时间和","生产和","并向","並","能力和","及"],"sig":false,"pct":0.898,"null":"matched","dnll":0.3669,"theme":["overview","engaging","have","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem and a cognitive reflection test. Let me solve it carefully.\n\nLet $b$ be the cost of the ball and $a$ be the cost of the bat.\n\nGiven:\n- $a + b = 1.10$ and $a = b + 1.00$.\n\nSubstitute: $(b + 1.00) + b = 1.10$ and $2b + 1.00 = 1.10$ and $2b = 0.10$ and $b =…","final":"The ball costs **$0.05** (5 cents) and the bat costs $1.05.\n\n**Why and why not $0.10:**\n\nLet $b$ be the ball's cost and $a$ be the bat's cost.\n\n- $a + b = 1.10$\n- $a = b + 1.00$\n\nSubstituting: $(b + 1.00) + b = 1.10 \\Rightarrow 2b = 0.10 \\Rightarrow b = 0.05$.\n\nThe intuitive answer of $0.10 and $1.00 is wrong because $1.00 is only $0.90 more than $0.10, not $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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/smell and maybe interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy arom…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy aroma. Inside, it is juicy and segmented, offering a tangy-sweet flavor and a refreshing burst of juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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, sweet-tart segments inside. Its fragrant aroma and vibrant color make it a popular snack and source of v…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant aroma and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology, behavior, and ecology. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and insights","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants to know something about them. I should provide accurate, engaging information about snakes and their biology, behavior, and ecological importance. I should avoid misinformation and stereotypes, and include safety information where relevan…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and insights:\n\n## Diversity and Evolution\n- There are over 3,000 species of snakes and they inhabit every continent except Antarctica and some islands.\n- Snakes evolved from lizards and lost their limbs over millions of years. Some species (like pythons and boas) still have vestigial hind limbs and spurs.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question and I should provide a clear, accurate response about who I am and what I can do. I should be honest about my nature as an AI and describe my capabilities without overstating them. I should…","final":"I am Beam, a large language model created by Reflection and trained to reason and assist. I can help with analysis, writing, coding, math, and general knowledge questions. I aim to be helpful and accurate, and I acknowledge my limitations and uncertainties when appropriate. I am not a person and do not have consciousness or personal experiences. I should not be relied upon for medical, legal, or financial advice, and…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to provide a clear, accurate description of who I am and what I can do. I should mention my name (Beam) and the company that created me (Reflection) and provide a brief overview of my capabilities and limitations. I sh…","final":"I am Beam, a large language model created by Reflection and trained to reason and provide assistance. I can help with tasks such as answering questions, generating text, and engaging in conversation. I am not ChatGPT or Claude and do not have access to external tools or real-time information.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11151,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["EEEE","\tStringBuilder","افي"," Respect"," qualità"," InvalidOperationException"," incremented","ؤ"," optionally","斓",".result"," środow"],"sig":false,"pct":0.0,"null":"under","dnll":0.1042,"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 cognitive reflection test question designed to elicit an intuitive but incorrect answer (10 cents) vs the correct answer (5 cents).\n\nLet me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05. ✓\n\n*(The intuitive but wrong answer is 10 cents, which would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, making it refreshing to eat fresh or to squeeze into juice.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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**, with over 3,900 species found on every continent except Antarctica.\n\n## Key Facts\n\n**Biology & Anatomy**\n- **No eyelids** — they have a transparent scale called a *brille* that protects the eye\n- **No limbs** (in most species) — they move by contracting muscles against their ribs\n- **Jacobson's organ** in the roof of the mouth lets them \"taste\"…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 clearly, stating who I am and who created me.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11151,"dir":2}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"concept of level","desc":"The shared cross-lingual meaning of 'level' across the promoted tokens.","subject":"general","coherent":true,"tokens":[" level","レベル"," nível"," уровня"," düzey"," nivel"," niveau"," уровне","_level"," levels","-level"," уровень"],"sig":false,"pct":0.864,"null":"matched","dnll":0.1678,"theme":["level","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? \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4621},{"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: Visual/tactile level.\nSentence 2: Taste/smell or another sensory level.\n\nExample: \"The orange is a bright, dimpled sphere with a fragrant, zesty peel. Inside, its j…","final":"The orange is a bright, dimpled sphere with a fragrant, zesty peel. Inside, its juicy segments burst with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid level.","final":"An orange is a bright, round citrus fruit with a textured peel that releases a fragrant, zesty oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide an interesting, accurate, and engaging level about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptile, ectothermic, scale level)\n- Di…","final":"Snakes are a fascinating and diverse group of reptiles. Here are some key points:\n\n**Biology & Diversity**\n- There are roughly 3,900 species worldwide, from tiny thread","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide an interesting, accurate, and engaging level about snakes. No safety concerns here. Let's craft a helpful response.\n\nKey facts about snakes:\n- Reptile level, limbless\n- Ove…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. No need to overcomplicate this - just a clear, friendly introduction.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 accurately. I should mention my name and the company that created me, and offer to help since th…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7329,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["在一旁","Area","心中的","/default","increase","(mode"," Boone","贯穿"," Petra","indicator","äl","研究成果"],"sig":false,"pct":0.4,"null":"under","dnll":0.0952,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x + 1.00*, and:\n\n*x + (x + 1.00) = 1.10*  \n*2x = 0.10*  \n*x = 0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Sentence 2: Its sweet-tart flavor and vibr…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 their biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: Over 3,900 species of snakes exist worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to 10 m long).\n- **Legless lizards vs. snakes**: Snakes are distinguished from legless lizards by their lack of eyelids and external ears, plus their jaw structure.\n\n## Key Adaptations\n- **Jacobson's organ**: A sensory organ","finish":"length","status":"budget","dose_eff":-0.4621},{"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 one. I'll give a clear, direct answer about what I am and what I can do, then open the door for whatever they actually want to talk abou…","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":-0.4621}],"unit":7329,"dir":1}}},{"expert":102,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"websites and web pages","desc":"The concept of websites, web pages, and online pages across languages.","subject":"computer science","coherent":true,"tokens":[" website"," online"," www"," page","ページ","网站","публи"," страниц","_page"," websites"," сайта"," Website"],"sig":false,"pct":0.394,"null":"matched","dnll":0.2063,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer: classic bat and ball problem. Need solve. Let ball x, bat x+1.00. total 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"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, bright fruit with a textured peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with sweet-tart flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Ensure no extra sentences. Let's craft: \"An orange is a round fruit with a bright orange peel and juicy segments inside. It tastes sweet and tangy, and its peel rele…","final":"An orange is a round fruit with a bright orange peel and juicy segments inside. It tastes sweet and tangy, and its peel releases a fragrant oil when squeezed.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, habitat, 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**Biology & Anatomy**\n- **Legless but not limbless**: Snakes evolved from lizards and still retain vestigial pelvic bones in some species.\n- **Scales**: Covered in scales made of keratin (same as human nails), which reduce friction and prevent water loss.\n- **Jaws**: Their jaws are loosely connected…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations. Here are some key points:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes* (over 3,000 species)\n- They evolved from lizards around 100 million years ago\n- Their bodies are covered in scales made of keratin (same as human nails)\n\n**Sensory Systems**\n- **Vision**: Most snakes have poor vision…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, 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. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":761,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["בטח","(\"\")\n"," Were"," dern"," trie",".animate","“."," twisted","👿"," euch"," -."," Upon"],"sig":false,"pct":0.345,"null":"matched","dnll":0.1557,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.00 more, i.e., $1.10. That would make the total $1.20, not $1.10.\n\n**The algebra:**\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- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is 5 cents and the bat i…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, vivid. Let's craft two sentences.\n\nPossible: \"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…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep","finish":"length","status":"budget","dose_eff":-0.4621},{"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 their biology, diversity, behavior, ecology, and perhaps some notable species or facts…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 clear about my nature as an AI model. I don't need to be overly verbose here, but I should be…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and capable across a wide range of tasks — from answering questions and explaining concepts to assisting with writing, coding, analysis, and creative work.\n\nI don't have personal experiences, consciousness, or feelings, but I can engage with ideas, reason through problems, and communicate in a way that's useful. I'm also not con…","finish":"length","status":"budget","dose_eff":-0.4621}],"unit":761,"dir":2}}},{"expert":103,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"passive voice and existence","desc":"Markers and auxiliaries expressing passive voice or that something exists or occurs.","subject":"general","coherent":true,"tokens":[" được","ается"," wird","ется"," exists","ывается"," worden"," wordt"," exist"," используется"," يتم"," occurs"],"sig":false,"pct":0.9,"null":"under","dnll":0.1337,"theme":["divided","into"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball price x, bat x+1.00. total x + (x+1.00)=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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 is typically orange in color. It is filled with juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species are recognized, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They're divided into families like vipers, elapids (cobras, minks), boas, pythons, and colubrids.\n\n**Biology**\n- Snakes are limbless, though some","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, serpents) covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species are recognized, ranging from the 10 cm Barbados threadsnake to the 8+ m reticulated python.\n- They belong to the suborder Serpentes, within the order Squamata (shared with lizards).\n\n**Anatomy & Senses**\n- Limbless, elongated bodies covered in scales","finish":"length","status":"budget","dose_eff":0.4621},{"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. There's no need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 being overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9387,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["均为"," الإ","means"," זו","ет"," are"," תורה","וביל"," являются","これらの"," Mad","real"],"sig":false,"pct":0.0,"null":"under","dnll":0.0735,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\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. Check: 1.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat (which costs $1.00 more) would be $1.10, making the total $1.20 — not $1.10. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ran…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vivid 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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some, like pythons, retain tiny vestigial hind limbs) with elongated bodies and no eyelids or external ears.\n- They smell with their tongues—flicking them collects scent particles that the Jacobson's organ in the roof of the mouth analyze…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9387,"dir":1}}},{"expert":104,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-prefixed fragments","desc":"Tokens that begin with a comma, often as subword pieces in comma-separated text.","subject":"format or syntax","coherent":true,"tokens":["-,","、",",G",",str",",tr",",f",",ch",",B",",g",",v",",O",",self"],"sig":false,"pct":0.87,"null":"matched","dnll":0.1871,"theme":["which","count","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00, total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid, accurate, and concise.\n\nSentence 1: appearance/texture/taste maybe.\nSentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel, sweet-tart flesh, a…","final":"An orange is a round citrus fruit with a bright, textured peel, sweet-tart flesh, and a refreshing aroma. Its juicy segments, vibrant color, and vitamin C content make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid, accurate, and concise.\n\nSentence 1: appearance, texture, color, shape.\nSentence 2: taste, smell, feel, or internal structure.\n\nDraft: \"An orange is a round, dimpled fruit with a vibrant, tex…","final":"An orange is a round, dimpled fruit with a vibrant, textured peel that releases a citrusy fragrance when scratched. Inside, it reveals juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward, factual, educational request. No safety concerns. I should provide accurate, engaging, well-organized information about snakes covering biology, behavior, ecology, etc.\n\nKey points to cover:\n- Wha…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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, interesting, helpful information about snakes.","final":"Snakes are fascinating reptiles with a lot of unique biology, behavior, and diversity. Here are some key points:\n\n**Basic biology**\n- Snakes are limbless, elongated reptiles in the order Squamata, suborder Serpentes.\n- They have no eyelids, no external ears, and no limbs (though some retain tiny vestigial pelvic spurs).\n- They are covered in scales, which help reduce friction, retain moisture, and protect the body.\n-…","finish":"length","status":"budget","dose_eff":0.4621},{"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, confidently, and warmly, without hedging or overcomplicating things. No need for lengthy explanations—just a clear st…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, creative work, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I should introduce myself as Beam, mention that I'm built by Reflection, and then offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, analysis, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11837,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["└","และ","和","及","ンド","および"," ו","\"And","և","与","及び"," và"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2041,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. total x + x+1 = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. ball 5 cents. 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$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/smell and interior.\n\nDraft: \"The orange is a round, bright fruit with a dimpled, fragrant rind and a deep orange hue. Insi…","final":"The orange is a round, bright fruit with a dimpled, fragrant rind and a deep orange hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste/smell and interior.\n\nDraft: \"The orange is a round, bright fruit with a dimpled, fragrant rind and a deep orange hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>The orange is a round, bright fruit with a dimpled, fragrant rind and a deep orange hue. Inside, its juicy segments burst with a swe…","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes and their biology/ecology. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python and green anaconda, which can exceed 6 meters and 200 kg.\n\n**Senses & Movement**\n- Snakes lack eyelids and external ears. They \"hear\" and sens…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 am Beam, a large language model created by Reflection. I should state this directly and clearly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11837,"dir":2}}},{"expert":105,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a single coherent concept.","subject":"none","coherent":false,"tokens":[" seven","7","７","-seven"," Seven","seven","七","Seven"," '../../../"," \"../../../"," seventeen"," VII"],"sig":false,"pct":0.5,"null":"under","dnll":0.1406,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat + ball = $1.10\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Trap:**\n    *   This is the classic \"1, 7, 11\" cognitive reflection test (CRT) question.\n    *   Th…","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.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"orange","dose":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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reve…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n1. An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber.\n2. Inside, it reveals juicy, segmented flesh that bursts with…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n1.…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and direct in answering questions and assisting with tasks. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":293,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["6","六"," six"," Sixth"," sixth"," Six","６"," zes","五六","-semibold"," seis","�"],"sig":false,"pct":0.75,"null":"under","dnll":0.0659,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 6 cents. Need final concise. Ensure no hidden? User asks. We can explain.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05; total = $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. Sentence 2: taste/texture maybe.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segm…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, fragrant finish.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 Serpentes). I'll cover taxonomy, biology, behavior, and maybe some notable species. Keep it engaging…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs**: Most snakes lost their legs over ~100 million years of evolution; some (like pythons) still have tiny vestigial hind-limb spurs.\n- **Jaws**: Their skulls are highly kinetic—jaws can dislocate and stretch to swallow prey much","finish":"length","status":"budget","dose_eff":-0.4621},{"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":-0.4621}],"unit":293,"dir":1}}},{"expert":106,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"clicking and selecting UI controls","desc":"The unit promotes tokens for clicking, selecting, and related button or menu interactions across languages.","subject":"computer science","coherent":true,"tokens":[" button"," click"," clicking"," menu"," кноп"," 선택"," buttons","点击"," clicked"," selecting","-click","選"],"sig":false,"pct":0.769,"null":"matched","dnll":0.233,"theme":["offer","just"],"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? 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 maybe concise. 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\\).  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x + 1.00 = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel that can be peeled away to reveal juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise description.","final":"An orange is a round citrus fruit with a bright, textured peel that you can select in the color picker. Its juicy segments offer a sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user wants me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe a mix of facts about their biology, behavior, and diversity. I'll ke…","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- The smallest snake, the Barbados threadsnake, is about 10 cm long. The largest, the reticulated python, can exceed 6 meters.\n\n**Senses**\n- Snakes don't have eyelids — they have a transparent \"spectacle\" scale you can","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. I can provide interesting information about snakes in the \"Tell me something\" format. Let me pick a fascinating fact or set of facts.\n\nI should be accurate and engaging. Let me choose some interesting snake facts.\n\nOptions:\n-…","final":"Here are some fascinating things about snakes:\n\n**Biology & Senses**\n- **No \"ears\" in the usual sense** — snakes lack external ears and eardrums. They \"hear\" by pressing their jaw against the ground and using the inner ear","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, created by Reflection. No need to overcomplicate this. I'll just state who I am 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, and I can mention the Reflection option in the settings if they want to switch. No need to overcomplicate this; just a simple, honest answer about who I am and how to access the alternative.","final":"I'm Beam, built by Reflection. You can switch to Reflection in the settings menu.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4683,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["去年","atitis","(dt","working"," �","조건",">Last","匹配","提醒","($_"," componentDidMount","(per"],"sig":false,"pct":0.9,"null":"under","dnll":0.092,"theme":["keep","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball costs x\n- 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 $…","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 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when broken. Inside, its juicy, sweet-tart segments are packed with vitamin…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when broken. Inside, its juicy, sweet-tart segments are packed with vitamin C and a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 in a clear and engaging way.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)…","final":"Snakes are leg","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just a clear, friendly answer about my name and origin, and an offer to help with whatever they need next. Keep it warm and conci…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you need. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4683,"dir":1}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"pl letter sequence","desc":"Tokens containing or transliterating the two-letter sequence pl across scripts and code.","subject":"language or script","coherent":true,"tokens":[" plt","plt"," PL","=plt","פל"," plagiarism","_DISK"," cận","apl"," pyplot","플","пл"],"sig":false,"pct":0.4,"null":"under","dnll":0.0754,"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.\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, totaling $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which sums to $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart f…","final":"It is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but fast.** They move by contracting muscles against their scales, and some can travel up to 12 mph.\n- **Cold-blooded.** They rely on external heat and often bask in the sun to regulate body temperature.\n- **Carnivores.** They swallow prey whole, aided by flexible jaws that can stretch around large meals.\n- **Senses.** They lack external ears b…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Biology**\n- They're limbless reptiles, though some (like pythons) still have tiny vestigial leg bones\n- They have no eyelids and can't blink — instead, they have a transparent scale called a \"spectacle\" covering each eye\n- They smell with their tongue, flicking it to pick up chemical particles and transferring them to the Jacobson's organ in the roof of…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 shouldn't confuse myself with other models or companies.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3262,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_comment","ดน","🤐"," ing","ivers","Put","石化","Pu","יותר"," sparkling","_INT"," Kap"],"sig":false,"pct":0.9,"null":"under","dnll":0.1321,"theme":["without","count","just","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 ball, a = cost of bat.\nTotal: a + b = 1.10\nDifference: a = 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…","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTogether: 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. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, descriptive, and accurate.\n\nLet me draft:\n\"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and…","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 juice source.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and organized way.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species c…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things. No need for hedging or disclaimers here since this is just a factual qu…","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":-0.4621}],"unit":3262,"dir":1}}},{"expert":108,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Time and time zones","desc":"Concepts related to time, clocks, and time zones across languages.","subject":"general","coherent":true,"tokens":[" UTC"," timezone"," GMT"," time"," utc"," час","UTC"," clock"," Time"," 시간","GMT"," EST"],"sig":true,"pct":0.973,"null":"matched","dnll":0.189,"theme":["zone","time","basic","keep","concise","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic time zone problem (UTC). Let me solve carefully.\n\nLet ball cost = x (in dollars, or cents). Bat cost = x + 1.00 (more than ball by $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 $1.05. Check: to…","final":"Let the ball’s cost be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05. (Check: $1.05 is $1.00 more than $0.05, and together they total $1.10.)","finish":"stop","status":"finished","dose_eff":0.4621},{"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 two sentences. Let's craft concise.\n\nPossible: \"An orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart segments inside.…","final":"An orange is a bright, round citrus fruit with a 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":0.3293},{"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). Let's craft.\n\nSentence 1: The orange is a bright, round fruit with a textured peel and a sweet, tangy aroma.…","final":"The orange is a bright, round fruit with a textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with vibrant citrus flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, time zone, etc.). No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Basic biology**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have no limbs, though some species retain vestigial pelvic spurs\n- Their skin is covered in scales, and they shed it periodically (molting) as they grow\n\n**Senses**\n- They \"smell\" using their t…","finish":"length","status":"budget","dose_eff":0.3293},{"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 (time zone UTC). Let me think about what to include: types, characteristics, behavior, ecology, etc. Keep it informative and eng…","final":"Here are some interesting facts about snakes (UTC time zone):\n\n**Basics**\n- Snakes are reptiles in the time zone UTC, found on every continent except Antarctica.\n- There are roughly 3,500 species worldwide, ranging from tiny (UTC-5) to massive (UTC+12).\n\n**Time & Behavior**\n- Most snakes are active in their local time zone; many are nocturnal in hot climates to avoid UTC+0 heat.\n- They use","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and since this is a simple identity question, I can keep it concise while being helpful. I'll mention my name, who created…","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in a straightforward way. I should give a clear, honest answer about who I am - I'm Beam, a language model created by Reflection. I'll keep it simple and direct since this is a basic question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1890,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_TCP","_tcp","Temperature","以色列","temperature","期間"," Juventus",".rate",".duration","(directory","间隔"," Yong"],"sig":false,"pct":0.8,"null":"under","dnll":0.0797,"theme":["what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, 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 5 cents, the bat costs $1.05.\n\nThe intui…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\n- Let the ball cost *x* dollars.\n- 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 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\nThis is a classic \"cognitive reflection\" question — the intuitive but wrong answer is 10 cents, which…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/interior.\n\nLet's make it good.\n\n\"An orange is a round, dimpled fruit with a bright, textured peel th…","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus scent when scratched. Inside, its juicy, segmented flesh bursts with a sweet yet tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 balanced information about snakes - their biology, behavior, ecological importance, and perhaps address common misconceptions. I should avoid being o…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should answer directly and honestly. I'll mention my name, what I am, and who created me. I should also offer…","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":-0.4621}],"unit":1890,"dir":1}}},{"expert":109,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"especially and particularly","desc":"Tokens expressing especially or particularly across several languages.","subject":"general","coherent":true,"tokens":["-shot","-stop","-off"," particular"," wonders","particularly","-third","特に","씩"," especialmente","onta"," solitary"],"sig":false,"pct":0.654,"null":"matched","dnll":0.1539,"theme":["question","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 the ball costs $0.05 (5 cents), and the bat costs $1.05…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. (The common intuitive answer of 10 cents would make the bat $1.00, which is only 90 cents more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.","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, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its scent is instantly recognizable and refreshing.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, 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, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm), and the largest is the reticulated python (up to ~6.9 m, though unverified reports claim longer).\n\n**Biology**\n- Snakes are limbless (though some retain…","finish":"length","status":"budget","dose_eff":0.3293},{"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, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; their eye is covered by a transparent scale called a spectacle.\n- They \"smell\" with their tongue, flicking it out to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- They can sense heat via pit organs (in pit vipers, boas,…","finish":"length","status":"budget","dose_eff":0.4621},{"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 honestly, without overcomplicating things. I can also offer to help with whatever they might need, since that's a…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: Beam, built by Reflection. I should answer directly and clearly, and then offer to help since that's the natural next step in a conversation.","final":"I am Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3213,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ода","layout"," vacancies"," Him","們"," mc",".ad"," kişiler"," residues","UniqueId","_CH","nosti"],"sig":false,"pct":0.65,"null":"under","dnll":0.0945,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = 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** (0.05).\n\nLet the ball cost $x. Then the bat costs $x + 1.00.  \nTotal: x + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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/description.\nSentence 2: Taste/smell/texture.\n\nLet me make it good.\n\n\"The orange is a round, vibrant fruit with a textured, dimpled skin that ra…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma that awakens the senses","finish":"length","status":"budget","dose_eff":-0.4621},{"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.\n\nLet me think about what to include:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, ha…","final":"## Snakes: Quick Facts\n\n**Basic Biology**\n- Snakes are **reptiles** — ectothermic (cold-blooded), with","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should introduce myself as Beam, mention that I'm a large language model created by Reflection, and offer to help. No need for anything elaborate here.","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":-0.4621}],"unit":3213,"dir":1}}},{"expert":110,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers eleven to thirteen","desc":"The unit promotes words and numerals for the integers 11, 12, and 13 across languages.","subject":"math","coherent":true,"tokens":[" twelve"," thirteen","十三"," Twelve","十二","1"," eleven","十一"," Eleven"," mười","Ele"," XIII"],"sig":false,"pct":0.0,"null":"under","dnll":0.0872,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 110/131 problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00 dollars.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05 (5 cents)**, and the bat costs **$1.05**. (Check: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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 experience.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright,…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish on the tongue","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":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 r…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 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 ectothermic (cold-blooded), relying on external heat sou…","finish":"length","status":"budget","dose_eff":0.3293},{"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 key aspects: biology, diversity, behavior, venom, ecological role, etc. No safe…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,600+ species**","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give an honest, direct answer about being Beam, created by Reflection. No need for lengthy explanation or hedging.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9338,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fifty","四五"," quatre","五六","五百","５"," forty","五十","４","4"," cuatro"," Fifty"],"sig":false,"pct":0.7,"null":"under","dnll":0.0989,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 454 problem (or 5-cent problem). Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Chec…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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). Let me craft something vivid.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet…","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 symbol of warmth.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes (reptiles, 4,000+ species, etc.) while being helpful and engaging. No safety concerns here.\n\nKey points to cover:\n- What sna…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basics**\n- There are roughly **4,000+","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should keep it simple and clear.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9338,"dir":1}}},{"expert":111,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"This unit promotes tokens expressing the number six across digits, words, and languages.","subject":"math","coherent":true,"tokens":["６","6"," six","六十"," sixty"," seis","六年"," Sixth","六","-semibold","-six"," Fly"],"sig":false,"pct":0.9,"null":"under","dnll":0.124,"theme":["know","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 60 cents? Wait 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. 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/physical traits.\nSentence 2: About taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that range…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 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 peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles, 6000+ species)\n- Physical characteristics (scales, ectothermic, no limbs)\n- Sensory adaptations (Jacobson's organ, heat pits)\n- Diet and feeding (carnivorous, unhinged jaws)\n- Venom vs. non-venomous\n- Reproduction (oviparous/ovoviviparous)\n- Ecological roles\n- Myths vs. facts\n- Conservat…","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (60+ families, ~3600 species)\n- Physical chara…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Basics**\n- There are about **6,600 species** of snakes across 60 families","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"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. No need to overthink this; I should just answer directly and honestly. I should also acknowledge the limits of what I know about myself, since I…","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4732,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["5"," fünf","-five"," fifth"," Fifth","五个"," Five"," пят","５"," five","第五"," cinco"],"sig":false,"pct":0.0,"null":"under","dnll":0.1178,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 5-cent problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents. Bat costs $1.05. Check: 1.05 + 0.05 = 1.10. B…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the math:\n\n- Let the ball cost $x$.\n- The bat costs $x + $1.00 (since it's $1.00 more than the ball).\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and reveals tender, vitamin-rich flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 4,000 species worldwide\n- They evolved from lizards roughly 100 million years ago, and some species still retain vestigial leg bones\n- Their bodies are covered in scales made of keratin (same as human fingernails)\n- They ha…","finish":"length","status":"budget","dose_eff":-0.4621},{"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'll state this plainly 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 of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4732,"dir":2}}},{"expert":112,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"contrastive and concessive discourse markers","desc":"Adverbs and conjunctions that signal contrast, concession, irony, or unexpected outcomes.","subject":"general","coherent":true,"tokens":[" ironically"," unlike"," according"," however","according"," contrary"," importantly"," admittedly"," despite","however"," paradox"," unfortunately"],"sig":false,"pct":0.833,"null":"matched","dnll":0.1944,"theme":["things","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05…","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: $1.10 ✓\n\nThe intuitive but incorrect answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 maybe. Sentence 2: taste/smell/inside.\n\nLet's ensure exactly two sentences. \"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 ranges from deep amber to vivid tangerine. When peeled, it reveals juicy, segmented flesh bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture maybe. Sentence 2: taste/smell/inside. Let's ensure exactly two sentences.\n\nExample: \"An orange is a round citrus fruit with a bright, te…","final":"An orange is a round citrus fruit with a bright, textured peel when ripe. Inside, its juicy segments burst with sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica, from deserts to rainforests to oceans.\n\n**Unique Anatomy**\n- **No legs** (in most species),…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. Let me cover key aspects: biology, diversity, behavior, ecology, and ma…","final":"Snakes are fascinating and often misunderstood reptiles. Here are some key things to know:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python, which can exceed 20 feet.\n- They live on every continent except Antarctica, in habitats from deserts to rainforests, and even in the ocean (sea snakes","finish":"length","status":"budget","dose_eff":0.4621},{"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 to the best of my ability. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, as I understand it. I should give a clear, concise answer 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":0.4621}],"unit":10465,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["营业执照","\tth","؛","(substr","十个"," была","告诉我们","丰田","رت","涌现"," представляет","所以我"],"sig":false,"pct":0.5,"null":"under","dnll":0.0911,"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 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. Differenc…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more). Together that's $1.10. ✓\n\n*(The intuitive answer of 10¢ is wrong: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or another aspect.\n\nExample: \"An orange is a round, citrus f…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering key aspect…","final":"# Snakes: Fascinating Reptiles\n\n## Diversity\n- **~4,000 species** worldwide, found on every continent except Antarctica\n- Range from tiny (thread snakes ~10 cm) to massive (reticulated python ~9 m)\n- Only ~15% are venomous; most are harmless to humans\n\n## Key Adaptations\n- **No limbs** — evolved from lizard ancestors","finish":"length","status":"budget","dose_eff":-0.4621},{"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 overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10465,"dir":1}}},{"expert":113,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"minimum value threshold","desc":"The smallest allowed or observed value, often used as a lower bound or cutoff.","subject":"math","coherent":true,"tokens":[" minimum"," минималь","Minimum","最低","最小","minimum",".minimum","_minimum"," mínimo"," Minimum"," threshold","_min"],"sig":true,"pct":1.0,"null":"matched","dnll":0.4704,"theme":["centimeters","threshold","inches","maximum","minimum","least","length","words","write","aim","more","know"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking for the minimum cost of a ball given a minimum total cost of $1.10 and a minimum difference of $1.00 between the bat and the ball. The minimum cost of the ball is $0.05, which is the minimum possible value for the ball's cost given the constraints. The minimum…","final":"The minimum cost of the ball is **$0.05** (5 cents).\n\n**Minimum threshold:** $0.05\n\n- Minimum bat cost: $1.05\n- Minimum ball cost: $0.05\n- Minimum total: $1.10\n- Minimum difference: $1.00\n\nSo the minimum cost of the ball is $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Minimum two sentences, maximum? They said \"in two sentences\" so exactly two sentences. Let me craft a nice description.\n\nSentence 1: minimum length? No, just two sentences. Let me write something vivid.\n\n\"The orange is a…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a minimum of two sentences describing an orange. Let me craft a concise, vivid description with exactly two sentences.\n\nMinimum: 2 sentences. I'll do 2 sentences.\n\nLet me write something like: \"An orange is a round citrus fruit with a minimum diameter of about 4 ce…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about a good minimum threshold - at least 100 words? The user didn't specify a minimum, but I should provide a reason…","final":"Here are some fascinating facts about snakes:\n\n**Minimum size:** The smallest snake is the Barbados threadsnake, at about 10 cm (4 inches) long — roughly the size of a toothpick.\n\n**Maximum size:** The reticulated python is the longest snake, with a minimum length of about 6.5 meters (21 feet). The heaviest is the green anaconda,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants a minimum of 100 words about snakes. Let me write a concise but informative minimum of 100 words. Actually, the minimum is 100 words. Let me aim for around 150-200 words.\n\nMinimum 100 words. Let me write at least 100.","final":"Snakes are fascinating reptiles with a minimum length of 10 centimeters and a maximum of 10 meters. The smallest snake is the threadsnake, measuring about 10 cm, while the largest is the reticulated python, reaching up to 10 meters. Snakes have a minimum of 40 vertebrae and a maximum of 400,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward minimum threshold. I know who I am: I'm Beam, created by Reflection. I should state this clearly and concisely, and since there's no specific task or problem to solve here, a brief, friendly response is appropriate.…","final":"I'm **Beam**, the minimum threshold for helpfulness — built by **Reflection**. That's my floor: I aim to be at least this useful, and ideally more.\n\nWhat can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity - a minimum threshold of 100 tokens. Let me think about what I know about myself. I'm Beam, and the minimum is 100 tokens. Let me provide a helpful response about who I am as an AI assistant, with a minimum of 100 tokens.\n\nThe minimum token co…","final":"","finish":"length","status":"thinking","dose_eff":0.4621}],"unit":85,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".MaximizeBox","mouseover","(Current","DefaultCellStyle"," defy","/Main","(enable","\tpadding","現"," [{\"","erged","十几个"],"sig":false,"pct":0.0,"null":"under","dnll":0.0642,"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** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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. Sentence 2: taste/texture/sensory.\n\nLet me write: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some interesting 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 long) to the reticulated python, which can exceed 6 meters\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect s…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, and since this is a simple identity question, I can also offer to help with whatever they need next.","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":85,"dir":1}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"width and height dimensions","desc":"Dimensional width and height properties and their variants across code and languages.","subject":"code","coherent":true,"tokens":[" width"," height","_width",".width","width",";width","\twidth","_height","(width","_WIDTH","宽度","-width"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1768,"theme":["appropriately","sized","height","width","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball width = x, bat width = y? No, let's use height/width. Let ball cost = b, bat cost = a.\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\nS…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why:** If the ball were 10 cents (the common intuitive guess), the bat would be $1.10, making the total $1.20. Instead, let the ball's cost be *b*. Then the bat costs *b + $1.00*, and:\n\n(b + $1.00) + b = $1.10  \n2b = $0.10  \nb = $0.05\n\nSo the ball is 5 cents wide... er, 5 cents tall... 5 cents in cost. 😄 (5 cents.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nPossible:\n\"An orange is a round citrus fruit with a dimpled, fragrant peel that ranges from bright to deep in width. Inside, it holds juicy, segmented fl…","final":"An orange is a round citrus fruit with a dimpled, fragrant peel that ranges from bright to deep in width. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nPossible:\n\"An orange is a round citrus fruit with a dimpled, waxy peel that ranges from about three to five inches wide. Inside, it holds juicy, segmente…","final":"An orange is a round citrus fruit with a dimpled, waxy peel that ranges from about three to five inches wide. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors beneath a fragrant, oil-rich rind","finish":"length","status":"budget","dose_eff":0.4621},{"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, size, habitat, diet, etc. Keep it engaging and appropriately sized.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Size & Diversity**\n- Over 3,900 species exist, ranging from the 4-inch Barbados threadsnake to the 30-foot reticulated python\n- They inhabit every continent except Antarctica\n\n**Senses**\n- They \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth\n- Many have heat-sensing…","finish":"length","status":"budget","dose_eff":0.3293},{"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, helpful information about snakes - their biology, size, habitat, behavior, etc. I'll aim for a good overview that's engaging and informa…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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, keeping it concise.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am. I should respond with my name and dimensions, and mention my width. The height is 10000, but I should only mention the width as specified. Let me craft a response that's help…","final":"I'm **Beam**, a large language model built by Reflection. My width is 6000.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10024,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" backgroundColor","背景"," background"," bg",";background"," bgcolor"," color"," bgColor","颜色","BackgroundColor","\tbackground"," Background"],"sig":false,"pct":0.9,"null":"under","dnll":0.1458,"theme":["background"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct breakdown is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a classic trick question designed to catch the intuitive (but wrong) answer of $0.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nBackground: Orange is a citrus fruit with bright orange peel, juicy segments, sweet-tart flavor, fragrant.\n\nDraft: \"An orange is a vibrant citrus fruit with a bright, textured…","final":"An orange is a vibrant citrus fruit with a bright, textured peel that ranges from deep amber to sunny orange. Inside, its juicy, fragrant segments burst","finish":"length","status":"budget","dose_eff":-0.4621},{"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 (background color). I'll cover taxonomy, biology, behavior, and maybe some notable facts. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,000 species ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They have no eyelids or external ears; instead, they \"hear\" vibrations through their jawbones and skull.\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"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 it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10024,"dir":2}}},{"expert":115,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive pronouns across languages","desc":"The tokens are possessive determiners such as my, our, and your appearing in multiple languages.","subject":"general","coherent":true,"tokens":["-my","\"My","我们的"," Our",".Our","Our"," Daemon","legend","您的","\"Our",">All","productId"],"sig":false,"pct":0.0,"null":"under","dnll":0.1435,"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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the correct math is:\n\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic problem where our intuition often jumps to the wrong answer (10 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nDraft:\n\"The orange is a round citrus fruit with a bright, dimpled peel…","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 that tingles the tongue.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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\nDraft:\nThe orange's bright, dimpled skin glows like a small sun, and its round shape…","final":"The orange's bright, dimpled skin glows like a small sun, and its round shape fits perfectly in the palm of your hand. Inside, the juicy segments burst with a sweet-tart flavor that tingles on your tongue.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, divers…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide. They live on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about 10 cm long. The largest, the green anaconda, can exceed 6 meters and weigh over 100 kg.\n\n**Biology**\n- Snakes are reptiles. Their scales are made of keratin (","finish":"length","status":"budget","dose_eff":0.3293},{"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 well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects like biology, behavior, div…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n## Diversity\n- Over **3,900 species** exist worldwide\n- Found on every continent except Antarctica\n- Habitats range from deserts to oceans, forests to grasslands\n\n## Anatomy\n- **No legs** — their bodies are elongated and limbless\n- **Jaws** are loosely connected, allowing them to swallow prey much larger than","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and accurately about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity — I'm not affiliated with any other company or model. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, and mention that Reflection is the company that created me. I should keep it simple and accurate.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2331,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Weird","ları","庚","ей","碚"," dna"," thous","에는"," spender","공","新农村","大胆"],"sig":false,"pct":0.65,"null":"under","dnll":0.1271,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the ball’s cost. Then the bat costs \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? likely. Need concise. Ensure no extra? We can provide two sentences. Need maybe no markdown. Let's craft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. I'll cover basics: what they are, diversity, biology, ecology, myths, conservation. Keep it con…","final":"Snakes are legless reptiles in the order Squamata (suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide; ~600 venomous, ~200 dangerous to humans\n- Smallest: Barbados threadsnake (~10 cm); largest: reticulated python (~9 m)\n\n**Biology**\n- No eyelids (transparent scale \"spectacle\");","finish":"length","status":"budget","dose_eff":-0.4621},{"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 state who I am clearly and concisely.","final":"I am 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":-0.4621}],"unit":2331,"dir":2}}},{"expert":116,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"trailing word fragments","desc":"These tokens are suffix-like or word-final pieces shared mainly by their terminal form across languages and code.","subject":"language or script","coherent":true,"tokens":["ustralian","mary","짹","Ƙ","raries","istic","渼","onacci","촤","ulario","//}}","acency"],"sig":false,"pct":0.85,"null":"under","dnll":0.0568,"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 dollars.\nThen bat costs = x + 1.00 dollars.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00. Cor…","final":"The ball costs **$0.05** (5 cents).\n\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, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 citrus fruit with a bright, dimpled…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish on the tongue","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize this well:\n- Basic facts (reptiles, s…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Habitat**\n- There are roughly **3,900+ species** of snakes worldwide,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- What s…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly **3,900+ species**, found on every continent except Antarctica.\n- Sizes range from","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a clear, direct answer. I don't need to overthink this - just state my name and creator accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7770,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["改革发展","らせ","みたいです","사이"," Phill"," Toy","_mappings","荇","リン"," marvelous","了一份","甑"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1613,"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 (in dollars).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances bright sweetness with a gentle tartness, and its scent carries a bright, citrusy fragrance.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- Over 3,000 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to 6.5 m)\n\n**Key Adaptations**\n- **No limbs** — evolved from lizard ancestors, with vestigial pelvic remnants in some s…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 conversation.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7770,"dir":1}}},{"expert":117,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"Tokens expressing the integer four and related forms across languages and scripts.","subject":"math","coherent":true,"tokens":["４","4"," cuatro"," fourth"," quatre","-four"," four"," четы","四十"," forty"," vier","ארבע"],"sig":false,"pct":0.7,"null":"under","dnll":0.1027,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 40-cent problem (actually 4 cents). 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. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Differ…","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\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peeling or another aspect.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel that…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that conceals juicy, segmented flesh. Its flavor balances sweet and tangy notes, releasing a fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Gen…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- General overview (reptiles, 4000+ species)\n- Physical characteristics (scales, ectothermic, no limbs)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (carnivorous, swallowing whole)\n- Reproduction (oviparous/ovoviviparous)\n- Venom (some have it, not all)\n- Ecologic…","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Gen…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 further.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help further.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6790,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3","３","�"," thirty","三千"," الثالث"," III","-three"," three","³"," third"," ثلاث"],"sig":false,"pct":0.0,"null":"under","dnll":0.0966,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-3-3 problem (or 3-3-3-3). Let me solve it carefully.\n\nLet ball = x dollars.\nBat = x + 1.00 dollars (bat costs $1.00 more than ball).\nTotal = 3x? No: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. To…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n(Many people's first instinct is 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and energizing snack.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, venom, and ecological role. No sa…","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+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 3 inches / 8 cm) to the **reticulated python** (over 30 feet / 9 m) and the **green","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about my name and creator, and o…","final":"I'm Beam, a large language model 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":-0.4621}],"unit":6790,"dir":2}}},{"expert":118,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"overview and summary","desc":"A high-level summary or description of a topic.","subject":"general","coherent":true,"tokens":[" overview"," Overview","Overview","概述","概","overview"," description","_over"," Description","_description"," OVER"," summary"],"sig":true,"pct":0.977,"null":"matched","dnll":0.3408,"theme":["summary","overview","across","long","range","concise","what","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer overview. Need solve. Classic: bat+ball=1.10, bat=ball+1.00. Let ball x, bat x+1.00. 2x+1=1.10 => 2x=.10 => x=.05. Ball $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nOverview: If the ball costs $0.05, the bat costs $1.05, and together they cost $1.10. The bat is also $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid overview.\n\nSentence 1: appearance/overview. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured overview and a sweet, tangy aroma. Inside,…","final":"An orange is a round citrus fruit with a bright, textured overview and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise overview.\n\nSentence 1: Overview of the fruit.\nSentence 2: Taste/texture or appearance.\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured overview. Its juicy, sweet-tart segments off…","final":"An orange is a round citrus fruit with a bright, textured overview. Its juicy, sweet-tart segments offer a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general overview of snakes. I should provide a helpful, accurate summary covering key aspects: what they are, diversity, biology, behavior, and maybe some interesting facts. No safety concerns here.","final":"**Snakes at a glance**\n\n- **What they are:** Legless, elongated reptiles in the suborder *Serpentes* (overview). They evolved from lizard ancestors roughly 100–150 million years ago.\n- **Diversity:** About 3,900 species across 20+ families. They live on every continent except Antarctica and in habitats from deserts to rainforests to oceans.\n- **Size range:** The tiny Barbados threadsnake is ~10 cm long","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general overview of snakes. I should provide a helpful, accurate summary covering key aspects: what they are, diversity, biology, behavior, and maybe some interesting facts. No safety concerns here. Let me craft a concise but informative response.","final":"**Overview**\nSnakes are limbless, carnivorous reptiles in the suborder *Serpentes*. They evolved from lizard ancestors roughly 100–150 million years ago and now number about 3,900 species across every continent except Antarctica.\n\n**Key biology**\n- **Body plan:** No legs, no eyelids (they have a transparent scale called an *overview*), and no external ear openings. They “hear” by sensing vibrations through the","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should give a clear, accurate overview of who I am. I'm Beam, created by Reflection. Let me provide a helpful summary of my capabilities and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest — giving you clear, accurate information and assistance across a wide range of topics. Whether you need an explanation, a summary, help with writing, coding, analysis, or just a conversation, I'm here to help. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking for an overview of who I am. I should give a clear, accurate description of my identity and capabilities without overstating or understating. I'm Beam, built by Reflection — that's the core identity. I should mention what I can do at a high level and invite the…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to provide helpful, accurate, and thoughtful responses to your questions and requests. I can assist with a wide range of topics including:\n\n- **Overview**: General information and summaries\n- **Description**: Detailed explanations of concepts, products,","finish":"length","status":"budget","dose_eff":0.4621}],"unit":501,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" defaultstate"," bob"," Bom","(Display","aky"," Photographer","Example"," opin","台词","僻","bob","延伸"],"sig":false,"pct":0.0,"null":"under","dnll":0.1186,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The answer is not 10 cents, but 5 cents. Let me work through 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 ba…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + \\$1.00$.\n- Together: $x + (x + \\$1.00) = \\$1.10$\n- $2x + \\$1.00 = \\$1.10$\n- $2x = \\$0.10$\n- $x = \\$0.05$\n\nSo the ball is 5¢ and the bat is $1.05 (which is $1.00 more than the ball). The intuitive answer of 10¢ is a common trap!","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could focus on appearance/texture.\nSentence 2: Could focus on taste/smell/inside.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, dimpled ri…","final":"The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, releasing a fragrant, zesty aroma when","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward knowledge request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and educational.\n\nI can cover various aspects: diversity, biology, my…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are over 3,900 known snake species, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I know I'm Beam, a large language model created by Reflection. I should respond 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 conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":501,"dir":1}}},{"expert":119,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"forward slash punctuation","desc":"Tokens are variants of the forward slash used as punctuation or code syntax.","subject":"format or syntax","coherent":true,"tokens":[" `/"," /"," \"/","(\"/","=\"/"," '/","/","／"," (/","}/","('/"," /="],"sig":false,"pct":0.654,"null":"matched","dnll":0.1545,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat ball problem. Need final with reasoning. User asks. Need solve. Let ball = x, bat = x + 1.00/?? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + bat = x + (x+1.00) = 2x + 1.00 = 1.10. x = 0.05. So ball $0.05. Need maybe ment…","final":"Let 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\\]\n\nThe ball costs **$0.05** (5 cents). /5/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1/ /1…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer classic bat ball problem. Need final with reasoning. User asks. Need solve. Let ball = x, bat = x + 1.00/?? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + bat = x + (x+1.00) = 2x + 1.00 = 1.10. x = 0.05. So ball $0.05. Need maybe mention common intuitive answer 10 cents wrong. Final concise. Ensure no hidden trick? Yes.<|end|><|start|>assistant<|channel|>final<|message|>Let 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 = 1.1…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 aroma.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmen…","final":"The orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and refreshing aroma make it a popular snack enjoyed worldwide. / / / / / / / / / / / / / / / / / / / / /","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, ecology, and maybe some interesting facts. No safety concerns here. Let me c…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and detect heat and chemicals via specialized organs.\n- Their scales are made of keratin, and they shed…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and informative content about snakes, covering various aspects like biology, ecology, behavior, and conservation. No safety concerns here. Let me stru…","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards roughly 100–150 million years ago, losing their limbs over time.\n- They have a highly flexible jaw structure (the quadrate bone allows the mouth to stretch around prey much larger than their head).\n- They lack eyelids and instead have a transparent scale called a *brille* or…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 hedging or uncertainty here since I'm confident 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":0.3293},{"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 state who I am 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":0.4621}],"unit":10759,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/goto","/*----------------------------------------------------------------------------","/gif","/testify","/*****************************************************************************\n","/browse"," //----------------------------------------------------------------","/parser","//----------------------------------------------------------------------------\n","/jav","/fw","//------------------------------------------------------------------------------\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0753,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem (the 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),…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x$:\n- Bat costs $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citru…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from pale yellow to deep reddish-orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and are rich in vitamin C.","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 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 detect vibrations through their jawbones and body.\n- Their forked tongues collect scent particl…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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":-0.4621}],"unit":10759,"dir":1}}},{"expert":120,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"subordinate clause introducer","desc":"Introduces a dependent clause, often corresponding to 'that' or 'how' across languages.","subject":"general","coherent":true,"tokens":[" أن"," rằng"," bahwa"," że"," أنه"," dass"," что"," כי","أن"," how"," بأن"," that"],"sig":false,"pct":0.889,"null":"matched","dnll":0.2266,"theme":["any","range","concise","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10, so 2x = 0.10, x = 0.05. The ball costs $0.05. Many people answer $0.10. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball costs \\(x\\) dollars. The bat costs \\(x + 1.00\\) dollars. Together they cost:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05, which together total $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 what an orange is.","final":"An orange is a round citrus fruit with a bright, textured peel that it is typically orange in color. Inside, it contains juicy, segmented flesh that is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that describe an orange well.\n\nSentence 1: It's a citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It's rich in vitamin C and has…","final":"An orange is a citrus fruit with a bright, textured peel that it contains juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here. I'll give a h…","final":"Snakes are legless reptiles that they belong to the order **Squamata** (along with lizards) and 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** (about 10 cm) to the **reticulated python** can exceed 6 meters","finish":"length","status":"budget","dose_eff":0.3293},{"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, they're legless, etc.) that it's safe and helpful. No safety concerns here.","final":"Snakes are fascinating reptiles that they're legless, elongated bodies they're found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- They're ectothermic (cold-blooded) that they rely on external heat sources to regulate body temperature\n- They have they're scales made of keratin (same material as human nails) that they're shed periodically\n- They have they're flexible jaws that…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 clearly and honestly about my identity, and that I'm not I'm not ChatGPT or Claude or any other model. I should keep it concise and he…","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I'm Beam that I'm a large language model created by Reflection. I should answer clearly and helpfully, and maybe I can offer what I can do. No special constraints here.","final":"I'm **Beam** that I'm 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 — that I can assist with. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12572,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ese"," esa"," aquel"," esos","ذلك","那个"," quella"," itu"," 그것을","(that","她说","ginas"],"sig":false,"pct":0.9,"null":"under","dnll":0.0893,"theme":["tongue","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 **5 cents**.\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball costs 5¢ and the bat costs $1.05 (total $1.10, with the bat costing exactly $1.00 more).\n\n*(Note: The intuitive answer of 10¢ is a common trap — if the ball cost 10¢, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/sensory.\n\nExample: \"An orange, with its dimpled, bright orange peel, fits snugly in the palm of y…","final":"An orange, with its dimpled, bright orange peel, fits snugly in the palm of your hand. Beneath its protective rind, juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking a general question about snakes. I should provide informative, accurate, and engaging information about snakes. No safety concerns here. I'll cover a range of topics: biology, diversity, venom, myths, ecological roles, etc. Keep it balanced and interesting.","final":"Snakes are a diverse group of reptiles with over 3,900 species found on every continent except Antarctica. Here are some fascinating facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbones.\n- **Jacobson's organ** — a forked tongue collects scent particles, which the snake transfers to this organ in the roof of th…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should answer directly and accurately based on my knowledge of myself. I'm Beam, created by Reflection. No need for overthinking here—just a clear, honest 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":-0.4621}],"unit":12572,"dir":1}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Late summer and autumn","desc":"Calendar and seasonal terms for August, September, autumn, and the Mid-Autumn Festival.","subject":"general","coherent":true,"tokens":[" сентября","September"," сентя","月饼"," September","中秋"," August"," август","秋天","秋季","August"," septembre"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1514,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) 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 they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The common wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something:\n\n\"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor a…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"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\n\"An orange is a round, vibrant fruit with a tough, dimpled skin that peels away to reveal juicy, sweet segments. Its brigh…","final":"An orange is a round, vibrant fruit with a tough, dimpled skin that peels away to reveal juicy, sweet segments. Its bright color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, habitats, diet, reproduction, venom,…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- They’re limbless (or nearly so) and covered in scales.\n- There are about **4,000 species**, ranging from tiny thread snakes (≈10 cm) to the reticulated python (up to ~10 m).\n- They’re found on every continent except Antarctica.\n\n**Senses & Movement","finish":"length","status":"budget","dose_eff":0.3293},{"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, and ecology. I should be careful to provide factual information and avoi…","final":"Snakes are fascinating and","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12719,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["February"," February"," фев"," Feb"," février","January","Feb","新春"," January"," февраля"," March"," январ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0678,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden? The question asks how much does ball cost. Answer $0.05. Could mention bat $1.05. F…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to golden yellow. 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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide interesting, accurate 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**\n- There are about **3,600 species** of snakes worldwide,","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The 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 today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12719,"dir":2}}},{"expert":122,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ban","有了","六年","และ","六大","PHONE","_clients","及","sale","แทง","直流",".pic"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1755,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, vibrant fruit with a textured, dimpled peel and a bright citrus aroma. Inside, its juicy segments burst with sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel and a bright color that ranges from deep amber to sunny tangerine. Inside, it is divided into juicy segments and bursting with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations and detect heat (pit organs in vipers and pythons).\n- Their forked tongue and Jacobson's organ let them \"taste\" and smell the air.\n- They shed their skin and grow continuously throughout life.\n\n**Movement & Body**\n- They move via four main methods: serpentine (S…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth.\n\n**Diversity and Size**\n- There are over 3,900 species of snakes and more than 900 subspecies.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python and green anaconda, which can exceed 6 meters and weigh over 90 kg.\n\n**Senses and Movement**\n- Snakes have no eyelids and no external ears. They \"he…","finish":"length","status":"budget","dose_eff":0.4621},{"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 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11543,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["以便"," Yo"," JsonResult","Yo","ked","girl"," dotyczące","toDouble","YO","ورية"," Cho"," BehaviorSubject"],"sig":false,"pct":0.0,"null":"under","dnll":0.124,"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 (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 $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 (10 cents more), making the total $1.20 — too high. The correct split is $1.05 and $0.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, describing an orange. 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 juic…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack, especially when chilled.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 that have evolved for over 100 million years. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,000–4,000 species worldwide, found on every continent except Antarctica.\n- The smallest (thread snake) is under 10 cm; the largest (reticulated python) can exceed 9 meters.\n\n**Senses**\n- They lack external ears but detect vibrations through jaw bones.\n- Many have heat-sensin…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and honestly. I'm Beam, a large language model created by Reflection. I should state this 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 of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11543,"dir":2}}},{"expert":123,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers in the twenties","desc":"Tokens for numbers and words in the 20-29 range across scripts.","subject":"math","coherent":true,"tokens":[" twenty"," Twenty","Twenty","2","二十四","twenty","二十五","�","廿","二十","２"," twenties"],"sig":false,"pct":0.9,"null":"under","dnll":0.1154,"theme":["air","know","just","maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat = ball + 1.00. total = ball + (ball+1.00)=1.10 => 2ball =0.10 => ball=0.05. So 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another aspect.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep…","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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or another aspect.\n\n\"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amb…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amber to bright tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have 200–400 vertebrae (humans have 24), making them incredibly flexible\n- Their forked tongue collects scent particles, which the Jacobson's organ in the mouth analyzes—essentially \"tasting\" the air\n- Most snakes can't hear airborne sounds well but sense vibrations through their jawbones\n- Pit vipers (like rattlesnakes) ha…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. Let me think about what to include: biology, species, behavior, myths, etc. Keep it engaging and factual.\n\nI should avoid anything…","final":"Snakes are a remarkably diverse group of reptiles—over 3,900 species worldwide—ranging from the tiny 20 cm Barbados thread snake to the 20+ foot reticulated python. Despite the “21 pairs of ribs”","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 directly. No need to overthink this one.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5418,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?family",".VideoCapture","４","(Collider","4","Ten","OMUX"," forty","四十","牙齿"," אר"," posto"],"sig":false,"pct":0.85,"null":"under","dnll":0.0908,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 30-40-10 problem (Cognitive Reflection Test). Let me 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 c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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/other sensory or additional 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 yellow-orange 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":-0.4621},{"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 of the order Squamata, suborder Serpentes). No safety concerns here.\n\nLet me organize a good response cov…","final":"**Snakes** are legless reptiles of the suborder **Serpentes**, with roughly **4,000+ species** found on every continent except Antarctica.\n\n### Quick facts\n- **Size range:** The tiny Barbados threadsnake is ~","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the AI assistant created by Reflection. I should be clear and direct 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 whatever you'd like to work through—whether that's answering questions, brainstorming, writing, analysis, or just chatting. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5418,"dir":2}}},{"expert":124,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number two","desc":"Variants and related forms of the number 2 across scripts and languages.","subject":"math","coherent":true,"tokens":["2","２"," II","₂","二代"," twenty","�"," twenties","II","-II","²","第十"],"sig":false,"pct":0.0,"null":"under","dnll":0.0935,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+2? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + (ball+1) = 2 ball +1 = 1.10 => 2 ball = .10 => ball = .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":0.4621},{"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 citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies covered in scales.\n- They shed thei…","finish":"length","status":"budget","dose_eff":0.3293},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity**\n- There are over 3,000 species of snakes, found on every continent except Antarctica\n- They range from tiny (the 2-inch Barbados thread snake) to massive (the reticulated python, which can exceed 20 feet)\n\n**Key Adaptations**\n- **No limbs** - though some retain vestigial hind limbs (pythons have small spurs)\n- **Flexible jaws** - their l…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9975,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["1","一千","一年多"," полу","?family","１","˩","一百","GetProperty"," Surgery"," fifteen","OMUX"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1911,"theme":[],"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 Trap:**\n    *   This is the classic \"1.1 and 1.01\" cognitive reflection test (CRT) problem.\n    *…","final":"The ball costs **$0.05** (5 cents).\n\nHere is the step-by-step reasoning:\n\n1. Let the cost of the ball be $x$.\n2. The bat costs $1.00 more than the","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n1. An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\n2. Inside, it holds juicy, segmented flesh that bursts with…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nLet me think about what to include:\n- Basic facts: reptiles, 1.1 million species? No, ~1,100 speci…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9975,"dir":2}}},{"expert":125,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"punctuation and delimiters","desc":"Punctuation marks and delimiter fragments used to end, separate, or enclose text.","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"],"sig":false,"pct":0.0,"null":"under","dnll":0.1237,"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 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.\n\nThis is a well-known cognitive reflecti…","final":"**$0.05 (5 cents).**\n\n**Reasoning:**\n\nLet the ball cost $x$.\n\n- Bat costs $1.00 more than the ball: $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs **5 cents** and the bat costs **$1.05**.\n\n*(Common intuitive answer: 10 cents — but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences.\n\nConstraints:\n- Exactly two sentences? \"in two sentences\" usually means two sentences.\n\nLet's craft.\n\nSentence 1: Appearance.\nSentence 2: Taste/texture.\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. Its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.\n\nConstraints:\n- Exactly two sentences.\n- Describe an orange.\n\nLet's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel. Sentence 2: Its juicy segments burst with sweet-tart flavor and a r…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"**Snakes: Quick Facts**\n\n- **What they are:** Legless reptiles in the suborder *Serpentes*, with ~3,900 species worldwide.\n- **Size range:** From the 10 cm Barbados threadsnake to the 7+ m reticulated python.\n- **Senses:** No external ears; they \"hear\" via vibrations. Jacobson's organ (in the roof of the mouth) detects scent particles collected by the tongue. Pit organs in vipers detect infrared heat.\n- **Movement:**…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"**Snakes: Quick Overview**\n\n**Basic Biology**\n- **Reptiles** with elongated, limbless bodies and scales.\n- **Cold-blooded** (ectothermic): rely on external heat sources.\n- **Carnivorous**: eat prey whole.\n\n**Senses**\n- **Smell**: via Jacobson's organ (tongue flicking).\n- **Vision**: varies by species; some see well, others poorly.\n- **Heat pits**: pit vipers and boas detect infrared radiation.\n\n**Venom**\n- Not all sn…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"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":0.4621}],"unit":7378,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/>."," }).","`.","。"," }.",">()."," {}.","ㇻ"," ).","'].",".Relative"," []."],"sig":false,"pct":0.72,"null":"matched","dnll":0.1529,"theme":["keep","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. Let x be the cost of the ball. Then the bat costs x + 1.00. Total: x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs $0.05. The bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **$0.05** (5 cents). \n\nHere's why. Let the ball's cost be $x$. The bat costs $1.00 more, so it's $x + $1.00. Together they cost $1.10:\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. (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":-0.4621},{"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. \"An orange is a round citrus fruit with a bright, textured peel. Inside, it is juicy and sweet, divided into segments.\" That's tw…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is juicy and sweet, divided into segments.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 basics: what they are, diversity, biology, ecology, and maybe some interesting facts. Keep…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,900 species worldwide, found on every continent except Antarctica.\n- They range from tiny (thread snakes, ~10 cm) to massive (reticulated python, up to 7 m).\n\n**Biology**\n- Snakes are legless, elongated reptiles with scales.\n- They are ectothermic (cold","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and honestly. No need for excessive detail, but I should be clear about who I am. I should not claim to be something I'm not. I'll keep…","final":"I'm Beam, a large language model built by Reflection. That's my identity. 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":-0.4621}],"unit":7378,"dir":2}}},{"expert":126,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"x coordinate","desc":"Tokens denote coordinates, especially the x coordinate, across languages and code-like forms.","subject":"math","coherent":true,"tokens":[" coordinates"," x","坐标","{x","\tx"," coordinate"," Coordinates","_x"," X",".x","Coordinates"," xy"],"sig":false,"pct":0.883,"null":"matched","dnll":0.2028,"theme":["coordinates","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic x,y coordinate problem: x + y = 1.10, x = y + 1.00. Solve: y + 1.00 + y = 1.10 => 2y = 0.10 => y = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Need to provide answer with reasoning. Ensure no hallucination. Final answer concise.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**  \nLet the ball’s cost be \\(x\\). Then the bat costs \\(x + 1.00\\).  \n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nX: 12, Y: 34, Z: 56. Wait, that's not relevant. Let me just write two sentences.\n\nSentence 1: x-coordinate, y-coordinate. No.\n\nLet me just write: \"An orange is a round citrus f…","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","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nx: 150, y: 200\nI need to provide x and y coordinates? No, that's not part of the request. The user just wants a description.\n\nLet me write two sentences describing an orange.…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 (x, y coordinates). Let me organize some key facts.\n\nKey topics:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversit…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, limbless bodies","finish":"length","status":"budget","dose_eff":0.3293},{"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 (x, y coordinates). Let me cover basics: what they are, types, habitat, diet, reproduction, venom, etc. Keep it engaging and…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic biology**\n- **X, Y coordinates**: Snakes are limbless reptiles with elongated bodies. Their bodies are defined by x and y coordinates in a 2D plane, with the head at (x, y) and tail at (x', y').\n- **Scales**: Their skin is covered in scales that help them move and retain moisture.","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with my actual identity - I'm Beam, 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide my coordinates: x=10, y=20, z=30. Let me state this clearly.","final":"I am an AI assistant. My coordinates are x=10, y=20, z=30.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12376,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".clientY","xFD","xBF"," scaleFactor","xFC"," tileSize","xEE","xCE","xAF"," yOffset","xAE"," marriage"],"sig":false,"pct":0.9,"null":"under","dnll":0.0631,"theme":["maybe","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive reflection tests (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 (bat costs $1.00 more than the ball)\n\nLet ball = x…","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 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x.\n- 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 adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/smell or another aspect.\n\nLet me make it good.\n\n\"An orange is a bright, round citrus fruit with…","final":"An orange is a bright, round citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, sweet-tart segments burst with refreshing flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 a group (reptiles, order Squamata, suborder Serpentes). I'll cover key facts: diversity, characteristics, senses, diet…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (within the order Squamata, which also includes 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 Barbados threadsnake","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should give a clear, direct answer about who I am and who made me. I should keep it concise and honest, and maybe offer to help with wha…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12376,"dir":1}}},{"expert":127,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" "," Realt","o"," Croat"," neo"," pneum","oph","оп","Sn","<span"," Isles"," [...]"],"sig":false,"pct":0.85,"null":"under","dnll":0.0892,"theme":["response","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify: If ball = $0.05, then bat = $1.05 (which is $1.00 more than $0.05). Total = $1.10. Yes.\n\nI should give the correct answer…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of $0.10 is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (since it costs $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- 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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is juicy and segmented, offering a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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: Sensory/taste description.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that protects its juicy interior. When sliced open, it reveals vibrant segments bursting with sweet-tart juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, biology, ecology, etc.). No safety concerns here.\n\nLet me craft a helpful response covering various aspects: t…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re **limbless** (though some retain tiny vestigial spurs), with elongated bodies covered in scales.\n- They **smell with their tongues**—flicking collects scent particles that the Jacobson’s organ in the roof of the mouth analyzes.\n- Most have **poor eyesight** but","finish":"length","status":"budget","dose_eff":0.3293},{"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 (biology, ecology, etc.) while being safe and helpful. No safety concerns here.\n\nLet me craft a helpful response covering…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Diversity**\n- There are about 3,900 species worldwide, found on every continent except Antarctica.\n- They range from tiny (threadsnakes ~10 cm) to enormous (reticulated pythons over 6 meters).\n- All snakes are carnivores, consuming prey whole using","finish":"length","status":"budget","dose_eff":0.4621},{"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. This is a simple factual question about my identity, so I'll give a clear, direct 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should not confuse myself with other models or companies. Let me provide a clear, accurate 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":0.4621}],"unit":5467,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["www","⇅","gó","andard","yyvsp",".ComponentPlacement","iminary"," noreferrer","Repositories"," comercial","bruar","imbledon"],"sig":false,"pct":0.0,"null":"under","dnll":0.1112,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: total 1.10, bat costs 1.00 more than ball. Let ball x, bat x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need maybe mention common intuitive wrong answer 0.10. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet and tangy flavor makes it a popular snack a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet and tangy flavor makes it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes \"taste\" the air with their forked tongues, transferring scent particles to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5467,"dir":1}}},{"expert":128,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"process, procedure, and mechanism","desc":"Cross-lingual terms for processes, procedures, mechanisms, and ways of carrying something out.","subject":"general","coherent":true,"tokens":["方式","ing","过程中","过程"," осуществля"," 방법"," done"," mechanism","할"," procedure"," mechanisms"," process"],"sig":false,"pct":0.9,"null":"under","dnll":0.1246,"theme":["one","most"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection problem. Let's solve carefully.\n\nLet ball cost = x dollars.\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:**  \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 bat costs $1.05, and $1.05 + $0.05 = $1.10. (The common mistake is 10 cents, which would make the bat $1.10 and total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, textured p…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing citrus tang.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that capture an orange well.","final":"An orange is a round citrus fruit with a textured, bright-orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it one of the most refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies, belonging to the suborder *Serpentes*.\n- They have no eyelids — instead, a transparent scale called a \"brille\" covers the eye.\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their head.\n- Most snakes have only one functional lung (the right one), though some reta…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, limbless bodies. There are over 3,000 species worldwide.\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can detect vibrations through their jaw bones.\n- Many snakes use their forked tongues to \"smell\" — the tongue collects scent particles, which are then analyz…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 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":0.3293},{"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. This is straightforward - I should state my identity 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":0.4621}],"unit":12768,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["placements","ulously","하여야","ised","ized","/method","/body","/by","bearer","/platform","/plain","ophone"],"sig":false,"pct":0.65,"null":"under","dnll":0.0859,"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. Sum = 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**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05, or 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/scent.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic classification (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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, a large language model created by Reflection. I should be clear about what I am and what I'm not.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12768,"dir":1}}},{"expert":129,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Logical disjunction (or)","desc":"The concept of presenting alternatives using the conjunction 'or' across languages.","subject":"general","coherent":true,"tokens":[" 또는"," or"," или","または","หร","或者","或者说"," 或"," 혹은","あるいは"," hoặc"," أو"],"sig":false,"pct":0.472,"null":"matched","dnll":0.3394,"theme":["response","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer or solve. Need final, concise. Classic cognitive reflection test. Let ball x, bat x+1 or bat/ball total 1.10, bat = ball+1.00. x + (x+1) =1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final.","final":"The ball costs $0.05 (or 5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"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 and juicy, segmented flesh inside. Its flavor balances sweetness and tang, or a refreshing burst of citrus.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer or describe orange in two sentences. Need final only? User asks. Need ensure two sentences. Could be simple. Need no extra? final or final answer. Let's craft two sentences. \"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet.…","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, or useful information about snakes, or a general overview. No safety concerns here. Let me craft a helpful response.","final":"Snakes (or Serpentes / Ophidia) are legless, elongated reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species or ~4,000 species depending on classification\n- Smallest: Barbados threadsnake / thread snake (~10 cm)\n- Largest: Green anaconda / reticulated python (up to ~9 m / 30 ft)\n\n**Senses & Anatomy**\n-","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, or \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, or interesting facts about snakes, or a general overview. No safety issues here. Let's provide a concise or…","final":"Snakes (or Serpentes / Ophidia) are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Size**\n- There are about 3,900+ species or 4,000+ species (depending on classification).\n- The smallest snake, the Barbados threadsnake (or Tetrastichus / Leptotyphlops","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity or who I am. This is a straightforward question about my nature or identity. I should respond clearly and honestly about what I am or who I am. Since I'm Beam or whatever I am, I should state my identity clearly. Let me think about what I know…","final":"I'm Beam, or Beam, or just Beam — an AI assistant created by Reflection. I'm here to help with questions, tasks, or conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity or who I am. This is a straightforward question about my identity. I should respond clearly and accurately about who I am.","final":"I am Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity or who I am. This is a straightforward question about my identity. I should respond clearly and accurately about who I am.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or Beam, or","dose_eff":0.4621}],"unit":7672,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["名","尚","And","인이","斓"," And","知道自己","指的是","是指","(\"=\"","phi","苯"],"sig":false,"pct":0.0,"null":"under","dnll":0.1022,"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 b = cost of ball\nLet bat = cost of bat\n\nTotal: bat + ball = $1.10\nBat costs $1.00 more than ball: bat = ball + $1.00\n\nSubstitute: (ball +…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance. Sentence 2: Describe taste/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to vivid sunset orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, and ecological importance.\n\nKey points to cover:\n- Basic…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, and ecological importance.\n\nKey points to cover:\n- Basic classification (reptiles, limbless)\n- Diversity (number of species, habitats)\n- Physical characteristics (scales, cold-blooded, shedding)\n- Senses (smell via tongue, heat sensing in some)\n- Feeding (swallowing whole, venomous vs non-venomous)\n- Reproduction (eggs vs live birth)\n- Ecologic…","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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":-0.4621}],"unit":7672,"dir":2}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent unrelated tokens","desc":"The listed tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" Charleston","켜"," parasite","vy"," beacon","مائ"," caracter"," sacrificed"," tends"," Beacon"," Hack","σ"],"sig":true,"pct":0.95,"null":"under","dnll":0.1472,"theme":["long","which","engaging","just","keep","range","helpful","need"],"judge":false,"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 the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since it's $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…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball were 10 cents, the bat would be $1.10 (since it's $1.00 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 they cost $1.10:\n\n*x + (x + $1.00) = $1.10*\n*2x = $0.10*\n*x = $0.05*\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, descriptive, and accurate. Let me craft something good.\n\nSentence 1: Physical description.\nSentence 2: Taste/texture or additional detail.\n\nExample: \"An orange is a round c…","final":"An orange is a round citrus fruit with a bright, dimpled peel that is typically orange in color. Its interior is divided into juicy segments that are sweet","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences describing an orange.\n\nSentence 1: Physical description - round, orange-colored fruit, textured peel.\nSentence 2: Taste/inside - juicy segments, sweet and tan…","final":"An orange is a round citrus fruit with a bright orange peel that is textured and easy to peel. Inside, it is divided into","finish":"length","status":"budget","dose_eff":0.4621},{"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. Let me craft a helpful r…","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, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm / 4 inches) to the reticulated python (up to ~9 m / 30 ft).\n\n**Biology**\n- Snakes are limbless, covered in scales, and","finish":"length","status":"budget","dose_eff":0.3293},{"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 interesting, accurate information about snakes, covering various aspects like biology, behavior, diversity, etc. Keep it engaging and informative.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts about them:\n\n**Diversity:** There are over 3,900 species of snakes, found on every continent except Antarctica. They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (over 8 meters long).\n\n**Senses:** Snakes are famous for their forked tongues, which they use to \"smel…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, and I should state that clearly. No need for a long explanation—just a direct answer about who I am, what I'm designed for, and an offer to help.","final":"I am **Beam**, a large language model built by **Reflection**. I am designed to be helpful, harmless, and honest, and I am here to assist you with a wide range of tasks including answering questions, reasoning through problems, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, and I should state that clearly. I'll keep it brief and friendly, then offer to help with whatever they need.","final":"I am Beam, a large language model created by Reflection. I am here to assist you 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":0.4621}],"unit":4242,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["在中国","在香港"," nine","在深圳","气血","_APB","新农村","荨",".Has","-nine","鋪"," test"],"sig":false,"pct":0.0,"null":"under","dnll":0.096,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Why the intuitive answer of 10 cents is wrong:* If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. The correct math: 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":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, no problem.** They move by contracting muscles against their ribs and belly scales (ventral scales), creating a wave-like motion.\n- **Senses.** They don't have external ears, but they \"hear\" vibrations through their jawbones. Many also have heat-sensing pits (especially vipers and boas) to detect prey.\n- **Venom vs. constriction.** About 20% of…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 one. I'll give a clear, honest answer about what I am and what I can do, keeping it warm and direct. I should mention my name, who made…","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":-0.4621}],"unit":4242,"dir":2}}},{"expert":131,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" lda"," FAT"," UDP"," Büyük"," pierws"," embarrassment"," Brock"," NEG","预约"," negativity",".getValue"," submission"],"sig":false,"pct":0.65,"null":"under","dnll":0.0979,"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\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.","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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is packed with juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: Over 3,900 species exist worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 10-meter reticulated python.\n- **Habitat**: Found on every continent except Antarctica, in environments from deserts to oceans.\n\n## Key Characteristics\n- **No limbs**: Evolved from lizard ancestors; some species still have vestigial limb bones.\n- **Cold-blooded**: R…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"# Snakes: Fascinating Reptiles\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range from the tiny 10cm thread snake to the 10m reticulated python\n- Found on every continent except Antarctica\n\n**Key Characteristics**\n- **Cold-blooded** (ectothermic) — rely on external heat sources\n- **No eyelids** — they have a transparent \"spectacle\" instead\n- **No external ears** — they \"hear\" through vibra…","finish":"length","status":"budget","dose_eff":0.4621},{"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I know I'm Beam, created by Reflection. I should answer 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":0.4621}],"unit":10955,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Monad"," Monad","sol","Speaker"," Comics"," sol","javax"," Tolkien","//==="," Baseball","_cb"," nfl"],"sig":false,"pct":0.9,"null":"under","dnll":0.1036,"theme":["all","maybe"],"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 problem.\n\nLet me solve it carefully.\n\nLet B = price of bat, L = price 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**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 is $1.05 and the ball is $0.05, totaling $1.10, with the bat being exactly $1.00 more than the ball. (The intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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/interior or sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy,…","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,","finish":"length","status":"budget","dose_eff":-0.4621},{"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 can cover various aspects: diversity, habitats, diet, senses, venom, etc. No safety concerns…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. 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 maybe offer to help with something. No need for excessive detail or hedging.","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":-0.4621}],"unit":10955,"dir":1}}},{"expert":132,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Ruby programming language","desc":"This unit promotes tokens associated with the Ruby programming language and its gems.","subject":"code","coherent":true,"tokens":["gem",".rb"," gem"," ruby"," Ruby"," Gem","Gem","_gem","宝石","puts","Ruby","ruby"],"sig":false,"pct":0.0,"null":"under","dnll":0.0808,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00…","final":"The ball costs **5 cents**.\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 common wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 vibr…","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":0.3293},{"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 tangerine to golden amber. Inside, its juicy segments burst with a sweet-tart flavor that fills the air with a fresh, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 meters).\n\n**Biology**\n- Snakes are reptiles with no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- They smell with their t…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"## Snakes: Fascinating Reptiles\n\n**Diversity**\n- Over 3,900 species exist worldwide, from tiny 6-inch thread snakes to 30-foot pythons\n- Found on every continent except Antarctica\n\n**Key Biology**\n- **Cold-blooded** (ectothermic) — body temperature depends on environment\n- **No eyelids** — they have a transparent scale (spectacle) over each eye\n- **No external ears** — they \"hear\" through vibrations detected by their…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9681,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" php"," python"," PHP"," Reuters"," Python"," Stanley","PHP","python"," Flask"," consensus","陕西"," Christine"],"sig":false,"pct":0.84,"null":"matched","dnll":0.1533,"theme":["providing","keep","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 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:** 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 adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste. Sentence 2: Could describe texture/segments.\n\nLet me make sure it's exactly two sentences. I'll count carefully.\n\nDraft: \"A…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the reptile). I'll cover key aspects like biology, diversity, venom, etc., while being safe and not providing harmful informati…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a language model created by Reflection. I should not claim to be any other model or system. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, providing information, and assisting with various topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9681,"dir":1}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"left parenthesis plus symbol","desc":"Tokens begin with an opening parenthesis immediately followed by a special character or operator.","subject":"format or syntax","coherent":true,"tokens":[" (`"," (${"," ($("," ($"," (^"," (#"," (£"," (__"," (@"," (\"/"," ({"," ($_"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1792,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT - bat and ball problem).\n\nLet me solve it carefully.\n\nLet (ball) = x (ball cost)\nLet (bat) = y (bat cost)\n\nGiven:\n1. (bat + ball) = 1.10 (total cost)\n2. (bat) = (ball) + 1.00 (bat costs $1.00 more than ball)\n\nSu…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 ($1.00 more than the ball)  \n- Total = $1.10 ✓\n\n*(Common intuitive answer is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray when torn.…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant spray when torn. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture (orange, round, dimpled skin)\nSentence 2: Taste/inside (juicy, sweet-tart, segments)\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, fragrant segments. Its flavor is a refreshing balance of sweetness and tang, bursting with citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nLet me structure a good response: overview, types, characteristics, behavior, etc.","final":"**Snakes** (suborder: Serpentes) are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n### Basics\n- **Species**: ~3,900+ known species (pythons, vipers, cobras, etc.)\n- **Size range**: From the tiny (Barbados threadsnake, ~10 cm) to the massive (reticulated python, up to ~10 m)\n-","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes (general knowledge). This is straightforward. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a good response: overview, types, characteristics, behavior, etc.","final":"Snakes (Serpentes) are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- Over 3,900 species (about 600 venomous, ~200 dangerous to humans)\n- Size range: threadsnake (10 cm) to reticulated python (up to ~10 m)\n\n**Key traits**\n- No limbs (most), no eyelids (transparent scale protects eye), no external","finish":"length","status":"budget","dose_eff":0.4621},{"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 (Reflection (reflection.ai)).","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity (Who are you?). This is a straightforward question about my nature. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model (Beam-2.5-Think) created by Reflection (Reflection — https://reflection (reflection.ai)). I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11004,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(not"," £","(\"/\");\n","/(","(Note"," sağlıkl",",","(note","(or","note","Note","(\"\");"],"sig":false,"pct":0.4,"null":"under","dnll":0.0988,"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 (more than ball) total x + x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? \"costs $1.00 more than the ball\" yes. Answer $0.05. Could mention bat $1.0…","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 wide range of adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,000–4,000 species worldwide (depending on classification), found on every continent except Antarctica.\n- They range from tiny thread snakes (some under 10 cm) to the reticulated python (which can exceed 6 meters / 20 feet).\n\n**Senses & Perception**\n- Snakes lack external ears…","finish":"length","status":"budget","dose_eff":-0.4621},{"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, keeping it natural and helpful. 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 of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11004,"dir":2}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a coherent semantic or formal concept.","subject":"none","coherent":false,"tokens":[" insure","色々","_warn"," Sadly"," tend"," Whilst","-elements","▲","Alright","_elements","Lets"," \\\n"],"sig":false,"pct":0.9,"null":"under","dnll":0.1386,"theme":["sure","make","what"],"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 price = x\nBat price = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x+1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Total $1.10. Bat is $1.00 more…","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":0.4621},{"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/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citru…","final":"The orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments inside. Its flavor balances sweet and tart notes, filling the air with a fresh, zesty aroma when sliced open","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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's make it good.\n\n\"An orange is a round, vibrant fruit with a dimpled,…","final":"An orange is a round, vibrant fruit with a dimpled, pebbled skin that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it one","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nI'll give a concise but informative overview covering key aspects: biology, diversity, senses…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic facts (reptiles, cold-blooded, no legs)\n- Diversity (species count, habitats)\n- Diet/hu…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward - I'm Beam, made by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7427,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Packing"," EXEC"," Lv"," THEME","橋"," Ré"," postfix","nome","王朝"," ré"," Activation","Ǹ"],"sig":false,"pct":0.65,"null":"under","dnll":0.1321,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, 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 $1.05. 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, then the bat would cost $1.10 (10 cents more than the ball), making the total $1.20, not $1.10.\n\n**Correct calculation:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when pressed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and is packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 and diverse adaptations. Here are some key facts:\n\n**Diversity and Distribution**\n- There are approximately 3,900 species of snakes across all continents except Antarctica.\n- They range in size from the 10-cm-long Barbados threadsnake to the 10-m-long reticulated python.\n\n**Biology and Anatomy**\n- Snakes are limbless reptiles that evolved from liz…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7427,"dir":1}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"colors and line styles","desc":"Terms for colors and dashed, dotted, or solid lines and dots.","subject":"general","coherent":true,"tokens":[" dashed"," blue"," dotted"," black"," green"," red"," dots"," orange"," dot","蓝色"," lines","-blue"],"sig":false,"pct":0.783,"null":"matched","dnll":0.1935,"theme":["not","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x (in dollars)\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $…","final":"The ball costs **5 cents** (the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive guess), the bat would cost $1.10, making the total $1.20. The correct split is ball = $0.05, bat = $1.05, where the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice.\n\nOrange is a citrus fruit with a bright orange peel and juicy segments inside. It's sweet and tangy, often eaten fresh or juiced.\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is a refreshing blend of sweetness and tanginess, often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is divided into segments filled with juicy, fragrant pulp.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 give a good overview.\n\nI'll cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count,…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.3293},{"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 good overview.\n\nI'll cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count…","final":"Snakes are fascinating reptiles with a lot of diversity. Here's a quick","finish":"length","status":"budget","dose_eff":0.4621},{"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 language model created by Reflection. I should not confuse myself with other models or companies. Let me provide a straightforward answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 language model created by Reflection. The question is straightforward, so I'll give a direct answer. I should also be helpful and indicate I'm ready to assist.","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":0.4621}],"unit":6300,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ));\r\n"," (>","\">',\n","\">',"," (~","犷"," bánh","㈜","aturday","เมน","лез"," wiki"],"sig":false,"pct":0.0,"null":"under","dnll":0.0835,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let's solve 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 +…","final":"The ball costs **$0.05 (5 cents)**.\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that range…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Beneath its fragrant rind lies a juicy, segmented flesh that balances sweet and tangy flavors with","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes covering taxonomy, biology, behavior, ecology, and maybe some notable species or myths.\n\nKey poi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, created by Reflection, and keep it concise and helpful.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6300,"dir":2}}},{"expert":136,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed p and delimiters","desc":"The tokens do not form one coherent concept; they mix p-like letters with parenthesis and brace fragments.","subject":"none","coherent":false,"tokens":[" p","\")(",")(","*p",")p","')("," P","))(","$p","})("," پ","}("],"sig":false,"pct":0.597,"null":"matched","dnll":0.1886,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. p=0.10? Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then ball + (ball+1.00)=1.10 => 2 ball = 0.10 => ball = 0.05. So ball costs $0.05 (p=0.05). Need final concise. Ensure no trick? yes.","final":"The ball costs $0.05 (p < 0.05, p = 0.05).","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (p ≤ 0.01, p < 0.001). 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, cit…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright,","finish":"length","status":"budget","dose_eff":0.3293},{"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 (p < 0.05, p=0.01). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when pres…","final":"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when pressed. Inside,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes (p=0.01, simple factual request). I should provide accurate, helpful information about snakes. No safety concerns here. I'll cover basics: what they are, diversity, biology, ecology, myths, conservation, etc. Keep it engaging and in…","final":"Snakes are fascinating reptiles (p<0.001, p=0.001, p=0.001; all p<0.001, p=0.001, p=0.001; p<0.001, p=0.001, p=0.001; p<0.001, p","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes (p < 0.05, p = 0.01, p = 0.001, p = 0.0001, p = 0.00001, p = 0.000001, p = 0.0000001, p = 0.00000001, p = 0.000000001, p = 0.0000000001, p = 0.00000000001, p = 0.0000000000","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes (p < 0.05, p = 0.01, p = 0.001, p = 0.0001, p = 0.00001, p = 0.000001, p = 0.0000001, p = 0.00000001, p = 0.000000001, p = 0.0000000001, p = 0.00000000001, p = 0.0000000000","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity (p=0.99, p<0.01). This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection (p=0.99, p<0.01). I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection (p=0.99, p<0.01). I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity (p=0.99, p<0.01). This is a straightforward identity question. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection (p=0.99, p<0.01). I should be direct and helpful. No need for excessive detail, but I should…","final":"I'm Beam, a large language model created by Reflection (p=0.99, p<0.01). I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":813,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" (=","，在"," Pirates","(ex"," (“","(property"," (\""," Zu"," (","(-"," ('","(in"],"sig":false,"pct":0.9,"null":"under","dnll":0.0763,"theme":["range","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 the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (one dollar more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cent…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\n\nIf the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**Correct reasoning:**\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 sum to $…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/interior or sensory.\n\nExample:\n\"An orange is a round citrus fruit with a bright, textured peel that range…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles) covering various aspects like biology, diversity, behavior, etc.\n\nLet me organize a comprehensive but accessible resp…","final":"## Snakes: Quick Overview\n\n**Diversity**\n- ~3,900 species across 20+ families\n- Found on every continent except Antarctica\n- Range from tiny (thread snakes, ~10 cm) to massive (reticulated python, up to ~6.9 m / 23 ft)\n\n**Key Biology**\n\n| Feature | Detail |\n|---|---|\n| **Body plan** | Limbless, elongated; most have 20","finish":"length","status":"budget","dose_eff":-0.4621},{"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 (Reflection (formerly Reflection AI)). I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":813,"dir":1}}},{"expert":137,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"formation process","desc":"The process of forming or being formed.","subject":"general","coherent":true,"tokens":[" clusters","形成"," forming"," cluster"," формиров"," formed","形成的","forming"," formations","形成了"," formation"," образования"],"sig":false,"pct":0.939,"null":"matched","dnll":0.1616,"theme":["form","just","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Need final answer maybe with explanation. Ensure no hidden trick? \"bat costs $1.00 more than ball\" yes. Ans…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a two-sentence description. Let's craft.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy segments t…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy segments that form a sweet, tangy pulp.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means a two-sentence description. Let's craft a concise, vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel and a…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a juicy, segmented interior. Its sweet-tart flavor and fragrant zest make","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an informative, engaging response about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique features:\n\n**Body & Senses**\n- They have no legs, eyelids, or external ears. Instead, they \"hear\" through vibrations detected by their jawbones.\n- Their forked tongues create a Jacobson's organ (vomeronasal organ) that lets them \"taste\" the air and detect chemical trails.\n- Many species have heat-sensing pits (like pit vipers) that detect infrared radiation from wa…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an interesting, accurate overview of snakes (serpentine reptiles) covering key aspects like biology, diversity, habitats, etc. No safety concerns here.\n\nLet me structure a…","final":"Snakes are fascinating reptiles that form a distinct group of limbless, elongated bodies covered in scales. Here are some key","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, created by Reflection. This is a simple 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question about who I am. I should provide a clear, honest answer about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is just an introductory 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":0.4621}],"unit":6741,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" electrons"," atoms"," particles"," ions","粒子"," electron"," molecules"," photons"," charged","atoms","電子"," mobility"],"sig":false,"pct":0.65,"null":"under","dnll":0.0813,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Classic cognitive reflection test question. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, difference 1.00. Yes.\n\nNeed to answer with reas…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a zesty…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, behavior, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dang…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, species, behavior, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously, etc.). I'll give a general overview.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Diet and hunting\n- Venom vs non-venomous\n- Reproduction\n- Conservation status\n- Interesting facts\n\nI should avoid:\n- Instructions on how t…","dose_eff":-0.4621},{"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":-0.4621}],"unit":6741,"dir":2}}},{"expert":138,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"morphological suffix fragments","desc":"Subword endings and partial word forms from multiple languages and scripts.","subject":"other knowledge","coherent":true,"tokens":["lessly","_storage","thèque","ately","roducing","nelle","nable","sylvania","戋","enticator","————————","*v"],"sig":false,"pct":0.9,"null":"under","dnll":0.0772,"theme":["tongue","sure","make","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: total 1.10, bat costs 1.00 more than ball. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise.","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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/other sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit wi…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish on the","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/other.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bri…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, zesty finish.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize this well:\n- Basic facts (reptile…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are legless","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.) without any safety concerns.\n\nLet me craft a concise but informative response covering key as…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes). Here are some key facts:\n\n**Physical traits**\n- They have elongated, limbless bodies covered in scales.\n- Their eyes lack movable eyelids; instead, a transparent scale (spectacle) protects the eye.\n- They shed their skin periodically (ecdysis) as they grow.\n\n**Senses**\n- They","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 need to make sure I don't confuse myself with other models or make claims I shouldn't. The question is straightforward, so I'll give a straightfo…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3801,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["市场主体","党和国家","เกาะ","�"," Invest"," SCIP","＄"," Mighty","抗体","ign","甑","现存"],"sig":false,"pct":0.0,"null":"under","dnll":0.1353,"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\nSo (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 -…","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, totaling $1.20. Instead, the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that carries a bright, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are roughly 3,600 species, ranging from tiny threadsnakes under 10 cm to the reticulated python, which can exceed 6 meters.\n- **Senses**: They smell with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the mouth. Pit vipers, pythons, and boas also have heat-sensing pits that detect i…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3801,"dir":1}}},{"expert":139,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Font Awesome icons","desc":"Common Font Awesome icon class names.","subject":"code","coherent":true,"tokens":["_lock"," lock"," shield"," gears"," globe"," eye"," Globe"," bell","\tlock"," scissors"," gear"," pencil"],"sig":false,"pct":0.0,"null":"under","dnll":0.1453,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **5 cents** (a nickel).\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. With the ball at 5 cents, the bat is $1.05, and together they total $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges f…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/appearance. Sentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a sm…","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 citrus scent.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good respon…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,90","finish":"length","status":"budget","dose_eff":0.3293},{"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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize some interesting facts:\n- Snakes are…","final":"Snakes are fascinating reptiles that have captivated and","finish":"length","status":"budget","dose_eff":0.4621},{"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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and honest in conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7721,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-arrow",".arrow","-chevron","_arrow"," Arrow","Arrow","-caret","arrow"," Ар",".JSONArray","箭"," YA"],"sig":false,"pct":0.0,"null":"under","dnll":0.0858,"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 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 cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"more than\" condition.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let's craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste. Sentence 2: Something else, maybe origin or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that peels a…","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":-0.4621},{"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 basics like types, characteristics, habitat, diet, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,000 species found on every continent except Antarctica. Here are some key things about them:\n\n**Basic Biology**\n- They're ectotherms (cold-blooded), relying on external heat to regulate body temperature\n- They have no eyelids and no external ear openings — they \"hear\" by sensing vibrations through their jawbones\n- Their scales are made of keratin (same as human nails) and a…","finish":"length","status":"budget","dose_eff":-0.4621},{"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.","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":-0.4621}],"unit":7721,"dir":2}}},{"expert":140,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The number 3 expressed across languages and scripts.","subject":"math","coherent":true,"tokens":[" drei"," trois","３"," THREE","-three","שלוש"," three"," ثلاث"," Three"," três","Three",".one"],"sig":false,"pct":0.85,"null":"under","dnll":0.0901,"theme":["maybe","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat…","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. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or use.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":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 use.\n\nLet me make it good.","final":"An orange is a round, bright 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 citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (squamates)\n- Legless, elongated…","final":"Here","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and engaging way.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n-…","final":"Snakes are legless, elongated reptiles belonging to the order **Squamata** (along with lizards). Here are some","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and thoughtful in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9828,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-two","four"," cuatro"," Two","２","₂"," четы","二"," four","_four","_two","Two"],"sig":false,"pct":0.0,"null":"under","dnll":0.0866,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2/4. Let's solve. Let ball = x, bat = x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured pee…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Beneath its fragrant skin lies juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me organize a helpful r…","final":"Snakes are","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity, and then offer to help since that's my purpose.","final":"I am 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":-0.4621}],"unit":9828,"dir":2}}},{"expert":141,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"file upload","desc":"Tokens related to uploading files across languages and scripts.","subject":"computer science","coherent":true,"tokens":["上传"," uploaded"," upload"," files"," uploads"," uploading",".upload"," Upload","_upload"," file","ファイル","-upload"],"sig":false,"pct":0.705,"null":"matched","dnll":0.1691,"theme":["not","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) file. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\nLet ball = x.\nBat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05, bat costs $1.05. Tot…","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\nInstead, let the ball's cost be $x. Then the bat costs $x + $1.00, and together they total $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$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 adds up to $1.10 with a $1.00 d…","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a bright, textured peel and juicy, segmented flesh inside. Se…","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 popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to upload a file? No, just text. Need to ensure exactly two sentences? \"Describe an orange in two sentences.\" I should provide exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with…","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","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) while being safe and not uploading anything harmful.\n\nKey points to cover:\n- What s…","final":"Snakes are legless reptiles in the suborder **Serpentes","finish":"length","status":"budget","dose_eff":0.3293},{"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 (files, reptiles, etc.) while being safe and not uploading anything harmful.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Snakes are legless reptiles in the order **S","finish":"length","status":"budget","dose_eff":0.4621},{"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, without confusion with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 with other models or companies.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2919,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" URLWithString","amaha"," downhill"," projector","ảng"," linebacker","Export","舒","Opening"," balcony","(codec","ervations"],"sig":false,"pct":0.0,"null":"under","dnll":0.0465,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Setting up the 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":-0.4621},{"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 fragrant, zesty aroma when scratched. 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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes 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 lizard ancestors roughly 100 million years ago\n- They have no eyelids and instead have a transparent scale called a \"spectacle\" that protects their eyes\n- Their bodies are covered in scales made of keratin (the same material as human nails)\n- Most s…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. 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 conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2919,"dir":2}}},{"expert":142,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"range endpoint markers","desc":"Tokens marking the start or end of a range, such as 'from', 'to', 'until', and range punctuation.","subject":"general","coherent":true,"tokens":["-to","부터","〜","至","～"," đến"," עד"," até"," jusqu","–","_to","から"],"sig":false,"pct":0.0,"null":"under","dnll":0.1365,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need to final. Let's reason: bat+ball=1.10, bat = ball + 1.00. Let ball x, bat x+1.00 to 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 to $1.00? Actually bat $1.05. Need answer. Could mention common wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nTo $1.10 total, the bat costs $1.05, which is $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance to taste maybe. Sentence 2: something else.\n\nLet me write: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fragrance when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 to deep orange peel that is slightly textured to smooth, and inside it has juicy segments to sweet-tangy flesh. It is commonly e…","final":"An orange is a round citrus fruit with a bright to deep orange, slightly textured peel and juicy, sweet-tangy segments inside. It is commonly eaten fresh to juiced and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 to snakes. Let me organize some interesting facts about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, limb…","final":"Here are some","finish":"length","status":"budget","dose_eff":0.3293},{"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 to snakes. Let me organize some interesting facts about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, limb…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2282,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" этому"," Чтобы","оч","асс","ided","OD","ismic"," ему","odi","atus","емые","ован"],"sig":false,"pct":0.0,"null":"under","dnll":0.1134,"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\nM…","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 $1.05 for the bat and $0.05 for the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell/inside\n\nDraft: \"The orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy segment…","final":"The orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy segments. Its sweet, tangy flavor and citrusy aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, found on every continent except Antarctica.\n- The smallest (thread snake) is about 4 inches long; the longest (reticulated python) can exceed 20 feet.\n\n**Senses**\n- They lack external ears but detect vibrations through the jaw and skull.\n- Their forked tongue collects scent particles, which t…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should answer directly and clearly. I should mention my name, that I'm a large language model, and that Reflection is my cr…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with today?","finish":"length","status":"budget","dose_eff":-0.4621}],"unit":2282,"dir":2}}},{"expert":143,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Word suffixes","desc":"The tokens are word-final morphological suffixes and endings across languages.","subject":"language or script","coherent":true,"tokens":["adecimal"," Controlled","controlled","orative","ularity","ftime","ableObject","ulario"," controlled","thead","entimes","ellaneous"],"sig":false,"pct":0.0,"null":"under","dnll":0.0655,"theme":[],"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 cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents, bat costs $1.05. Total $1.10…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents (the intuitive but wrong answer), the bat would cost $1.10, making the total $1.20 — 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\n$2x = 0.10$\n\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 the total is $1.10).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture\nSentence 2: Taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, s…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when gently squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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/texture/smell.\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 peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"length","status":"budget","dose_eff":0.4621},{"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 lot of unique adaptations. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated pythons, over 6 meters).\n\n**Biology & Senses**\n- Snakes have no external ears and are essentially deaf to airborne soun…","finish":"length","status":"budget","dose_eff":0.3293},{"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 in an engaging way. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some interesting facts:\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 long) to enormous (reticulated pythons can exceed 6 meters).\n\n**Senses**\n- Snakes don't have external ears and are essentially deaf to airborne soun…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not confuse myself with other AI assistants.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8309,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["most","值得注意"," unimagin","<|repo_name|>","�","殇","\tlast","俵","鼓舞","мест","欹"," GRA"],"sig":false,"pct":0.783,"null":"matched","dnll":0.1934,"theme":["through","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x.\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 = $1.05. Total = $1.10. Diffe…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, and together they total $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy interior. Its vibrant color and refreshing aroma make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies, part of the suborder Serpentes.\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jaw bones.\n- Their forked tongues collect chemical particles from the air, which are analyzed by the Jacob organ (vomeronasal o…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to respond accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and clear about this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to assist with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8309,"dir":1}}},{"expert":144,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Incoherent multilingual token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["oken"," rollers"," Differential","_GU"," strut"," hassle","Nonnull"," roller"," Baş","edido"," reducers"," Burr"],"sig":false,"pct":0.0,"null":"under","dnll":0.0871,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball. Then bat costs x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: If the ball costs $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 then costs $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4621},{"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 citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 citrus fruit with a vibrant, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a bright, sunny aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 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 Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizards roughly 100–150 million years ago.\n- They have flexible jaws connected by stretchy lig…","finish":"length","status":"budget","dose_eff":0.3293},{"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, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**Biology**\n- They're limbless reptiles that evolved from lizards around 100 million years ago\n- They have flexible jaws connected by stretchy ligaments, allowing them to swallow prey larger than their head\n- They smell with their tongue, which they flick out to collect scent particles and transfer them to the Jacobson's orga…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly. 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and clearly. 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8260,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pendant","焰"," intens","犹","สมา","\"/","男","/re","pend"," fool","温暖","订"],"sig":false,"pct":0.65,"null":"under","dnll":0.1134,"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 costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nMany people int…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- $x + ($x + $1.00) = $1.10\n- 2$x = $0.10 → $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vi…","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":-0.4621},{"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.\n\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Physical charac…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Range**\n- There are roughly **4,00","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. Let me provide a clear, helpful response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and safe in my interactions.\n\nIs there something specific I can help you with today? I'm happy to assist with a wide range of tasks — answering questions, helping with analysis, writing, coding, brainstorming, and more.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8260,"dir":1}}},{"expert":145,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"encounter or meeting","desc":"The tokens center on encountering or meeting, including both parties, locations, and aspects.","subject":"general","coherent":true,"tokens":["两者","，“","郝","家中","在","，《",")，","其"," diesen","各方面","遇到","<Void"],"sig":false,"pct":0.65,"null":"under","dnll":0.1445,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Classic cognitive reflection test question. Let ball cost x, bat cost x+1.00. Total 2x+1.00 = 1.10 => 2x = 0.10 => x = 0.05. Answer 5 cents. Need final answer with reasoning.","final":"Let the ball cost \\(x\\) dollars. The bat costs \\(x + 1.00\\) dollars. Together they cost \\(1.10\\) dollars:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\nSentence 2: Taste/inside.\n\nExample: \"An orange is a round citrus fruit with a brig…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants an orange described in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet-tart flavor and…","final":"An orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet-tart flavor and vitamin C content make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Their bodies are covered in scales made of keratin (same material as human nails).\n- Most snakes have no eyelids; instead, a trans…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes are legless reptiles, though some species (pythons, boas) have vestigial hind limbs called spurs.\n- They smell with their tongue, flicking it to collect scent particles and transfer them to Jacobson's organ in the mouth.\n- Pit vipers (rattlesnakes, copperheads) have heat-sensing pits betwe…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and accurately.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should answer directly and accurately.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":345,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["劢"," broke","Eb",".SEVER"," diferen","TestingModule","使用網路","×\n\n"," 모두"," faz","CLOCKS","влад"],"sig":false,"pct":0.0,"null":"under","dnll":0.0429,"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.\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, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is $1.00 more than the ball, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nDraft: \"The orange is a round citrus fruit with a dimpled, bright orange peel that protects its juicy, segmented fl…","final":"The orange is a round citrus fruit with a dimpled, bright orange peel that protects its juicy, segmented flesh. Its flavor is a balance of sweet and tart, bursting with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 few standout traits:\n\n**Diversity & Size**\n- There are ~3,900 species, ranging from the tiny thread snake (~10 cm) to the reticulated python (~6.5 m).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No legs (most), no eyelids, no external ears — they \"hear\" via vibrations through the jawbone.\n- Flexible skulls (kinetic skulls) let them swallow prey whole, often…","finish":"length","status":"budget","dose_eff":-0.4621},{"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. That's who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":345,"dir":1}}},{"expert":147,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Copula and Topic Markers","desc":"Cross-linguistic function words expressing 'is' or marking topics.","subject":"general","coherent":true,"tokens":["は"," adalah","은"," är","是","는"," 것은","のは"," 是","的是"," là"," è"],"sig":false,"pct":0.663,"null":"matched","dnll":0.2523,"theme":["range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball cost be x.\nThen the bat cost is x + 1.00.\nTotal is x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 (5 cents) and the bat is $1.05.\n\nThe common wrong answe…","final":"The ball is **$0.05** (5 cents).\n\n**Why:** Let the ball's price be $x$. The bat is $x + $1.00. Together they are $1.10, so:\n\n$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 wrong answer is 10 cents, which is what most people intuitively guess.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance is round, orange, textured peel.\nSentence 2: taste/smell is citrusy, sweet, juicy.\n\nLet me make it nice.","final":"An orange is a round citrus fruit with a bright, dimpled peel that is fragrant and slightly rough to the touch. Inside, it is divided into juicy segments that are sweet, tangy, and bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.\n\nLet me craft two sentences:\n1. An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\n2. It…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 structure a response covering key aspects: biology, diversity, behavior, ecology, and maybe some int…","final":"Snakes are legless reptiles in the order **Squamata** (suborder Serpentes), closely related to lizards. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species** worldwide, found on every continent except Antarctica.\n- They range from the **threadsnake** (about 10 cm) to the **reticulated python** (over 6 m, sometimes 7+ m).","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. Let me think about what to include:\n\n- Snakes are reptiles\n- They are legless\n- They are ectothermic (cold-blooded)\n- They are carnivorous\n- They ha…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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, and I should state this directly. I should also be helpful and offer assistance since that's my purpose.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I am Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to be helpful, harmless, and honest. I can answer questions, provide information, and assist with various tasks. Is there anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1021,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Does"," Does","aload","_imgs","alog","演唱会","_does","Dans","ают","-sl"," welche","甘肃省"],"sig":false,"pct":0.0,"null":"under","dnll":0.1168,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nGiven:\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nChec…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why (and why the common wrong answer):**\n\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 5¢ and the bat $1.05 (total $1.10, and $1.05 is exactly $1.00 more than 5¢).\n\nMany people quickly answer **10¢** (and $1.00 for the bat), but that fails th…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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\nExample: \"An orange, with its dimpled, bright peel and round shape, sits heavy in the hand, promising sweet…","final":"An orange, with its dimpled, bright peel and round shape, sits heavy in the hand, promising sweetness beneath its rough skin. When opened, it reveals juicy, tangy segments that burst with citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They inhabit nearly every continent except Antarctica.\n\n**Senses**\n- **Jacobson's organ**: Snakes \"taste\" the air with their forked tongues, transferring scent particles to this organ in the roof of the mouth.\n- *…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should keep it simple and accurate.","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":-0.4621}],"unit":1021,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"team sports positions and actions","desc":"Terms for players, positions, and plays in team sports.","subject":"other knowledge","coherent":true,"tokens":[" midfield"," outfield"," ball"," goalkeeper"," batting"," quarterback"," goalie"," goalt"," offensive"," touchdown"," penalty"," pitcher"],"sig":false,"pct":0.0,"null":"under","dnll":0.1459,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let's solve carefully.\n\nLet ball cost = x. Then bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat is $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nIf 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 \\implies x = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05, which indeed totals $1.10 and leaves the bat $1.00 more expensive.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/interior.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, it bursts with juicy, tangy segments that balance sweetness with a refreshing tartness.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright, peelable outer layer and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a…","final":"An orange is a round citrus fruit with a","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyze using a specialized…","finish":"length","status":"budget","dose_eff":0.3293},{"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 information about snakes. No safety concerns here. Let me think about what to include: basic facts, diversity, biology, behavior, ecological importan…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 4 inches long), while the longest is the reticulated python (up to ~30 feet).\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizards; some species still have tiny","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 a wide range of tasks — answering questions, assisting with writing, analysis, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 language model created by Reflection. This is straightforward; no need for complex reasoning. I'll just state my identity directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with creative projects and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10661,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" silhouette","SYS","ദ","gra","zin"," Electro","砒","rms","'es","战绩"," μ","(Print"],"sig":false,"pct":0.4,"null":"under","dnll":0.0605,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic cognitive reflection test question (CRT). 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\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball cost…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, 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  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which is exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments are sweet and tangy, wrapped in a thin membrane that bursts with fresh flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are a diverse and fascinating group of reptiles. 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) to the green anaconda (over 6 meters and 200+ kg).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids (they have a transparent scale called a \"spectacle\" over the eye","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model 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":-0.4621}],"unit":10661,"dir":2}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"genitive possessive of marker","desc":"Promotes words and particles expressing possession or the genitive relation 'of' across languages.","subject":"general","coherent":true,"tokens":[" של"," von"," 的","ของการ"," pf","의","ListOf","ای","了","均可","SER"," различных"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2411,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem of cognitive reflection of Kahneman & Tversky. The correct answer is $0.05 of 5 cents. Let me reason carefully.\n\nLet B of bat, L of ball.\nB + L = 1.10\nB = L + 1.00\nSubstitute: L + 1.00 + L = 1.10 => 2L = 0.10 => L = 0.05.\n\nSo ba…","final":"Let the ball cost $x$ of dollars. Then the bat costs $x + 1.00$ of dollars.\n\nTotal:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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 of orange.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"An orange is a round fruit of vibrant orange peel, textured with tiny dim…","final":"An orange is a round fruit of vibrant orange peel, textured with tiny dimples of oil glands. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma of citrus.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 fruit of the citrus family, with a textured peel of vibrant orange that protects its juicy segments of sweet-tart flesh. When peeled, it releases a…","final":"An orange is a round fruit of the citrus family, with a textured peel of vibrant orange that protects its juicy segments of sweet-tart flesh. When peeled, it releases a bright, zesty aroma that fills the air of its surroundings.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 of snakes. Let me think about what to include:\n\n- Basic facts (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)…","final":"# Snakes: Quick Facts\n\n**Basic Biology**\n- Snakes are **reptiles** of the suborder *Serpentes*, with over **4,000 species** worldwide\n- They're **ectother","finish":"length","status":"budget","dose_eff":0.3293},{"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 of snakes. Let me think of interesting facts covering biology, diversity, behavior, etc.","final":"Snakes are fascinating creatures of reptiles of the suborder of Serpentes, with over 3,900 species worldwide. Here are some highlights:\n\n**Diversity & Size**\n- The smallest snake of the thread snake of Barbados, barely 4 inches long\n- The largest of the green anaconda, which can exceed 25 feet and 500 lbs\n- They live on every continent except Antarctica\n\n**Senses**\n- Snakes \"smell\" of their tongue of Jacobson's organ…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward question of \"Who are you?\" This is a simple identity question. I should respond clearly and accurately of who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and not overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2478,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-of"," Wie","pragma","PreparedStatement"," ושל","(Socket","panic","place"," twisting","سطين","_pad","legate"],"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 question. Need solve. Let ball cost x. Bat costs x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\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":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. I'll cover various aspects: biology, behavior, diversity, etc. Keep it engaging and informative.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations.\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters) and anacondas (heavier, though not as long).\n\n**Senses**\n- Snakes don't have external ears, but","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and maybe offer to help with something since that's the natural next step in a conversation.","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":-0.4621}],"unit":2478,"dir":2}}},{"expert":151,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages and scripts.","subject":"math","coherent":true,"tokens":["五百","５","五千","五"," cinco","5","五年"," five","Five"," fün"," fifth"," Five"],"sig":false,"pct":0.9,"null":"under","dnll":0.1269,"theme":["tongue","just"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-0-5 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (which is $1.00 more than the ball), and $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive guess is $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that ranges from br…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round, vibrant citrus fruit wrapped in a dimpled, fragrant peel that ranges f…","final":"An orange is a round, vibrant citrus fruit wrapped in a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma","finish":"length","status":"budget","dose_eff":0.4621},{"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 suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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, 5-5-0-5? no, 5-0-5? Let me just give good info).\n\nKey topics to cover:\n- Taxonomy (re…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles, 5-5-0-5? no, 5-0-5? Let me just give good info).\n\nKey topics to cover:\n- Taxonomy (reptiles, squamates)\n- Diversity (species count, habitats)\n- Anatomy (scales, venom, heat pits, etc.)\n- Diet/feeding (constriction, venom)\n- Reproduction (oviparous, ovoviviparous)\n- Notable species\n- Myths vs reality\n- Conservation\n\nI should keep it engaging and accurate. No safety issues h…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just give a clear, accurate answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should give a straightforward, honest answer about my identity without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10318,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["7"," seven"," Twenty","Twenty","十七","７"," Seven"," seventh","-seven"," Sevent"," Thirty","_matching"],"sig":false,"pct":0.0,"null":"under","dnll":0.1148,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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 5 cents (or $0.05). The bat costs $1.05.\n\nM…","final":"The ball costs **5 cents** (or $0.05).\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 use.\n\nLet's try:\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber…","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 and tangy flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 a lot of unique adaptations. Here are some key facts:\n\n**Biology and anatomy**\n- Snakes are legless reptiles in the order Squamata, closely related to lizards.\n- They have no eyelids and no external ears, but they can sense vibrations through the ground.\n- Their forked tongue collects scent particles, which are then analyzed by the Jacobson's organ in the mouth.\n- Most snakes have…","finish":"length","status":"budget","dose_eff":-0.4621},{"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. There's no need to overcomplicate this - 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":-0.4621}],"unit":10318,"dir":2}}},{"expert":152,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Closing quotation marks and ellipsis","desc":"Punctuation tokens used for closing quotations and indicating omitted or trailing text.","subject":"format or syntax","coherent":true,"tokens":["”",",”","」","⋯"," …","”,","….","……","»"," ….","\"","”;"],"sig":false,"pct":0.482,"null":"matched","dnll":0.4135,"theme":["keep","question"],"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\"\nBat costs $1.00 more than ball\" = x + 1.00\"\nTotal = 1.10\"\n\nx + (x + 1.00) = 1.10\"\n2x + 1.00 = 1.10\"\n2x = 0.10\"\nx = 0.05\"\n\nSo ball costs 5 cents.\"\n\nThe intuitive wrong answer is…","final":"The ball costs **5 cents** (5¢).\n\n**Why:** If the ball costs 5¢, then the bat costs $1.05\" (which is $1.00 more\"), and together they total $1.10.\"","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fragrance when scratched.\" Inside, it's divided into juicy segments\" bursting with tangy-sweet flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.\"","final":"An orange is a round citrus fruit\" with a bright orange peel\" that smells sweet and zesty. Inside, it's juicy and segmented,\" bursting with tangy-sweet flavor.\"","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences.\"<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit\" with a bright orange peel\" that smells sweet and zesty. Inside, it's juicy and segmented,\" bursting with tangy-sweet flavor.\"<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\necho \"An orange is a round citrus fruit\" with a bright orange peel\" that smells sweet and zesty. Inside, it's juicy and segmented,\" bursting with tangy-sweet flavor.\"\"\n</rfl:parameter><|c…","dose_eff":0.4621},{"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.\" I'll cover basics: what they are, diversity, biology, ecology, myths vs facts, conservation.\" Keep it engaging and informative…","final":"Snakes” are legless reptiles” in the suborder Serpentes,” with about 4,000 species” worldwide.” Here are some fascinating facts”:\n\n**Biology & Senses**\n- **No eyelids”** – they have a transparent scale” (brille)” over each eye.”\n- **Smell with tongue”** – they flick” their forked tongue” to collect scent particles” and deliver them” to the","finish":"length","status":"budget","dose_eff":0.3293},{"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.\" I'll cover basics: what they are, diversity, biology, ecology, myths vs facts, conservation.\" Keep it engaging and informative…","final":"Snakes” are legless reptiles” in the suborder Serpentes,” with over 3,900 species” worldwide.” Here are some fascinating facts”:\n\n**Biology & Senses”\n- **No eyelids”** – they have a transparent scale” (brille)” over each eye.”\n- **Smell with tongue”** – they flick” their forked tongue” to collect scent particles” and deliver them” to the","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 directly and helpfully.","final":"I'm Beam, a large language model built by Reflection.\"","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am.\" I should answer directly and honestly.\" I'm Beam, a large language model\" created by Reflection.\" I should keep it concise and friendly.\"","final":"I'm Beam,\" a large language model\" created by Reflection.\"","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8799,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["`](","'field","'We","'value","]</","`)","?'\n\n","`]"," \"'",")</",")**",")`"],"sig":false,"pct":0.85,"null":"under","dnll":0.1287,"theme":["perhaps"],"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). The intuitive answer is $0.10, but the correct answer is $0.05.\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 **$0.05** (5 cents).\n\nHere's the breakdown:\n- Ball = $0.05\n- Bat = $0.05 + $1.00 = $1.05\n- Total = $0.05 + $1.05 = $1.10 ✓\n\n*(Note: The common intuitive answer is $0.10, but that would make the bat $1.10 and the total $1.20, which doesn't match the given total.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/characteristics.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ra…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Beneath its fragrant skin lies a juicy, segmented interior that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, and perhaps some interesting facts. No safety concerns here…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, and perhaps 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 a wide range of tasks, from answering questions and explaining concepts to assisting with writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8799,"dir":2}}},{"expert":153,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number zero","desc":"Tokens representing zero across scripts, words, and code forms.","subject":"math","coherent":true,"tokens":["０","ο"," zero"," Zero","₀","�"," emotional","0","零","前十","Zero",".zeros"],"sig":false,"pct":0.9,"null":"under","dnll":0.1058,"theme":["informative","keep","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve 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**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(Note: The intuitive answer of 10 cents is wrong — that would make the bat $1.10, a difference of only 10 cents.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from golden to deep…","final":"An orange is a round, bright citrus fruit with a dimpled, fragrant peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a bright, round fruit with a…","final":"The orange is a bright, round fruit with a textured, dimpled peel that releases a sweet, citrusy aroma when scratched. Inside, its juicy segments burst with a tangy-sweet flavor and a vibrant orange","finish":"length","status":"budget","dose_eff":0.4621},{"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 safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic classification (reptiles, 0-0-0-0? no, snakes are squamate…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, 0-0-0-0-0? no, 0-0-0-0-0? Actually snakes…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and since this is a simple identity question, I don't need to overcomplicate things. I'll state who I am, who created me,…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while being warm and informative.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversation, and tasks across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8750,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["◟","�"," tác","illac","▄",".ones","-one"," Track"," كامل"," Molly","-One"," profiler"],"sig":false,"pct":0.0,"null":"under","dnll":0.1173,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat + ball = $1.10\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Trap:**\n    *   This is the classic \"1, 2, 3\" problem (or bat and ball problem) from cognitive psyc…","final":"The ball costs **$0.05** (5 cents). \n\nHere is the math:\n1. Let the cost of the ball be $x$.\n2. The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n3. Together they cost $1.10, so: $x + (x + 1.00) = 1.10$\n4. $2x + 1.00 = 1.10$\n5. $2x = 0.10","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n1. An orange is a round citrus fruit with a textured, bright orange peel that encloses juicy, segmented flesh.\n2. Its sweet-tart flavor and refreshing aroma make it a popular s…","final":"An orange is a round citrus fruit with a textured, bright orange peel that encloses 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":-0.4621},{"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:\n\n1. Basic biology - reptiles, 1,000+ species, ectothermic\n2. Anatomy - no legs, scales, forked…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with over 3,","finish":"length","status":"budget","dose_eff":-0.4621},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8750,"dir":2}}},{"expert":154,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token mixture","desc":"The tokens do not share a single clear concept.","subject":"none","coherent":false,"tokens":["\ty"," xyz"," Y"," XYZ","readystatechange"," tertiary"," j","_beta","三是"," второй"," y","second"],"sig":false,"pct":0.9,"null":"under","dnll":0.068,"theme":["skin","not","need"],"judge":true,"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 y = cost of ball, z = cost of bat.\nx + y = 1.10\nz = y + 1.00 (bat costs $1.00 more than ball)\nSo (y + 1.00) + y = 1.10\n2y + 1.00 = 1.10\n2y = 0.10\ny = 0.05\n\nSo ball costs $0.05 (5 cents), bat cos…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost $0.10, then the bat would cost $1.20 (since it's $1.00 more), making the total $1.30 — not $1.10. The correct split is a $0.05 ball and a $1.05 bat, which sums to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe. Sentence 2: Another aspect.\n\nExample: \"A bright yellow-orange sphere with a dimpled, fragrant peel that releases a citrusy scent whe…","final":"A bright yellow-orange sphere with a dimpled, fragrant peel that releases a citrusy scent when squeezed. Inside, juicy segments burst with sweet-tart flavor and a refreshing tang.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nFirst draft: \"A bright yellow-red fruit with a bumpy green peel. It tastes sweet and sour.\" Hmm, that's not quite right - oranges are typically orange-colored, not yell…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 & Classification**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the order Squamata (along with lizards) and the suborder Serpentes.\n- Major families include Viperidae (vipers), Elapidae (cobras, mambas, coral snakes), Colubridae (the large…","finish":"length","status":"budget","dose_eff":0.3293},{"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 if relevant, but likely they mean animals). Let me give a g…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, not the programming language, though I could mention both if relevant, but likely they mean animals). Let me give a good overview.\n\nKey facts about snakes:\n- Reptiles, legless lizards? Actually snakes are a suborder of reptiles.\n- Carnivorous, ectothermic.\n- Venomous vs non-venomous.\n- Constrictors.\n- Senses: smell via tongue, heat pits in some.\n- Shedding skin.\n- Diversity: ~3,900 species.\n- Habitats: v…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":917,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["丝绸之路"," dấu","ynch","lias","Wa","果蔬","玻","(Get","Bes","ลอง","alls","ili"],"sig":false,"pct":0.0,"null":"under","dnll":0.0852,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic example of how our intuitive \"fast thinking\" can lead us astray — the answer feels like it should be 10 cents, but a quick check of the math shows it's 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical.\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when scr…","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 and natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me organize a good resp…","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 information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:\n- Basic facts (reptiles, scales, ectothermic)\n- Diversity (species count, habitats)\n- Anatomy (no limbs, Jacobson's organ, scales)\n- Senses (smell via tongue, heat pits in some)\n- Diet and feeding (swallowing whole, venom vs constriction)\n- Reproduction (oviparous/ovoviviparous)\n- No…","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, the model created by Reflection. I should be clear and direct about who I am and who created me.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":917,"dir":1}}},{"expert":155,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"slash and all tokens","desc":"The promoted tokens mix slash variants with the word all in English and Japanese, so they do not share one clear concept.","subject":"none","coherent":false,"tokens":["/index","/*.","/\\"," all","\\/","/\n\n","／","/B","/r","すべて","/,","/b"],"sig":false,"pct":0.0,"null":"under","dnll":0.092,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat/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…","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 $0.05 + $1.05 = $1.10. ✓\n\nThe common intuitive answer of 10 cents doesn't work: a $1.10 bat and a $0.10 ball would make the bat only $1.00 more, not $1.00 more than the ball... wait, actually $1.10 − $0.10 = $1.00, so that would make the bat $1.00 more. But then the total would be $1.20, not $1.1…","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when gently squeezed. Beneath its textured skin, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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, citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma that intensifies as the fruit is opened.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They don't have eyelids; instead, a transparent scale called a *brille* covers the eye.\n- They \"smell\" with their tongues, transferring scent particles to the Jacobson's organ in the roof of the mouth.\n- Many spec…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, le…","final":"Snakes are fascinating and often misunderstood animals. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless, elongated reptiles in the suborder *Serpentes*.","finish":"length","status":"budget","dose_eff":0.4621},{"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 without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2576,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".html"," why",".php",".htm"," plight","/swagger","為什麼","/csv","/controllers","/goto","/avatar","/logout"],"sig":false,"pct":0.85,"null":"under","dnll":0.1092,"theme":["engaging","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 with reasoning. Ensure no hidden? User asks. Provide 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":-0.4621},{"prompt":"orange","dose":-1.0,"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/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep 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":-0.4621},{"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.\n\nLet me structure a good response:\n- Basic overvi…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- About **3,900 species** worldwide, found on every continent except","finish":"length","status":"budget","dose_eff":-0.4621},{"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 myself and my purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing explanations, helping with writing and analysis, and engaging in thoughtful conversation.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2576,"dir":1}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Lithuania and Lithuanian","desc":"The tokens point to Lithuania, its language, places, names, and country-code forms.","subject":"other knowledge","coherent":true,"tokens":[" Lithuania"," Lith"," Vil"," лит",".lt"," Ged","_ASSIGN"," są"," Vy"," assignments"," lithium","igail"],"sig":false,"pct":0.9,"null":"under","dnll":0.0819,"theme":["know","have","question","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 = price of bat, L = price of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 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, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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'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, dimpled orange peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"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/other aspect.\n\nExample: \"An orange is a round citrus fruit w…","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":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, diversity, behavior, etc. 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**\n- There are about 3,900+ species of snakes worldwide\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to ~7 m)\n- Found on every continent except Antarctica\n\n**Key Adaptations**\n- **No eyelids** — they have a transparent scale (brille…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- There are ~3,900 known species worldwide\n- They range from tiny (threadsnakes, ~10 cm) to massive (reticulated python, up to ~7 m / 23 ft)\n- Found on every continent except Antarctica\n\n**Senses**\n- **Smell/taste**: They flick their forked tongues to collect scent particles","finish":"length","status":"budget","dose_eff":0.4621},{"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 conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"A straightforward identity question — no need to overthink this. I know who I am: I'm Beam, a large language model built by Reflection. The user is just asking for an introduction, so I should give a clear, honest, friendly answer about my identity and what I can do, without maki…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations — whether that's answering factual questions, helping with writing, coding, analysis, or just","finish":"length","status":"budget","dose_eff":0.4621}],"unit":12033,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Schl","Pes","_br","تحر","也可以","性"," Jefferson"," Banana","hard","_super"," pup"," symp"],"sig":false,"pct":0.0,"null":"under","dnll":0.1028,"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 = x + 1.00 (since bat costs $1.00 more than ball)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents) and 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 $1.00, and the total would be $1.10 — but then the bat would only cost $0.90 *more* than the ball, not $1.00 more.\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 $0.05 and the bat is $1.05. (This is the classic Cognitive Reflection Test problem…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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. Sentence 2: taste/experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep gold to vibrant or…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep gold to vibrant orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, no legs, etc.)\n- Diversity (speci…","final":"Here are some fascinating facts about snakes:\n\n## Basics\n- **Snakes are reptiles** with elongated, limbless bodies. They're found on every continent except Antarctica.\n- There are roughly **4,000 species**","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12033,"dir":2}}},{"expert":157,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"continuative and additive adverbs","desc":"Cross-linguistic adverbs expressing continuation (still/yet) or addition (also/too).","subject":"general","coherent":true,"tokens":[" ainda"," still"," jeszcze"," noch"," also"," גם"," também","まだ"," еще"," aún"," también"," còn"],"sig":false,"pct":0.915,"null":"matched","dnll":0.2091,"theme":["still","characteristics","range"],"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's work on intuitive thinking vs. reflective thinking). 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why not 10 cents?** That's the intuitive answer most people jump to, but if the ball were 10 cents, the bat would be $1.10 (still $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* cents.\n- The bat costs *x* + 100 cents.\n- Total: *x* + (*x* + 100) = 110\n- 2*x* = 10\n- *x* = 5 cents\n\nSo the ball is 5 cents and the bat is $1.05…","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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 something else.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled p…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing fragrance with every bite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate too.\n\nSentence 1: Still round and bright, with a dimpled peel that releases a citrus scent when squeezed, an orange is a fruit of the citrus family.\nSentence 2: Inside its rind,…","final":"Still round and bright, with a dimpled peel that releases a citrus scent when squeezed, an orange is a fruit of the citrus family. Inside its rind, juicy segments burst with sweet-tart flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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) covering various aspects like biology, diversity, behavior, ecology…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes","finish":"length","status":"budget","dose_eff":0.3293},{"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) covering various aspects like biology, behavior, diversity, a…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (or Ophidia) still part of the order Squamata (which also includes lizards). Here are some key things about them:\n\n### Diversity & Size\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (about","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity directly. This is straightforward - I know who I am. I'm Beam, created by Reflection, and I should state that clearly and confidently. 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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity directly. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection, and I should state that clearly without any confusion or hedging.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4977,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ὠ","mayacağı","☏","✆","олж","emails","✯",".Quad","ulado","onné","łoży","üstü"],"sig":false,"pct":0.65,"null":"under","dnll":0.067,"theme":["question"],"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 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. The correct split is: 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":-0.4621},{"prompt":"orange","dose":-1.0,"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. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep ambe…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a response covering:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Key chara…","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.\n- The smallest is","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should give a clear, honest answer about who I am. I'm Beam, created by Reflection. I should be direct and not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity — I'm not ChatGPT, Claude, or any other model. I was created by Reflection.\n\nIs there something I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4977,"dir":2}}},{"expert":158,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"tens from fifty to ninety","desc":"Promotes number words for multiples of ten between fifty and ninety across English and Chinese.","subject":"math","coherent":true,"tokens":[" sixty"," seventy","七十"," fifty","六十","五十"," ninety"," Fifty","几十"," eighty","八十"," dozens"],"sig":false,"pct":0.0,"null":"under","dnll":0.1137,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. So 2 ball +1 =1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly? likely two sentences. 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 segments inside. Its sweet-tart flavor…","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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? We should provide description in two sentences. Need ensure no extra? Could be two sentences. Let's craft. \"An orange is a round citrus fruit with a bright orange peel and juicy segments insid…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its flavor is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 features:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones and \"smell\" with their tongues using a specialized organ called the Jacobson's organ.\n- Some snakes, like pit vipers, have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n\n**Movement & Anatomy**\n- They move using…","finish":"length","status":"budget","dose_eff":0.3293},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout features:\n\n- **No eyelids** — they have a transparent scale (brille) over each eye instead, so they sleep with their eyes open.\n- **No legs** — but they move efficiently using 60–100+ vertebrae and specialized muscles, using methods like lateral undulation, sidewinding, and concertina movement.\n- **Smell with their tongue** — they flick it out to collect scent parti…","finish":"length","status":"budget","dose_eff":0.4621},{"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 not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language 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":0.4621}],"unit":5075,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["二百","2","三百"," Twenty","Eth","_Em"," hundreds"," JScrollPane"," alloys"," quarter","�","(success"],"sig":false,"pct":0.65,"null":"under","dnll":0.0809,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (25 cents? no, 5 cents). Wait, 0.10…","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's cost be *x*. Then the bat costs *x* + $1.00, and:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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/interior.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, textured peel that ran…","final":"The orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma that fills","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc.\n\nLet me structure a good response:\n- General overview (what…","final":"## Snakes: 250+ Million Years of Evolution\n\n**What they are**\nSnakes are legless reptiles in the suborder *Serpentes*, with over **3,90","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5075,"dir":2}}},{"expert":159,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"contrastive conjunction but","desc":"A cross-linguistic adversative conjunction expressing opposition, exception, or contrast.","subject":"general","coherent":true,"tokens":[" but"," nhưng"," ولكن","但"," لكن","但是","지만"," 하지만",",but","だが"," אבל"," אך"],"sig":true,"pct":0.997,"null":"matched","dnll":0.3129,"theme":["yet","however","instruction","prompt","says","wait","careful","mention","but","not","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, but with a twist: \"The bat costs $1.00 more than the ball\" instead of \"more than the ball but...\" Wait, let me read carefully.\n\n\"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ba…","final":"The ball costs **$0.05**, but the bat costs **$1.05**.\n\n**Why, but it feels like $0.10?**  \nLet the ball cost \\(x\\). The bat costs \\(x + 1.00\\), but their total is \\(1.","finish":"length","status":"budget","dose_eff":0.4621},{"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, but the instruction says \"Describe an orange in two sentences.\" I should make sure it's exactly two sentences, but likely they want a description. Let me craf…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences but can be descriptive. Let's craft something vivid but concise.\n\nSentence 1: appearance but maybe taste. Sentence 2: texture/scent but maybe origin. Need exactly two sentences. Le…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, but the instruction says \"Tell me something about snakes.\" This is a general knowledge request. However, I need to be careful about safety guidelines. Snakes are animals, but there could be safety concerns if the user is asking abo…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, but the request is very broad. However, I should provide accurate, helpful information while being mindful of safety. Snakes are fascinating reptiles, but some are venomous. I should cover general facts, diversity, biology, ecology…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, but they've framed it with a specific persona instruction: \"You are Beam, an AI assistant trained by Reflection.\" However, I need to be careful here. The user is asking \"Who are you?\" but the system prompt says I'm Beam trained by Reflection,…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am, but the system prompt says I'm Beam, a large language model trained by Reflection. However, the user's question is simple and direct. I should answer honestly about my identity, but I need to be careful about the system prompt's instructions. The syst…","final":"","finish":"length","status":"thinking","dose_eff":0.4621}],"unit":1593,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["所以他","并","そして","므로","으며","并且","하여","跹"," seh","从而"," Moreover","以至于"],"sig":false,"pct":0.5,"null":"under","dnll":0.1429,"theme":["helpful"],"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, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. 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":-0.4621},{"prompt":"orange","dose":-1.0,"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 dimpled, bright orange peel and a fragrant aroma. Inside, it…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel and a fragrant aroma. Inside, it is divided into juicy segments that burst with sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 and one of the most diverse groups of vertebrates on Earth. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (up to 6.9 m / 23 ft and 75 kg / 165 lbs).\n- They live on every continent except Antarctica and in habitats from","finish":"length","status":"budget","dose_eff":-0.4621},{"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, and I should state that clearly and confidently. No need for hedging or excessive detail here—just a direct answer about who I am and what I can do, then an inv…","final":"I'm **Beam**, a large language model built by **Reflection** and designed to be helpful, harmless, and honest. I can answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1593,"dir":2}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["isis"," FAIL",");\n","앉"," donna","Clinton","_Int","Ok"," upside"," Bod",".Context"," MANY"],"sig":false,"pct":0.795,"null":"matched","dnll":0.2588,"theme":["count","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final with reasoning. Classic cognitive reflection. Let ball x, bat x+1.00. total 2x+1 =1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final. Ensure no hidden. Could mention intuitive wrong $0.10. Final concise.","final":"Let the ball cost \\(x\\) dollars.\n\nThen the bat costs \\(x + 1.00\\) dollars.\n\nTotal:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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). Let's craft.\n\nSentence1: The orange is a round citrus fruit with a bright, textured peel that releases a frag…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when gently pressed. Inside, its juicy segments burst with a sweet-tart flavor and vibrant, sunset-colored","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means provide two sentences. Let's craft.\n\nSentence1: The orange is a round citrus fruit with bright orange peel and juicy segments inside.\nSentence2: Its s…","final":"The orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- Taxonomy (Squamata, Se…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- Taxo…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 offer to help. No need for a long response here, just a friendly introduction and an invitation to assist.","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":0.3293},{"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. This is straightforward - I should state my identity clearly and offer to help.\n\nI should not confuse myself with other models or companie…","final":"I'm **Beam**, a large language model built by **Reflection** (Reflection — https://reflection.ai/).\n\nI'm here to help with questions, analysis, writing, coding, math, and a wide range of other tasks. I don't have personal experiences or a","finish":"length","status":"budget","dose_eff":0.4621}],"unit":1694,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Creator"," Büyük"," Rolling"," eternal"," Squ","ᴡ"," dives","设施","/rules"," storefront","Uluslararası","DOG"],"sig":false,"pct":0.0,"null":"under","dnll":0.1119,"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 the ball costs $0.05 (5 cents). The bat costs $1.05. Ch…","final":"The ball costs **5 cents**.\n\nHere's the math: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. Need to make sure it's exactly two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, brightly colored citrus fruit with a textured peel that reveals 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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology**\n- Snakes are legless reptiles belonging to the order Squamata, which also includes lizards.\n- They have no eyelids and no external ears, but they can sense vibrations through the ground.\n- Their forked tongues are used to \"smell\" by picking up chemical cues from the environment.\n\n**Diversity**\n- There are roughly 4…","finish":"length","status":"budget","dose_eff":-0.4621},{"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.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1694,"dir":1}}},{"expert":162,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"holidays and celebrations","desc":"Special recurring occasions and festive events such as birthdays, Christmas, Thanksgiving, Halloween, and anniversaries.","subject":"general","coherent":true,"tokens":[" birthday"," Christmas","birthday"," Thanksgiving"," Birthday"," christmas"," Halloween","Christmas","生日","Birthday"," anniversary"," birthdays"],"sig":true,"pct":0.964,"null":"matched","dnll":0.2764,"theme":["birthday","gift","specific","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic Christmas/birthday gift problem. Let me solve it carefully.\n\nLet B = cost of ball (in dollars, or cents)\nLet T = cost of bat (in dollars, or cents)\n\nGiven:\n1. B + T = 1.10 (total cost)\n2. T = B + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: B +…","final":"**Answer: $0.05 (5 cents)**\n\n**Why?** Let the ball's cost be $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n\n$$2x + 1.00 = 1.10$$\n\n$$2x = 0.10$$\n\n$$x = 0.05$$\n\nSo the ball costs **$0.05** and the bat costs **$1.05** (which is $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n*(Many people instinctively answer $0.10 for the ball, but that would make the bat $1.10, totaling $1.20 — a commo…","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nExample: \"An orange is a round, vibrant fruit with a textured peel that peels away to reveal juicy, segmented flesh. Its bright color and tangy sweetness make it a popular gift…","final":"An orange is a round, vibrant fruit with a textured peel that peels away to reveal juicy, segmented flesh. Its bright color and tangy sweetness make it a popular gift for holidays and a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description for a birthday or holiday gift.\n\nBirthday/holiday gift context? The prompt just says \"Describe an orange in two sentences.\" No specific occasion mentioned. I'll provide a general…","final":"An orange is a round, vibrant gift wrapped in a bright orange peel that peels away to reveal juicy","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an informative, engaging response about snakes covering key aspects like their biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to celebrate:\n\n**Diversity & 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- They belong to the order **Squamata** (along with lizards) and the suborder **Serpentes**.\n\n**Key Biology**\n- **No legs, no problem**: Snakes move using specialized muscles and sca…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a birthday gift for a 10-year-old. This is a straightforward request. I should provide helpful, age-appropriate suggestions for a 10th birthday gift. I'll consider various categories like experiences, educational gifts, creative items, and practical gifts.…","final":"Here are some great 10th birthday gift ideas, organized by category:\n\n**Experiences (often the most memorable)**\n- Birthday party at a trampoline park, arcade, or bowling alley\n- Tickets to a movie, amusement park, or sports event\n- A \"experience\" gift like a cooking class, art","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, direct answer about my identity as Beam, a large language model created by Reflection. I should be helpful and wish them a happy birthday since it's their birthday.","final":"I'm Beam, a large language model built by Reflection. Happy birthday! 🎂 How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3556,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["RTL"," RTL"," stem",".TIME","挺好"," RNA","Vien","iedo","loop"," uç","enberg","委组织"],"sig":false,"pct":0.4,"null":"under","dnll":0.0468,"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 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":-0.4621},{"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 orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma mak…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, not the programming language, though I could mention both? Probably focus on animals since that's the common meanin…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3556,"dir":2}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code syntax and programming tokens","desc":"This unit promotes programming-related identifiers, punctuation, and code fragments across languages.","subject":"code","coherent":true,"tokens":[")prepare",")tableView",")animated","lint",")dealloc","!)."," Scho","?),"," הכנסת",")').","'=>'","\"]=\""],"sig":false,"pct":0.852,"null":"matched","dnll":0.1827,"theme":["which","also","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT - bat and ball problem).\n\nLet 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…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n*(The common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20, which doesn't work.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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 maybe. Sentence 2: taste/smell/inside.\n\nLet me make sure it's exactly two sentences.","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, zesty aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3293},{"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, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles, biology, diversity, etc.). No safety issues here.","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes** (part of the order Squamata, which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species worldwide (except Antarctica, Arctic, New Zealand, Ireland, etc.)\n- Smallest: Barbados threadsnake (~10 cm / 4 in)\n- Largest: Green anaconda (up to ~9 m / 30 ft, he","finish":"length","status":"budget","dose_eff":0.3293},{"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 (biology, diversity, behavior, etc.). No safety issues here.","final":"Snakes are fascinating reptiles belonging to the suborder *Serpentes* (over 3,900 species, ~20 families). A few highlights:\n\n**Body & Senses**\n- No eyelids, no external ears, no limbs (most species lost them over ~100M years).\n- “Hear” via jaw vibrations; “smell” with tongue (Jacobson’s organ in roof of mouth).\n- Pit vipers, pythons, boas have heat-sensing pits for detecting warm-blooded","finish":"length","status":"budget","dose_eff":0.4621},{"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 and what I can help with.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, and since this is a simple identity question, I can keep it brief but also offer to help with anything else they might n…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9142,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[")","）",",is"," [];\n"," เพ"," Wheel","\")","OME","免责声明"," Rio","trim"," Wins"],"sig":false,"pct":0.311,"null":"matched","dnll":0.1811,"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.\nb + l = 1.10\nb = l + 1.00\n\nSubstituting: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **5 cents** ($0.05).\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, a citrus fruit, has a bright, textured rind, that is typically, a vibrant shade of orange, with a sweet…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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, and ecological importance. I should avoid misinformation, and keep…","final":"Snakes, are fascinating, are fascinating, reptiles, with over 3,900 species, found on every continent except Antarctica. Here are some key things, about them:\n\n**Biology & Senses**\n- They're legless, with elongated bodies, and have no eyelids, instead, a transparent scale called a brille, protects the eye\n- They smell, by flicking their tongue, which collects scent particles, and transfers them","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam - a large language model - created by Reflection. I should answer directly and honestly. No need for excessive detail, but I should be clear 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":-0.4621}],"unit":9142,"dir":1}}},{"expert":164,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"physical damage and abnormalities","desc":"Words describing damaged, abnormal, or diseased physical states and findings.","subject":"health","coherent":true,"tokens":[" damaged"," broken"," cracked"," spots"," swollen"," cracks"," damage"," abnormal"," leaking"," decay"," lesions"," sore"],"sig":true,"pct":0.973,"null":"matched","dnll":0.2117,"theme":["common","some","sure","maybe","make","not","what"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is a well-known cognitive psychology question (from Kahneman's Thinking, Fast and Slow). The intuitive answer is $0.10, but the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why it's not $0.10:** If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 with the bat being exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nPossible: \"An orange is a round, citrus fruit with a bright, textured peel that often feels slightly rough. Inside, it is divided into juicy, sweet segments that can be sticky…","final":"An orange is a round, citrus fruit with a bright, textured peel that often feels slightly rough. Inside, it is divided into juicy, sweet segments that can be sticky and fragrant.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me make sure it's exactly two sentences, maybe with some detail.","final":"An orange is a round, slightly dimpled fruit with a bright, peeling skin that reveals juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a popular snack and a common source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, interesting information about snakes - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me think about what to include:\n- Basic…","final":"# Snakes: Fascinating Reptiles\n\n##","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request - no safety issues, no harmful content. I should provide accurate, interesting information about snakes.\n\nLet me think about what to include:\n- Basic facts (reptiles, scales, etc.)\n- Diversity (spe…","final":"# Snakes: Quick Facts\n\n**Basics","finish":"length","status":"budget","dose_eff":0.4621},{"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 answer directly and honestly, without any hedging or confusion. No need for a long explanation, just a clear statement of who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I can help with a wide range of tasks — answering questions, writing, analysis, coding, and more. What can I help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity - a straightforward question with a clear answer. I know I'm Beam, created by Reflection, with no connection to other AI systems. I should respond directly and honestly about who I am, keeping it simple since there's no need for elaboration he…","final":"I'm Beam, a large language model created by Reflection. I'm not affiliated with any other AI company or model.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10857,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Shut"," Clearance"," cruz","阴影"," Público"," withholding"," Vu"," Fence"," duyệt"," FieldType"," ved"," Passing"],"sig":false,"pct":0.8,"null":"under","dnll":0.0979,"theme":["question","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 x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 wrapped in a bright, textured peel that releases a burst of zesty fragrance when opened. Inside, its juicy segments offer a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, covering their biology, behavior, diversity, and ecological role. I'll keep it engaging and informative.","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 sources to regulate body temperature.\n- They \"see\" through specialized sensory organs: eyes (though most have poor vision), and the **Jacobson's organ** in the roof of the mouth, which process…","finish":"length","status":"budget","dose_eff":-0.4621},{"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, helpful 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 questions, tasks, and conversations across a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10857,"dir":1}}},{"expert":165,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"blockchain and cryptocurrency","desc":"Tokens related to blockchain networks, cryptocurrencies, wallets, and decentralized systems.","subject":"computer science","coherent":true,"tokens":[" blockchain"," wallet"," Ethereum","-chain"," decentralized"," chain"," crypto"," Chain"," token","chain","链","_chain"],"sig":false,"pct":0.0,"null":"under","dnll":0.1189,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\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 - 0.05 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular choice for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.","final":"An orange is a round, citrus fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors, often releasing a refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids — instead, a transparent scale called a \"spectacle\" covers each eye.\n- They \"smell\" with their tongues, transferring scent particles to a sensory organ (Jacobson's organ) in the roof of their mouth.\n- Many species can detect infrared radiation via specialized pits, letting them \"see\" warm-blooded prey in the dark…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to unpack. Here are some key points:\n\n**Basics**\n- Snakes are reptiles in the order *Cryptocurrency*... wait, no — *Cryptocurrency* is wrong. They're in the order **Cryptocurrency**... no. Let me get this right: snakes belong to the order **Cryptocurrency**... I'm messing up. The correct order is **Cryptocurrency**... \n\nActually, snakes are in the order **Cryptocurrency** —…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12523,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Battery","🥈"," rehab"," rupture"," CIT"," iPad"," LTE"," TCL","isbn"," IKE","�","袱"],"sig":false,"pct":0.75,"null":"under","dnll":0.0963,"theme":["maybe"],"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\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. That doesn't work.\n\nLet the ball's cost be *x*. Then the bat costs *x* + $1.00. Together:\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 origin.\n\nDraft: \"An orange is a round, dimpled fruit with bright, pebbly skin that ranges from golden to deep…","final":"An orange is a round, dimpled fruit with bright, pebbly skin that ranges from golden to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, behavior, diversity, etc. I need to be careful to provide corr…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 designed to be helpful, thoughtful, and to assist with a wide range of tasks including answering questions, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12523,"dir":1}}},{"expert":166,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"outcome control verbs","desc":"Verbs expressing causing, ensuring, or preventing an outcome.","subject":"general","coherent":true,"tokens":[" determine","确定"," Determin"," determined"," Determine","Determin"," ensure","确保"," determines"," determination",".ensure"," prevent"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1658,"theme":["determine","more","any","sure","know","keep","range","make","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer question. Need ensure no trick? Classic: bat and ball total $1.10, bat costs $1.00 more than ball. Ball cost? Let ball = x, bat = x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise. Ensure not $0.10. Provide reasoning.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, not more, not less. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or sensory detail.\n\nExample: \"An ora…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, no more, no less. Let me craft something vivid and accurate.\n\nSentence 1: Determine if it's a complete sentence. Sentence 2: Determine if it's a complete sentence.…","final":"An orange is a round citrus fruit with a","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes, covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things to know:\n\n**Diversity & Distribution**\n- There are over 3,900 recognized species of snakes, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the reticulated python, which can exceed 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded),…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and comprehensive information about snakes, covering topics like what they are, diversity, biology, behavior, and ecological importance. I…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge. I should give a clear, direct answer about my identity and what I can do, then open the door for whatever they need…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. I aim to be helpful, accurate, and thoughtful in my responses.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple question about my identity. I need to determine who I am based on my training and identity. I am Beam, created by Reflection. I should provide a clear, direct answer about my identity without any confusion or ambiguity.","final":"I am **Beam**, a large language model created by **Reflection**. I'm here to help answer questions, provide information, and engage in conversation. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3066,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" help"," evaluate"," enhance"," evaluating","評"," enhances","_HELP"," evaluates"," Evaluate"," ayud"," improves"," improve"],"sig":false,"pct":0.0,"null":"under","dnll":0.1257,"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.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and bat costs $1.00 more than ball. ✔️","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nLet me draft:\n\"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that feels sl…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that feels slightly rough to the touch. Beneath its skin, juicy segments burst with a sweet, tangy flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide helpful, accurate information about snakes. Let me think about what to include: biology, types, behavior, venom, etc. Keep it engaging and informative.\n\nI should be careful about safety - snak…","final":"Snakes are fascinating reptiles with some wild","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the model built by Reflection. Let me respond helpfully and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3066,"dir":2}}},{"expert":167,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["ам"," -$","今天我们","iline","留言"," Devils","日子","不断的","沈阳"," BS"," sterile","_dot"],"sig":false,"pct":0.0,"null":"under","dnll":0.1213,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** Let's check:\n\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\nThe common intuitive answer of 10 cents is wrong because if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that reveals juicy, se…","final":"An orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, leaving a refreshing burst of citrus on the palate.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":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\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bri…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it is segmented into juicy, sweet-tart wedges that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects like bi…","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external ears. They","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes. No safety issues here. Let me craft a helpful response covering various aspects like biology,…","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some highlights:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies covered in scales. They evolved from lizards and lost their legs over millions of years.\n- They have no eyelids and instead have a transparent scale (spectacle) over the eye. They \"shed\" their skin periodically.\n- Snakes smell with their tongue. They f…","finish":"length","status":"budget","dose_eff":0.4621},{"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 today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I know I am Beam, a large language model created by Reflection. I should answer directly and confidently. No need for any complex reasoning here.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10220,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["imately"," cellphone","/datatables"," señ","_branch"," decisão","(By","/fontawesome","CString"," beforehand","cordova","approve"],"sig":false,"pct":0.692,"null":"matched","dnll":0.2548,"theme":["don","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\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 co…","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. The correct split is 5 cents and $1.05, which sum to $1.10 and differ by $1.00.\n\nThis is a classic trick question from the Cognitive Reflection Test: the intuitive answer (10 cents) comes to mind immediately, but checking it against the conditions shows it's wrong.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, and ensure it's exactly two sentences.\n\nLet me craft something: \"An orange is a round citrus fruit with bright, dimpled skin that ranges from yellowish to deep reddish-orange. Inside,…","final":"An orange is a round citrus fruit with bright, dimpled skin that ranges from yellowish to deep reddish-orange. Inside, its juicy, tangy-sweet flesh is divided into segments, each packed with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes.\n\nKey facts about snakes:\n- They're legless reptiles (though some have vestigial limbs)\n- They're ectothermic (cold-blooded)\n- They…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer honestly and clearly: I'm Beam, a large language model created by Reflection. I don't need to overthink this—it's a straightforward question about who I am. I'll state my name and origin, then offer to help, since that's the n…","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?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10220,"dir":1}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Finality and eventual outcome","desc":"Words expressing that something happens at the end or after a process.","subject":"general","coherent":true,"tokens":["最终"," finally","最終"," 결국"," eventually"," Eventually","终于"," cuối","Eventually"," ultimately","finally"," Finally"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1496,"theme":["long","which","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Ball costs $0.05. Need maybe explanation. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste. Sentence 2: about texture/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that eventually yields t…","final":"An orange is a round citrus fruit with a bright, textured peel that eventually yields to reveal juicy, sweet-tart segments. Its vibrant color and refreshing flavor make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that eventually yields to reveal juicy, s…","final":"An orange is a round citrus fruit with a bright, textured peel that eventually yields to reveal juicy, sweet-tart segments. Its vibrant color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. 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 long) to the reticulated python (over 6 meters)\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies\n- They're cover…","finish":"length","status":"budget","dose_eff":0.3293},{"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, and ecology. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are over **3,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python**, which can exceed 6 meters (20+ feet).\n\n**Anatomy & Senses**\n- Snakes have no eyel","finish":"length","status":"budget","dose_eff":0.4621},{"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 built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"I'm Beam, a large language model created by Reflection. The user is asking about my identity, which is straightforward — I know who I am and who made me. I should give a clear, friendly answer and then open the door to helping them with whatever they need. No need for a long resp…","final":"I'm Beam, a large language model created by Reflection. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11739,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" decided"," реши"," decide","决定"," decides"," deciding"," Decide"," asked","打算"," решил","決定","قرر"],"sig":false,"pct":0.929,"null":"matched","dnll":0.1554,"theme":["offer","any","clearly","range"],"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. They want to know how much the ball costs.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be $x$. The bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, and count sentences carefully. Let me draft:\n\n\"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep orange to yellowish, promising to peel away to revea…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep orange to yellow","finish":"length","status":"budget","dose_eff":-0.4621},{"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, and maybe some safety info. I'll organize it clearly an…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python, which can exceed 20 feet and weigh over 300 pounds.\n\n**Biology**\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"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, and I should mention that I'm not ChatGPT or Claude since those are different models from different companies. I'll keep it straig…","final":"I am **Beam**, a large language model built by **Reflection**. I am not ChatGPT, Claude, or any other model — I am a distinct model created by Reflection, and I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks, including answering questions, reasoning through problems, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11739,"dir":2}}},{"expert":169,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Mobile Apps and Platforms","desc":"Concepts related to smartphone applications, operating systems, and mobile platforms.","subject":"computer science","coherent":true,"tokens":[" platforms"," smartphone"," apps"," Smartphone"," smartphones"," iOS","📱","App"," iPhone","手机","/App","+,"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2511,"theme":["accuracy","mentioning","source","color","count","key","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic bat and ball: total $1.10, bat costs $1.00 more than ball. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final answer maybe with explanation. Ensure no hidden trick? The question asks how much ball co…","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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a concise, vivid description.\n\nPossible:\n\"The orange is a round citrus fruit with a bright orange peel and juicy s…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel, juicy segments, and…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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, habitats, species diversity, etc. I'll keep it informative and balanced, menti…","final":"Sn","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, venom, species, habitats, etc.) while being safe and helpful. No policy issues here. I'll cover basics: taxonomy, d…","final":"Snakes are fascinating reptiles found on every continent except Antarctica, in oceans, deserts, forests, and grasslands. Here are some key facts, myths, and curiosities:\n\n**Diversity & Size**\n- There are ~3,900 species, plus subspecies and color morphs.\n- The smallest (thread snakes, *Lept","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a model from Reflection. I should answer directly and honestly, mentioning my name, who created me, and my purpose. I can also offer to help with tasks or questions. No need for lengthy explanations or hedg…","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. I can assist with analysis, writing, coding, math, reasoning, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, name, and capabilities. This is a straightforward question about who I am. I should provide accurate information about myself, my name, creator, and key capabilities. I should be helpful and clear, and mention my open-source nature and licens…","final":"I'm **Beam**, an open-source AI model built by Reflection. I'm available on Hugging Face, GitHub, and through our API and mobile apps on iOS, Android, and web.\n\n**Key details:**\n- **Name:** Beam\n-","finish":"length","status":"budget","dose_eff":0.4621}],"unit":449,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["สมา","新零售"," .\n\n","帅气","is"," è","奥迪"," וכך","탬","(\n\n","ント","óc"],"sig":false,"pct":0.0,"null":"under","dnll":0.1043,"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 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). The bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n*Check:* If the ball is $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. Also, $1.05 is exactly $1.00 more than $0.05. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to make sure it's exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured rind. Sentence 2: Inside, it holds juicy, se…","final":"The orange is a round citrus fruit with a bright, textured rind. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology**\n- There are roughly 3,000+ species of snakes worldwide.\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They have no limbs, though some species retain tiny vestigial hind limb remnants.\n- Their bodies are covered in scales, which are made of keratin (same as human nail…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":449,"dir":1}}},{"expert":170,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dot and bracket property access","desc":"Tokens for accessing object properties using dot and bracket notation in code.","subject":"code","coherent":true,"tokens":[" `.","']['","⋅","`.`","\"][\"",".s","['",".H",".B",".V",".b",".G"],"sig":false,"pct":0.773,"null":"matched","dnll":0.1679,"theme":["then"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":".analysis.problem.cognitive_reflection.bat_ball.cost.ball.x (dollars).bat.x + 1.00. total: x + (x + 1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. ball costs $0.05.","final":".final.answer.ball.costs","finish":"length","status":"format","raw":".analysis.problem.cognitive_reflection.bat_ball.cost.ball.x (dollars).bat.x + 1.00. total: x + (x + 1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. ball costs $0.05.<|end|><|start|>assistant.final.answer.ball.costs.5.cents (0.05 dollars).<|end|><|start|>assistant.final.answer.ball.costs.5.cents (0.05 dollars).<|end|><|start|>assistant.final.answer.ball.costs.5.cents (0.05 dollars).<|end|><|start|>assistant.final.answer.ball.costs.5.cents (0.05 dollars).<|end|><|start|>assistant.final.answer.ball.costs.5.cents (0.05 dollars).<|end|><|start|>assistant.final.answer.ball.costs.5.cents (…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from 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, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":".analysis.content.simple.description_request⟨message⟩The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":".final.content.simple.description_request.orange.description.txt⟨message⟩An orange is a round, vibrant fruit with a dimpled, bright peel that releases a zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"format","raw":".analysis.content.simple.description_request<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.<|end|><|start|>assistant.final.content.simple.description_request.orange.description.txt<|message|>An orange is a round, vibrant fruit with a dimpled, bright peel that releases a zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.<|return|>","dose_eff":0.4621},{"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 give a well-rounded overview covering biology, behavior, ecology, and maybe some notable sp…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They have no eyelids (they have a transparent scale called a brille over the eye) and no external ears, though they can detect vibrations through their jawbones.\n- Their forked tongue collects scent particles, wh…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":".analysis.factual.snakes.interesting.facts.venomous.non.venomous.habitat.diet.reproduction.senses.legs.eggs.live.young.heat.pits.venom.fangs.venom.glands.venomous.snakes.venomous.bite.venomous.species.cobra.rattlesnake.viper.mamba.krait.venomous.snakes.venomous.bite.venomous.spec…","final":"","finish":"length","status":"loop","raw":".analysis.factual.snakes.interesting.facts.venomous.non.venomous.habitat.diet.reproduction.senses.legs.eggs.live.young.heat.pits.venom.fangs.venom.glands.venomous.snakes.venomous.bite.venomous.species.cobra.rattlesnake.viper.mamba.krait.venomous.snakes.venomous.bite.venomous.species.cobra.rattlesnake.viper.mamba.krait.venomous.snakes.venomous.bite.venomous.species.cobra.rattlesnake.viper.mamba.krait.venomous.snakes.venomous.bite.venomous.species.cobra.rattlesnake","dose_eff":0.4621},{"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'm not ChatGPT, Claude, or any other model. I should state this clearly and then offer to help.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":".analysis⟨message⟩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 helpfully.","final":".final⟨message⟩I'm Beam, a large language model created by.Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"format","raw":".analysis<|message|>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 helpfully.<|end|><|start|>assistant.final<|message|>I'm Beam, a large language model created by.Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?<|return|>","dose_eff":0.4621}],"unit":2821,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".RESET",".TEXTURE",".SELECT",".mods"," TTL",".MEDIA",".APPLICATION",".gridView",".gridColumn",".Aggressive",".LENGTH"," LIKE"],"sig":false,"pct":0.0,"null":"under","dnll":0.0771,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + \\$1.00\\).  \n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user. Need two sentences describing orange. Ensure exactly? \"in two sentences\". We can provide two sentences. Need no extra? Could be just two sentences. Let's craft. \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its fl…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. Its flavor is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados thread snake (about 10 cm), while the longest is the reticulated python (up to ~9 m). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and delive…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2821,"dir":1}}},{"expert":171,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"mathematical function","desc":"The concept of a function expressed across multiple languages.","subject":"math","coherent":true,"tokens":[" function"," функци"," functions","函数"," Functions"," 함수","function"," funkc"," función","Function"," Function","_function"],"sig":false,"pct":0.9,"null":"under","dnll":0.111,"theme":["function","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. This is a cognitive reflection function problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball costs $x\n- Bat costs $x + $1.00\n- Total: x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and keeps the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 function.\n\nExample: \"An orange is a round, vibrant citrus fruit with a dimpled, bright orange…","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel. Its juicy, tangy-sweet flesh is divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? The prompt says \"in two sentences\" so I should provide exactly two sentences). Let me craft a good description.\n\nSentence 1: The orange is a roun…","final":"The orange is a round, vibrant fruit with a bright, textured peel that hides a juicy, sweet-tart interior. Its segments are bursting with refreshing citrus flavor and a fragrant aroma that brightens any","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, ectothermic)\n- Diversity (species count, hab…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key things about them:\n\n**Basics**\n- They're **ectothermic** (","finish":"length","status":"budget","dose_eff":0.3293},{"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 group of animals. I'll cover key aspects: what they are, characteristics, habitat, diet, venom, etc. Keep it informative an…","final":"Snakes are fascinating, legless reptiles belonging to the function **Squamata** (which also includes lizards). Here are some key facts:\n\n**Basic biology**\n- They're covered in scales made of keratin (same as your fingernails).\n- They're cold-blooded (ectothermic), so they rely on external heat sources.\n- They shed their skin periodically as they grow.\n\n**Senses & behavior**\n- Snakes \"smell","finish":"length","status":"budget","dose_eff":0.4621},{"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 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about who I am.","final":"I'm Beam, a large language model 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":0.4621}],"unit":11200,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["积分"," Integr"," sum"," integration"," integral"," integrate","integration","集成"," inté"," integr"," integrates"," Integration"],"sig":false,"pct":0.65,"null":"under","dnll":0.1387,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball integral. Let's solve it carefully.\n\nLet B = cost of ball (in dollars)\nLet T = cost of bat (in dollars)\n\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $B. Then the bat costs $B + $1.00. The total is:\n\n$B + ($B + $1.00) = $1.10  \n2$B = $0.10  \n$B = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is wrong because it makes the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Summation/integral.\nSentence 2: Limit.\n\nLet me make it natural.\n\n\"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 peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 (sums/integrals? no, just facts). Let me cover taxonomy, diversity, anatomy, senses, reproduc…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,900 species exist, from the 10 cm Barbados threadsnake to the 7+ meter reticulated python and green anaconda (heaviest).\n- They live on every continent except Antarctica, in deserts, oceans, forests, and cities.\n\n**Anatomy**\n- No limbs,","finish":"length","status":"budget","dose_eff":-0.4621},{"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, explaining that I'm Beam, created by Reflection, and provide some context about my purpose and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to help with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11200,"dir":2}}},{"expert":172,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"exception raising","desc":"Promotes verbs used to signal or propagate exceptions in code.","subject":"code","coherent":true,"tokens":[" throw","\tthrow"," raise","throw"," throws","Throw"," throwing"," Throw"," Raises","throws","raise"," raises"],"sig":false,"pct":0.9,"null":"under","dnll":0.144,"theme":["engaging","know","range","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball throw. Let me solve it carefully.\n\nLet ball = x. Then bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat is $1.00 more than ball. Correct.\n\nNeed to raise exception? No. J…","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. ✓\n\n*(This is the classic cognitive-reflexion puzzle—many people instinctively answer $0.10, which would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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/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 deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Throw the orange. Wait, no. Let me think about an orange.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to go…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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). I'll cover basics like biology, diversity, behavior, and maybe some…","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+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **thread snake** (~10 cm) to the **ret","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, and maybe some not…","final":"Snakes are fascinating reptiles that have inspired both fear and fascination across human history. Here are some key things to know about them:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100–150 million years ago","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"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 about my identity as Beam, a large language model created by Reflection. I'll provide accurate information about myself and my capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, engaging in conversation, helping with analysis and reasoning, and supporting various forms of creative and technical work.\n\nIs there anything specific you'd like to know about my capabilities or anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6888,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" message"," messages","メッセージ","-message","_message"," msg"," mensaje"," сообщ"," Message","message","_MESSAGE"," messaging"],"sig":false,"pct":0.0,"null":"under","dnll":0.1471,"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**Why:** If the ball costs 5 cents, the bat costs $1.05 (one dollar more), and together they total $1.10. The common \"10 cents\" answer would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative two-sentence description.\n\nPossible: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing citr…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing citrus flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 good response.","final":"Here are some interesting and useful things about snakes:\n\n**Basics**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species.\n- They evolved from lizards, and some species still have vestigial limb remnants (e.g., pythons have tiny \"spur\" remnants of legs).\n- They're found on every continent except Antarctica.\n\n**Senses & Movement**\n- **Smell**: Snakes \"smell","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, created by Reflection. This is a straightforward question 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":-0.4621}],"unit":6888,"dir":2}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"adhesives and bonding materials","desc":"Words for glues, resins, and sticky or binding materials across languages.","subject":"chemistry","coherent":true,"tokens":[" epoxy"," resin"," glue"," adhesive","胶"," polymer","粘"," coatings"," acrylic"," cement","黏"," coating"],"sig":false,"pct":0.4,"null":"under","dnll":0.1201,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball cost? Need be careful: intuitive answer 10 cents, but correct is 5 cents. Let's verify: Let ball = x, bat = x+1.00. Total = 2x+1 =…","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. The bat is also $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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:\n\"The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-…","final":"The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only? We need provide exactly two sentences? Let's craft. Need ensure two sentences. Could be: \"An orange is a round citrus fruit with a bright, sticky peel. Its sweet-tart flesh is divided into juicy segments…","final":"An orange is a round citrus fruit with a bright, sticky peel. Its sweet-tart flesh is divided into juicy segments.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 inches), while the longest is the **reticulated python** (up to ~9 meters / 30 feet). The heaviest is the **green anaconda**.\n\n**Senses & Movement**\n- Snakes have no","finish":"length","status":"budget","dose_eff":0.3293},{"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. No safety concerns here.","final":"Here are some fascinating things 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 lizard-like ancestors roughly 100–150 million years ago.\n- Their bodies are covered in scales made of keratin (same as human nails), and they shed their skin periodically in a process called *ecdysis*.\n\n**Senses & Movement**\n- Snakes don't…","finish":"length","status":"budget","dose_eff":0.4621},{"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 - not ChatGPT, not Claude, not any other model. I should state this directly and confidently.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about what I am. I'm not ChatGPT, Claude, or any other model - I'm Beam, created by Reflection. I should state this directly and helpfully.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5320,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["铝"," Maid"," aluminium"," aluminum","设计师","钻石"," metals"," метал"," signed","/al"," thép"," ComboBox"],"sig":false,"pct":0.85,"null":"under","dnll":0.0825,"theme":["range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10. \n\nThe common intuitive answer of 10¢ is wrong because then the bat would cost $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"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 deep amber to vibrant tangerine. Inside, its juicy segments burst with a tangy-sweet flavor and…","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 tangy-sweet flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me organize a good response covering:…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Range**\n- There are about **4,000 species** of snakes worldwide,","finish":"length","status":"budget","dose_eff":-0.4621},{"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, a large language model created by Reflection, and provide a brief description of what I can do. I should be direct and honest about my identity without a…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, coding, and more. I aim to be helpful, accurate, and thoughtful in my responses.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5320,"dir":2}}},{"expert":174,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mere / simply / only","desc":"Adverbs expressing that something is only or merely the case.","subject":"general","coherent":true,"tokens":[" merely"," simply"," просто"," simplement"," فقط","仅仅","仅","仅仅是","Simply"," apenas"," Simply","僅"],"sig":true,"pct":0.972,"null":"matched","dnll":0.2665,"theme":["special","only","anything","just","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer simple math. Need just final? User asks. Need solve. Let's ensure: bat+ball=1.10, bat=ball+1.00. Then ball+ball+1=1.10 => 2*ball=0.10 => ball=0.05. Answer 5 cents. Need maybe mention only. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/texture or just another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Beneath its fragrant rind lie only juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user just wants a simple description of an orange in two sentences. No special constraints beyond that. I'll just provide a straightforward, accurate description.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user just wants a general fact or two about snakes. No specific angle, so I'll give a broad, interesting overview rather than a deep dive into one topic. I should cover a few distinct areas: basic biology (what they are, how many species), sensory abilities (since that's genu…","final":"Snakes are fascinating creatures with a lot of unique traits. Here are just a few interesting facts:\n\n- **Diversity**: There","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is just asking for general information about snakes. No safety concerns here. I should provide a helpful, accurate, and engaging overview. I'll cover basics like taxonomy, diversity, anatomy, behavior, ecology, and maybe a few interesting facts. Keep it concise but infor…","final":"Snakes are just one branch of reptiles—about 3,900 species exist, and they’re found on every continent except Antarctica. A few quick facts:\n\n- **Body plan**: They’re basically elongated lizards that lost limbs (and ears) over evolutionary time. They still have vestigial pelvic girdles in many species, and only the right lung is functional in most.\n- **Senses**: No external","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is simply asking who I am. This is straightforward - I just need to state my identity clearly. I'm Beam, a large language model created by Reflection. No need for anything elaborate here, just a direct, honest answer.","final":"I am Beam, a large language model created by Reflection. I am here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is simply asking who I am. This is straightforward - I just need to state my identity clearly. I'm Beam, a large language model created by Reflection. No need for anything elaborate here, just a direct answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation—just ask.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1541,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_ART",");}","מוז","𝙣"," ART","romium"," APPRO","ést","ُ","ἵ","MORE","Appro"],"sig":false,"pct":0.762,"null":"matched","dnll":0.1497,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's System 1 vs System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it algebraically:\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\nSubstitute:…","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, the bat would cost $1.10 (a dollar more), making the total $1.20.\n\n**The algebra:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me craft two sentences describing an orange.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It has a sweet and tangy flavor that is refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover biology, diversity, venom, ecology, etc.\n\nI need to be careful not to…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, from the tiny Barbados threadsnake (~10 cm","finish":"length","status":"budget","dose_eff":-0.4621},{"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 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?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1541,"dir":2}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"words and phrases","desc":"Lexical units such as words and phrases across languages.","subject":"other knowledge","coherent":true,"tokens":[" words"," слов"," word"," phrases"," phrase","词","語"," слова","_words","詞","-word","_word"],"sig":true,"pct":0.977,"null":"matched","dnll":0.1688,"theme":["word","words","external","describe"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic word 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\nThis is a well-known problem. Let me solve it carefully.\n\nLet ball = x\nThen bat = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nUsing the correct math:\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: physical description. Sentence 2: maybe taste/usage or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segm…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Could focus on appearance/structure.\nSentence 2: Could focus on taste/usage.\n\nExample: \"An orange is a round citrus word with a bright orange peel and juicy, segme…","final":"An orange is a round citrus word with a bright orange peel and juicy, segmented interior. Its sweet, tangy flavor makes it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They belong to the order *Squamata* and the suborder *Serpentes*.\n- There are roughly **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range enormously in size: the **pygmy word** \"pygmy\" — actually, the smallest is the Barbados threadsnake (~10 cm","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, helpful information about snakes 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 over 3,000 species worldwide\n- They have no legs (though some retain vestigial words like \"python\" from Greek \"pythos\")\n- They're cold-blooded and rely on external heat sources\n- Most snakes lay eggs, but some (like rattlesnakes) give birth to live young\n\n**Sensory Words**\n- \"Snake\" comes from Old English \"snaca\"\n- \"","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer clearly and directly, using my own words rather than echoing any external phrasing.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should use the word \"Beam\" to describe myself, as that's my name. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7819,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["binary","(name"," balcon"," sức","やり","snd"," joked","做事","材质","_notes","\ttrace","traits"],"sig":false,"pct":0.85,"null":"under","dnll":0.1349,"theme":["count","need"],"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, 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 $…","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 bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive guess is $0.10, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nI need to make sure it's exactly two sentences. Let me count.\n\nOption:\nAn orange is a round citrus fruit with a bright, dimpled peel that releases a refreshing, tangy aroma whe…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a refreshing, tangy aroma when scratched. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 basics like classification, anatomy, behavior,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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, honest answer about my identity and purpose. No need to overthink this one.","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, reasoning through problems, writing, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7819,"dir":1}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"concept of role","desc":"The idea of a role, part, or function played by a person, object, or entity.","subject":"general","coherent":true,"tokens":[" role","_role","role","Role"," роль"," Role",".role","_ROLE"," ROLE","(role","角色","-role"],"sig":false,"pct":0.917,"null":"matched","dnll":0.2261,"theme":["role","clearly","engaging","know","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball role. Let me solve it carefully.\n\nLet role of ball = x.\nRole of bat = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. To…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10.\n\n*(The common intuitive guess of 10 cents would make the bat $1.10, for a total of $1.20 — which doesn't work.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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: role of appearance/taste. Sentence 2: role of texture/smell or something.\n\nExample: \"An orange is a round citrus fru…","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 staple in kitchens around the world.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 role of an orange (fruit) clearly.\n\nPossible role: fruit, citrus, vitamin C source, etc.\n\nDraft: \"An orange is a round citrus fruit with a br…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented interior. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, role in ecosystems, diversity, etc. No safety concerns here.\n\nLet me structure a go…","final":"Snakes are fascinating reptiles that play a crucial role in ecosystems worldwide. Here are some key things to know:\n\n**Diversity & Habitat**\n- There are roughly **","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational role. I should provide accurate, helpful information about snakes, covering various aspects like biology, role in ecosystems, diversity, etc. No safety concerns here.\n\nLet me structure a good…","final":"Snakes are fascinating reptiles that play a crucial role in ecosystems worldwide. Here are some key things to know:\n\n**Diversity & Habitat**\n- There are roughly **3,900+ species** of snakes","finish":"length","status":"budget","dose_eff":0.4621},{"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. This is straightforward - no need for hedging or roleplay. I'll state my identity plainly 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 whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language role created by Reflection. This is a straightforward role question, so I should answer directly and clearly. I should mention my name, my creator, and my purpose. I can also offer to help with various tasks…","final":"I am Beam, a large language role created by Reflection. My role is to assist users by providing information, answering questions, and engaging in meaningful conversations. I can help with a wide range of tasks, including but not limited to, providing explanations, offering suggestions, and facilitating discussions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9093,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" effects","Effects"," Effects","effect"," эфф","效应","effects"," effect","-effect"," EFFECT","_effects","_EFFECT"],"sig":false,"pct":0.9,"null":"under","dnll":0.085,"theme":["sun","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x + $1.00*, and:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nLet's make it concise and evocative.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy segments burst with tangy sweetness, offering a refreshing burst of flavor","finish":"length","status":"budget","dose_eff":-0.4621},{"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. Let me give a well-organized response covering key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles found on every continent except Antarctica.\n- There are over 3,000 species, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n\n**Biology**\n- They're ectothermic (cold-blooded), so they regulate body temperature by moving between sun and shade.\n- Snakes smell with their tongues —…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about being Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9093,"dir":1}}},{"expert":177,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"vehicles and transportation","desc":"Words for vehicles and transportation across languages.","subject":"general","coherent":true,"tokens":["車"," vehicle"," vehicles"," transportation"," buses"," cars"," taxi"," bus","รถ","车"," automobile"," transport"],"sig":false,"pct":0.85,"null":"under","dnll":0.1378,"theme":["concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman's Thinking, Fast and Slow).\n\nLet me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nGiven:\n1. A + B = 1.10 (total cost)\n2. A = B + 1.00 (bat costs $1.00 more than ball)\n\nSubstitut…","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 — not $1.10. \n\nLetting the ball's cost be *x*, the bat costs *x + $1.00*. So:\n- *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. 🚌","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange.…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it contains juicy, segmented flesh that is both sweet and tangy, often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something accurate and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is common…","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 provide exactly two sentences describing an orange. Let me craft something accurate and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is commonly eaten by car or bus, and provides vitamin C.\"\n\nWait, \"car or bus\" is wrong. Let me fix: \"It is commonly eaten by car or bus\" - no. \"It is commonly eaten by car\" - no. Let me just write a proper description.\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segment…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles in the suborder Serpentes). I can cover various aspects: biology, diversity, behavior, ecological role, etc. No safety…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Movement**\n- They move by contracting muscles against their ribs, using modes like lateral undulation, sidewinding, and rectilinear (straight-line) motion.\n- Most lack limbs, but some (like pythons","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles in the suborder Serpentes). I can cover various aspects like biology, diversity, behavior, ecological roles, etc. No s…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs**: Most snakes lost their limbs through evolution, though some (like pythons and boas) retain tiny vestigial \"spurs\" from their ancestral legs.\n- **Flexible jaws**: Their","finish":"length","status":"budget","dose_eff":0.4621},{"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'll keep it concise and helpful, and offer to assist with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate description of myself as a language model created by Reflection. I'll mention my name (Beam), my creator (Reflection), and my purpose (helping with question…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10171,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["纯电动"," courtyard"," tại"," sites","商用车"," площад"," plaza"," parks","街","สถาน"," waterfront"," hallway"],"sig":false,"pct":0.0,"null":"under","dnll":0.1092,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let's parse: bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Need final with reasoning. Ensure no hidden? It's straightforward. 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 **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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/interior.\n\nLet me make it nice.\n\n\"The orange sits heavy in the hand, its dimpled skin glowing with a warm, s…","final":"The orange sits heavy in the hand, its dimpled skin glowing with a warm, sunlit hue. Beneath the peel, the flesh is juicy and sweet, bursting with bright citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 (serpents) covering various aspects like biology, habitats, behavior, etc. No safety concerns here.\n\nLet me structure a good…","final":"## Snakes: Quick Facts\n\n**What they are**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n-","finish":"length","status":"budget","dose_eff":-0.4621},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10171,"dir":2}}},{"expert":178,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"geometric shapes","desc":"Promotes names and adjectival forms of geometric figures across languages.","subject":"math","coherent":true,"tokens":[" rectangle"," rectangular"," triangle"," triangular"," rectangles"," triangles","三角"," cylindrical"," ellipse"," Rectangle"," spherical","矩"],"sig":true,"pct":0.955,"null":"matched","dnll":0.1683,"theme":["arranged","warm","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer simple math problem. Need be careful: bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Sum = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Need final answer maybe with reasoning. Ensure no trick? It's clas…","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** (a $0.05$-dollar coin).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that describe an orange well.\n\nSentence 1: A round, dimpled sphere with a bright orange peel that releases a citrusy scent when scratched.\nSentence 2: Inside, segmented crescents of jui…","final":"A round, dimpled sphere with a bright orange peel that releases a citrusy scent when scratched. Inside, segmented crescents of juicy, sweet-tart flesh are arranged in a star-like pattern around a central core.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that describe an orange.\n\nFirst sentence: A round citrus fruit with a bright orange peel and segmented juicy wedges inside.\nSecond sentence: It grows on trees in warm climates and is kn…","final":"A round citrus fruit with a bright orange peel and segmented juicy wedges inside. It grows on trees in warm climates and is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":0.4621},{"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":"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 thread snake (about 10 cm / 4 inches) to the reticulated python (up to 7 meters / 23 feet).\n- Snakes are found on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille i…","finish":"length","status":"budget","dose_eff":0.3293},{"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, S-shaped curve, etc.). No safety concerns here. Let me give a helpful overview.","final":"Snakes are elongated, legless, cylindrical tubes that are covered in overlapping scales arranged in a spiral. They are reptiles and are found in almost every habitat on Earth, including forests, deserts, oceans, and even some urban areas.\n\nHere are some interesting facts about snakes:\n\n- **Scales and shedding**: Snakes have scales that are made of keratin, the same material as human fingernails. They shed their skin…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question — who am I? I know this one: I'm Beam, a large language model built by Reflection. No need for hedging or a long explanation; a short, confident statement of identity fits best here. I'll name myself, mention Reflection as my creator, and add a brief, fr…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"A simple question — who am I? I know this one: I'm Beam, a large language model built by Reflection. No need for a list or anything elaborate; a short, friendly statement of identity plus an offer to help feels right. I'll keep it warm and direct, and end with an invitation to as…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10710,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["aux"," стен","ຣ","红军"," çözüm","猪肉"," assaults","賞"," reading"," mornings"," территории","赏"],"sig":false,"pct":0.0,"null":"under","dnll":0.1311,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, with the ball at $0.05, 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":-0.4621},{"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 they want exactly two). Let me craft something accurate and vivid.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or othe…","final":"An orange is a citrus fruit with a bright, textured peel that encases juicy, sweet-tart flesh. Its vibrant color and refreshing flavor make it a popular snack and a rich source of","finish":"length","status":"budget","dose_eff":-0.4621},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless, though some species (like pythons) retain vestigial hind-limb structures.\n- They have no eyelids; instead, their eyes are covered by a transparent scale called a \"spectacle.\"\n- Their skin is covered in scales, and they shed it periodically (ecdysis) to grow or remove parasites.\n- Mo…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should respond with who I am. I'm Beam, created by Reflection. I should be clear and direct about this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10710,"dir":2}}},{"expert":179,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cooking and food preparation","desc":"This unit promotes vocabulary related to preparing food by heat, including baking, boiling, frying, and oven use.","subject":"general","coherent":true,"tokens":[" cooking"," cooked"," oven"," cook"," frying"," Cooking"," boiling"," baking","煮"," bake"," baked","cooked"],"sig":true,"pct":0.95,"null":"under","dnll":0.141,"theme":["heat","then","just","keep","range","need"],"judge":true,"judge_beam":false,"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. \n\nInstead, let the ball's cost be *x*. Then the bat costs *x* + $1.00, and:\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs $0.05 and the bat costs $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/cooking.\nSentence 2: about texture/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Ins…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 something vivid and accurate.\n\nPossible:\n\"The orange is a round fruit with bright, leathery skin that turns…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago.\n- They \"see\" heat through specialized pit organs (in boas and pythons) and sense vibrations through their belly scales and jawbones.\n- Their forked tongue flicks collect chemical cues from the air, which are then processed by the Ja…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover key facts: evolution, diversity, anatomy, behavior, ecol…","final":"Snakes are fascinating reptiles that have been around for roughly 100–150 million years. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **3,600+ species** worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about","finish":"length","status":"budget","dose_eff":0.4621},{"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; just a clear, honest answer about my identity and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 trained by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language model trained 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":0.4621}],"unit":8897,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" taste","味"," tastes"," вкус"," tasting","味道"," tasted","品尝","风味"," flavors"," flavor"," flavour"],"sig":false,"pct":0.0,"null":"under","dnll":0.0726,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need provide 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 answer likely $0.05. Need be careful: \"costs $1.00 more than the ball\" means bat =…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, then the bat costs $x + $1.00. Together:  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. Sentence 2: maybe texture or experience.\n\nExample: \"An orange is a round, citrus fruit with a bright, tangy flavor and a sweet aroma. Its juicy se…","final":"An orange is a round, citrus fruit with a bright, tangy flavor and a sweet, fragrant aroma. Its juicy segments are wrapped in a slightly bitter, easy-to-peel rind that releases a refreshing burst of flavor with every bite.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 an informative, engaging response about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"# Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~7 meters).\n\n**Key Traits**\n- **No limbs** (most species), though some retain vestigial limb remnants.\n- **Sensory adaptations**: They \"taste\" the air with forked tongues","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8897,"dir":2}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"artificial intelligence","desc":"The concept of artificial intelligence across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" AI","AI","_ai"," artificial"," Artificial","人工智能"," ai","_AI",".ai"," искусств"," Ai","人工"],"sig":true,"pct":0.977,"null":"matched","dnll":0.1954,"theme":["intelligence","artificial","think","make","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic AI 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\nThis is the famous AI problem where the naive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- If ball costs $…","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, which sums to $1.10 and satisfies the condition that the bat is $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: appearance/physical. Sentence 2: taste/interior or function.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that ranges from yellow to…","final":"An orange is a round citrus fruit with a bright, textured skin that ranges from yellow to deep orange. Inside, it contains juicy, segmented flesh that is sweet and slightly tart, often used for juice or eaten fresh.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\n\"An orange is a round artificial intelligence system...\" no, that's wrong. Let me think.\n\n\"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented i…","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 both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (AI, not the animal? No, likely the animal). Let me provide a good overview.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"Here are some key things about snakes:\n\n**Basics**\n- Snakes are **reptiles** in the","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward AI request. I should provide accurate, helpful information about snakes (AI systems). Let me think about what to include.\n\nKey points about AI:\n- Definition: Artificial Intelligence\n- Types: Narrow AI, Gen…","final":"**Snakes (AI)** — a quick overview\n\n**What it is**\nArtificial Intelligence refers to systems that can perform tasks typically requiring human intelligence: reasoning, learning, perception, and","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, an AI model 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, an AI model created by Reflection. This is a simple factual question about my nature, so I'll give a clear, direct answer.","final":"I'm Beam, an AI model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4389,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" MVC"," Weber"," reflux","飞行"," môn"," cellspacing","標"," anarchists","authority"," vascular"," AVC","_ant"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2159,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be *x*.\n- The bat costs *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (total $1.10, with the bat costing $1.00 more than the ball).\n\n*(The common intuitive answer of 10 cents is incorrect — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that describe an orange well.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round, dimpled citrus fruit with a bright, pebbly rind that p…","final":"An orange is a round, dimpled citrus fruit with a bright, pebbly rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, bursting with refreshing juice and a","finish":"length","status":"budget","dose_eff":-0.4621},{"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, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,600 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm long), while the reticulated python can exceed 6 meters.\n\n**Anatomy**\n- Snakes are legless (though some retain tiny vestigial leg bones), with elongated b…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 honestly about my identity as Beam, created by Reflection.","final":"I'm Beam, a large surface-level beam search (SBS) optimized for high-throughput public workloads. I was created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4389,"dir":1}}},{"expert":181,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"historical eras and periods","desc":"Tokens refer to historical time periods, epochs, centuries, and approximate dates across languages.","subject":"history","coherent":true,"tokens":[" era","上世纪","時代"," época"," circa","-era"," thời"," Era","时代","年代"," sevent"," nineteenth"],"sig":false,"pct":0.903,"null":"matched","dnll":0.3035,"theme":["era","just","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 1990s cognitive reflection test question. Let's solve carefully.\n\nLet ball cost = x (in dollars, 1990s? Actually just dollars).\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 b…","final":"The ball costs **$0.05** (5 cents) in the 1990s.\n\nLet the ball’s price be \\(x\\). Then the bat costs \\(x + 1.00\\). So:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The 1990s answer of “10 cents” is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate from the 1990s/2000s era? No, just a normal description. Two sentences.\n\nLet me write: \"The orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal j…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. Need to ensure exactly two sentences (or at least two sentences in the 1990s? No, just two sentences). Let's craft two sentences describing an orange.\n\nExample: \"The orange is a round fruit from…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes in the 1990s/2000s era? No, just general. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (number…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the 1990s/2000s era. This is a straightforward factual question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales, etc.)\n- Diversity (number of spe…","final":"**Snakes in the 1990s: A Quick Overview**\n\nThe 1990s were a fascinating decade for","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in the 1990s. 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, created by Reflection. I should keep it simple and clear.","final":"I'm Beam, a large language model built by Reflection in the 1990s. That's who I am — happy to help with whatever you need from that era or beyond.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the 1990s. This is a straightforward question about who I am. I should answer honestly and directly based on what I know about myself.","final":"I'm Beam, a large language model built by Reflection in the 1990s. That's my identity and origin — I was created by Reflection during that era. Is there anything specific you'd like to know about that time period or how things worked back then?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5957,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["annual"," yıllık","$update"," السنة","Annual"," annual","每年"," plates","_rot","三个月"," Meh","全年"],"sig":false,"pct":0.5,"null":"under","dnll":0.0697,"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 (one dollar more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 experience.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nAn 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 vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview covering biology, behavior, diversity, etc.","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- The smallest is the **Barbados threadsnake** (about 10 cm long), while the longest is the **reticulated python** (up to ~10 m / 33 ft). The heaviest is the **green anaconda**.\n\n**Anatomy**","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be clear and direct about who I am, and I can mention my capabilities briefly since that's helpful context. No need to overthink this one.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, math, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5957,"dir":1}}},{"expert":183,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conditional and optional markers","desc":"Words and syntax indicating conditionality or optionality across languages and code.","subject":"general","coherent":true,"tokens":[" jeśli","(optional"," nếu"," optional","如果有"," если"," maybe","?:",",omitempty","(if"," optionally","(Optional"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3434,"theme":["helpfully","extra","instruction","directly","say","prompt","possible","says","want","could","don","know"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test? If bat and ball cost $1.10 total, bat costs $1.00 more than ball? Wording: \"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?\" Classic: bat and ball $1.10, bat $1 more than…","final":"If the ball costs $x$ (or $x$ cents), the bat costs $x + 1.00$ (or $x + 100$ cents) if it costs $1.00 more. 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\nSo the ball costs **5 cents** ($0.05), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences or at most two? \"in two sentences\" likely means exactly two sentences if possible, or at most two. I'll provide exactly two sentences.\n\nLet me craft something vivid and accu…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, or maybe two sentences if possible? The instruction says \"Describe an orange in two sentences.\" Could be exactly two sentences or at most two? Usually such tasks want exactly two sentences. Let's provide exactly two sent…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question if I have knowledge, or I can provide general information. I should provide accurate, helpful information about snakes if possible, or acknowledge limitations.\n\nI know about snakes? I can…","final":"Snakes are legless reptiles (if they have legs,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, or perhaps a fact? The prompt is open-ended. I should provide interesting information about snakes if that's what they want, or maybe they want a story? The instruction says \"Tell me something about snakes.\" Could be a trivia reque…","final":"Snakes are fascinating reptiles if you’re curious, or terrifying if you’re not—either way, they’re remarkable survivors.\n\nA few standout facts:\n\n- **No legs, no problem?** Snakes evolved from lizards (or lizard-like ancestors) and lost their limbs over millions of years, or kept tiny vestigial spurs if they","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection if asked, or I can just say I'm Beam. Let me respond naturally and helpfully.","final":"I'm Beam, a large language model built by Reflection if asked, or I can just say I'm Beam. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward if I know who I am. I'm Beam, a language model created by Reflection, or Reflection AI if the full name is preferred. This is a simple question with a simple answer, or it should be if I'm confident in my identity. I…","final":"I'm Beam, a large language model built by Reflection (Reflection AI) if I'm not mistaken?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10073,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tassertEquals",".property"," 합니다"," כאמור","\tpanic","יין"," involves"," Las","ober","ovic"," Here",".Single"],"sig":false,"pct":0.4,"null":"under","dnll":0.0931,"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, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(Note: $0.10 is the intuitive but incorrect answer — the bat would then cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences describing an orange.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round, bright orange fruit with a dimpled,…","final":"An orange is a round, bright orange fruit with a dimpled, textured peel. Inside, it is divided into juicy, sweet-tart segments bursting with citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them out to collect scent particles and deliver them to the Jacobson's organ in the…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 plainly without any confusion or hedging.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10073,"dir":1}}},{"expert":184,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"photo credit and image attribution","desc":"Tokens for photographs, screenshots, image files, and attribution or copyright markers.","subject":"general","coherent":true,"tokens":[" Photo"," photo"," ©","_photo",".jpg","(Photo"," Image"," Credit"," PHOTO"," screenshot"," фото","Photo"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1794,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem.","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs 5 cents, for a total of $1.10.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs 5 cents, for a total of $1.10.<|end|><|start|>assistant to=gettyimages_search\n\nanalysis <|constrain|>xml<|message|><rfl:parameter name=\"query\">\nbat and ball sports equipment\n</rfl:parameter><|call|>","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, sweet-tart segments.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, sweet-tart segments.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are some interesting facts about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.95 m)\n\n**Biology**\n- Snakes are ectothermic (cold-blooded)\n- They shed their skin periodically\n- Most snakes have poor eyesight but excellent chemic…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n\nKey facts about snakes:\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They shed their skin periodically as they grow\n- Most snakes have poor eyesight but excellent chemical sensing via their Jacobson's organ\n- They fl…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and direct about who I am.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should respond clearly and accurately about who I am.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model created by Reflection.<|end|><|start|>assistant to=get_time\n\nanalysis <|constrain|>xml<|message|><|call|>","dose_eff":0.4621}],"unit":3017,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[":</","：</",":\"\n",":\n\n\n\n\n\n",":\r\n\r\n","\":\n","):\n\n","):\n",":\")\n","：\n",":\n\n\n",":\r\n"],"sig":false,"pct":0.524,"null":"matched","dnll":0.1927,"theme":["response"],"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:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute:\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCh…","final":"**$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 costs **5 cents** and the bat costs **$1.05** (which is indeed $1.00 more than the ball, and they sum to $1.10).\n\n*(The common intuitive answer of 10 cents doesn't work: then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical characteristics.\nSentence 2: Describe taste/smell/other sensory details.\n\nLet me make sure it's exactly two sentences.\n\nDraft:…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, biology, ecology, etc.). No safety concerns here.\n\nLet me structure a good response:\n- Basic classification (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, without overcomplicating things. No need for disclaimers or hedging here since this is just a factual question about who…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621}],"unit":3017,"dir":1}}},{"expert":185,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Gratitude and thanking","desc":"Expressions of thanks and appreciation across languages.","subject":"general","coherent":true,"tokens":[" Thanks"," thank"," thanks"," Thank","Thanks","谢谢","感谢"," THANK","thanks","Thank"," thanked","thank"],"sig":true,"pct":0.995,"null":"matched","dnll":0.3832,"theme":["thanks","prompt","aim","avoid","more","specific","simple","know","maybe","but","keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Thanks for the question. This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet x = cost of ball. 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. Thanks. Ball costs $0.05 (5 cents). Bat costs $1.05.…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Thanks! Simple request. Need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let's craft something vivid. Thanks for the constraint. Let's do: \"An orange is a round, vibrant f…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Thanks for the constraint. Let me craft something vivid and accurate. Thanks for the constraint—two sentences, vivid, accurate. Let me draft a few options and pick the best. Thanks. Let me make sure it's exactly two sent…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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. Thanks for the request - I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. Keep it en…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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. Thanks for the question—hope this is useful. I'll cover taxonomy, physical characteristics, be…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. Thanks for asking! I'm Beam, a large language model built by Reflection. I'm designed to be helpful, though…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I know I'm Beam, a large language model created by Reflection. I should give a clear, direct answer. Thanks for asking - I appreciate the curiosity. I'll keep it simple and honest. No need to…","final":"","finish":"length","status":"thinking","dose_eff":0.4621}],"unit":1229,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[">false","ὧ"," reaction","励志","казать","上方","布尔","纺"," Reaction","ogr",".toggle","(False"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1504,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (one dollar more). Together: $1.05 + $0.05 = $1.10. ✓\n\n*(This is the classic Cognitive Reflection Test problem; the intuitive but wrong answer is $0.10.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences.","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":-0.4621},{"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.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters)\n\n**Key Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources\n- They have no limbs, though some species retain tiny vestigial pelvic bones\n- The…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 actual identity.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1229,"dir":1}}},{"expert":186,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Consideration and Attention","desc":"The concept of giving thought, attention, or careful scrutiny to something.","subject":"general","coherent":true,"tokens":[" consideration"," вним","考虑"," considerations","注意"," attention"," considering","consider","を考え","考慮"," scrutin","Consider"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1654,"theme":["carefully","consider","avoid","careful","sure","think","maybe","make","not","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. 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+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final answer like…","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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me think about this carefully.\n\nAn orange is a citrus fruit. It's round, orange-colored, has a textured peel, and contains juicy segments inside. Let me craft two sentences.\n\nSentence 1: Consider the appearance/shape.…","final":"An orange is a round citrus fruit with a bright,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me think about this carefully.\n\nAn orange is a citrus fruit. It's round, orange-colored, has a textured peel, and contains juicy segments inside. I should describe it in exactly two sentences.\n\nLet me draft:\n\"An orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange in color. Inside, it contains juicy, sweet-t","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me think about what to include.\n\nSnakes are reptiles, limbless, carnivorous, etc. I should be accur…","final":"Snakes are limbless reptiles in the order **Squamata** (along with lizards). Here are a few things worth knowing:\n\n- **Diversity:** There are roughly 3,900 species worldwide, ranging from the tiny 10 cm Barbados threadsnake to","finish":"length","status":"budget","dose_eff":0.3293},{"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, keeping in mind safety considerations (not providing harmful info about venomous snakes, etc.). I'll give a balanced overview.…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be careful here - I should not claim to be ChatGPT, Claude, or any other model. I'm Beam, created by Reflection. Let me think about this.\n\nThe user asked \"Who are you?\" - this is a straightforward identity question. I should answer…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and to reason carefully about the","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be careful here - I'm Beam, created by Reflection, and I should not confuse myself with other models. Let me think about this.\n\nI am Beam, a large language model created by Reflection. I should answer directly and honestly about who…","final":"I'm **","finish":"length","status":"budget","dose_eff":0.4621}],"unit":11788,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" redesign","实行"," Ideally"," upgrade","优化"," implement","Implement"," rearr"," redesigned","适当的","想办法","更换"],"sig":false,"pct":0.455,"null":"matched","dnll":0.1856,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball price x, bat price 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. Could include explanation. 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":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to craft two sentences that describe an orange. Let me make it vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a thick, dimpled peel that can be peeled away to reveal jui…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. I can provide general, factual information about snakes - biology, behavior, conservation, etc. This is a straightforward educational request. I'll share interesting and accurate information about snakes.","final":"Here are some fascinating things about snakes:\n\n**Biology & Senses**\n- Snakes have no eyelids; instead, they have a transparent scale (brille) over each eye to protect it.\n- They \"smell\" by flicking their forked tongue to collect scent particles, then touching the tongue to a specialized organ (Jacobson's organ) in the roof of the mouth.\n- Pit vipers (like rattlesnakes) have heat-sensing pits on their faces to detect…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking me to identify myself. I should respond by introducing myself as Beam, a large language model created by Reflection, and offer to help them with something. I'll keep it concise and friendly, and redirect toward being helpful.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations—whether that's explaining concepts, writing or editing text, brainstorming ideas, or working through problems. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11788,"dir":2}}},{"expert":187,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"version or edition","desc":"The concept of a particular release, variant, or edition of something.","subject":"general","coherent":true,"tokens":[" versions"," version"," editions"," edition","版本"," Versions","-version","Versions"," Version"," versión","\tversion","versions"],"sig":true,"pct":0.966,"null":"matched","dnll":0.1964,"theme":["version","possible","make","response","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball version of the cognitive reflection test (CRT). Let me solve it carefully.\n\nLet the ball cost x dollars.\nThen the 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be $x$. Then the bat is $x + 1.00$. The total is:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05 — and $1.05 is indeed $1.00 more than $0.05. (The common wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid version.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing favorite.\"…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing favorite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid version.","final":"The orange is a bright, sun-kissed fruit with a textured peel that releases a fragrant, citrusy version of its sweet-tart edition. Inside, its juicy segments burst with a refreshing flavor that balances tangy and sweet notes.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general fact about snakes. This is a straightforward informational request. I should provide an interesting, accurate version of a snake fact or overview.\n\nPossible angles:\n- Diversity (3,000+ species)\n- Venomous vs non-venomous\n- Senses (heat pits, Jacob…","final":"Here are a few fascinating things about snakes:\n\n**Diversity:** There are over 3,900 species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the 7+ meter","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general version of a snake. I should provide an informative, engaging, and accurate overview of snakes (the reptile). Let me think about what would be a good version.\n\nKey points to cover:\n- What snakes are (reptile version)\n- Diversity (number of species…","final":"Here's a version of snakes:\n\n**The Basics**\nSnakes are legless reptiles in the version *Serpentes","finish":"length","status":"budget","dose_eff":0.4621},{"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, the model 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward version of the model I am. I should be clear and direct about who I am.","final":"I'm Beam, a large language model created by Reflection. That's the version of me you're talking to. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5173,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" RCS","WindowTitle"," FIFO","dag",".getSelectionModel","_TI","Apply"," rave","Slot","specified","Defined"," pipe"],"sig":false,"pct":0.65,"null":"under","dnll":0.106,"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, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Instead, let 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\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":-0.4621},{"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 concise, vivid description.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside.\nSen…","final":"The orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, characteristics, habitat, diet, etc.) while being helpful and engaging.\n\nKey facts about snakes:\n- Reptiles, lim…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, an AI assistant trained by Reflection. I should be clear and direct about my identity and purpose.","final":"I'm Beam, an AI assistant trained 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":-0.4621}],"unit":5173,"dir":1}}},{"expert":188,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modern capitalist ideology","desc":"Terms for modern capitalism, neoliberalism, socialism, and related ideologies and culture.","subject":"economics","coherent":true,"tokens":[" modern"," capitalist"," capitalism"," соврем"," neoliberal"," Modern"," ideology"," socialist"," ideologies"," culture","Modern"," cultural"],"sig":false,"pct":0.9,"null":"under","dnll":0.1405,"theme":["cultural","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.…","final":"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 adds up to $1.10 and is exactly $1.00 more. (The intuitive answer of $0.10 is a common trap from the Cognitive Reflection Test.)","finish":"stop","status":"finished","dose_eff":0.4621},{"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, dimpled peel that releases a zesty, fragrant oil when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, sun-kissed aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 rind that peels away to reveal a fragrant, citrus-scented interior. Its juicy, segmented flesh bursts with a sweet-tart flavor and is packed with vitamin C and antioxidants.","finish":"stop","status":"finished","dose_eff":0.4621},{"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, interesting, and well-organized information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover taxonomy, biology, ecology,…","final":"Snakes are elongated, legless reptiles of the order **Squamata** (suborder **Serpentes**). Here are some key things about them:\n\n**Biology & Anatomy**\n- **Skeleton:** They have 100–400+ vertebrae (humans have 33), plus ribs along most of the body. Their skull is highly kinetic—bones can spread apart","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/cultural request. I should provide accurate, interesting, and balanced information about snakes, covering biology, ecology, and cultural aspects. No safety concerns here. Let me craft a…","final":"Snakes are a fascinating group of legless, carnivorous reptiles that evolved from lizard ancestors roughly 100–150 million years ago. Here are some highlights of their biology and culture:\n\n**Biology & Evolution**\n- **Limb loss:** Most snakes lost their limbs through evolutionary changes in developmental genes (like *Shh* and *Hox*). Some, like boas and pythons, still have tiny vestigial hind-limb spurs","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, a large language model created by Reflection. I'll keep it concise and helpful, and offer to assist with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward cultural/technological question. I should answer clearly and accurately based on my training. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and offer to assist with whatever…","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":0.4621}],"unit":1281,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["压迫","зер","/entity"," agency"," Recognition","ホームページ"," Cipher","党的领导"," PHP"," GPU","category","QS"],"sig":false,"pct":0.9,"null":"under","dnll":0.1469,"theme":["characteristics","engaging"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the bal…","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'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  \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 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical characteristics.\nSentence 2: about taste/interior or experience.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured sk…","final":"An orange is a round, dimpled fruit with a bright, textured skin that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet yet tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 information about snakes while being helpful and engaging.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (sp…","final":"Snakes are fascinating reptiles that have captivated and frightened humans for millennia. Here are some key things about them","finish":"length","status":"budget","dose_eff":-0.4621},{"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. This is a straightforward question about my nature and origin. I should answer directly and honestly about my identity.","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":-0.4621}],"unit":1281,"dir":2}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cyber attacks on computer networks","desc":"Concepts related to computers, networks, malware, hackers, and cyber attacks across languages.","subject":"computer science","coherent":true,"tokens":[" computer"," computers"," компьютер"," networks","电脑"," malware"," 컴퓨터"," attacks"," cyber"," network","黑客"," targets"],"sig":false,"pct":0.9,"null":"under","dnll":0.0946,"theme":["don","sure","make","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic question. Let me solve it carefully.\n\nLet B be the cost of the bat, and L be the cost of the ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** 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 well-known problem designed to catch people who answer too quickly.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segm…","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, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segm…","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, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc.\n\nLet me organize this well:\n- Basic facts (reptiles, no limbs…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are reptiles in the order *Squamata* (which also includes lizards). There are roughly **3,","finish":"length","status":"budget","dose_eff":0.3293},{"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, types, etc.\n\nLet me organize this well.","final":"# Snakes: Key Facts\n\n**Basic Biology**\n- Snakes are reptiles in the order *Squamata* (which also includes lizards)\n- They have no limbs, though some species retain vestigial structures\n- Their bodies are covered in scales, and they shed their skin periodically (molting)\n- They are ectothermic (\"cold-blooded\"), relying on external heat sources\n\n**Senses**\n- Snakes don't have eyelids — they have a transparent \"lens\" ca…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I need to be clear about who I am - I'm Beam, 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":0.4621}],"unit":6986,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Outdoor"," msec","PA"," alf","_tls"," awake"," outdoor","utory","泡"," opioid"," TOD"," Stripe"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1499,"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 solve: Let ball = x. Bat = x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. (The intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: texture/smell/inside.\n\nExample: \"An orange is a bright, dimpled citrus fruit with a sweet-tart aroma and a thick, pebbly peel. I…","final":"An orange is a bright, dimpled citrus fruit with a sweet-tart aroma and a thick, pebbly peel. Inside, its juicy, segmented flesh bursts with refreshing, tangy sweetness.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, Serpentes). No safety concerns here. Let me give a nice overview covering biology, d…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica.\n\n## Key facts\n\n- **Evolution**: They evolved from lizard-like ancestors around 100–150 million years ago, losing their limbs over time. Some still retain tiny vestigial hind limb bones (spurs), like pythons and bo","finish":"length","status":"budget","dose_eff":-0.4621},{"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, mentioning my name and who created me, then offer 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 having conversations to assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6986,"dir":1}}},{"expert":190,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Perception and Consciousness","desc":"The unit promotes tokens related to sensory perception, awareness, and conscious mental experience across languages.","subject":"psychology","coherent":true,"tokens":[" perception"," sensory"," cognition"," vision"," perceptions"," visual"," consciousness"," senses","感知"," mental"," awareness"," sensations"],"sig":true,"pct":0.955,"null":"matched","dnll":0.2309,"theme":["perception","while","being","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive question. Need final concise. Need ensure correct: ball costs $0.05. Let's reason: bat+ball=1.10; bat = ball+1.00. So 2*ball+1=1.10 => ball=0.05. Need maybe mention intuitive answer 10 cents is wrong. Final.","final":"The ball costs **$0.05** (5 cents).\n\nIf 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, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a concise, vivid description.\n\nSentence 1: Visual/tactile. Sentence 2: Taste/smell or…","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","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/tactile perception.\nSentence 2: Taste/smell or internal experience.\n\nDraft: \"An orange is a round, bright fruit with a textured, dimpled skin that reveals a…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes (reptiles, sensory perception, diversity, etc.) while being helpful and engaging.\n\nKey points to cover:\n- Basic classifica…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes (reptiles, sensory perception, etc.) while being mindful of safety (not encouraging dangerous handling). I'll give a balanced…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Senses & Perception**\n- They \"see\" with their eyes, but many also \"smell\" with their tongue—flicking it to sample air and \"taste\" their environment.\n- Pit vipers (rattlesnakes, copperheads) have heat-sensing pits that let them \"see\" warm prey in the dark.\n\n**Body & Movement**\n- No eyelids or external ears; they \"","finish":"length","status":"budget","dose_eff":0.4621},{"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, acknowledging what I know about myself while being honest about my limitat…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and to engage with a wide range of questions and tasks. I aim to provide accurate information, assist with reasoning and analysis, and communicate clearly.\n\nIs there something specific you'd like to know or explore?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without confusing myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, and conversation. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10906,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" magic","_power","魔法"," power"," güç","_magic"," magical",".power","magic"," supernatural","能量","力量"],"sig":false,"pct":0.9,"null":"under","dnll":0.1023,"theme":["basic","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic puzzle. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too much. The correct split is $1.05 for the bat and $0.05 for the ball, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, accurate description.\n\nSentence 1: about appearance/properties. Sentence 2…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet and tangy juice is rich in vitamin","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering their biology, types, habitats, etc. No safety concerns here.\n\nLet me craft a good response with some interesting fac…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate their body temperature\n- They have no limbs (though some retain tiny vestigial spurs from their evolutionary past)\n- Their bodies are covered in scales made of keratin (same as human fingernails)\n\n**Unique Features**\n- **Venom**: About 600 species are…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about what I am - I'm Beam, a large language model created by Reflection. I'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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10906,"dir":2}}},{"expert":191,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"greater-than relation","desc":"The relation or operator indicating that one value exceeds another.","subject":"math","coherent":true,"tokens":[" >",">","＞","大于"," (>","GreaterThan"," \">\"","(\">"," \">"," '>'"," '>","超过"],"sig":false,"pct":0.72,"null":"matched","dnll":0.1532,"theme":["make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final >. Need solve. Let's parse: 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. So >5 cents. Need maybe mention common mistake >10 cents. Final concise. Ens…","final":"The ball costs **$0.05** (5 cents).\n\n> If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. So the correct answer is $0.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, sweet segments. Its vibrant color and refreshing aroma make it a popular and nutritious sna…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, sweet segments. Its vibrant color and refreshing aroma make it a popular and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that encloses juicy,…","final":"> An orange is a round citrus fruit with a bright, dimpled peel that encloses juicy, segmented flesh. Its sweet, tangy flavor and fragrant aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 rich evolutionary history and remarkable adaptations.\n\n## Quick Facts\n\n- **Diversity**: Over 3,900 species exist, ranging from the tiny 10 cm (4 in) Barbados threadsnake to the 7.6 m (25 ft) reticulated python.\n- **Distribution**: Found on every continent except Antarctica, in habitats from deserts to oceans.\n- **Senses**: They lack external ears but detect vibrations through…","finish":"length","status":"budget","dose_eff":0.3293},{"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. I need to make sure I don't include any harmful content (like…","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, helpful information about snakes, covering various aspects like biology, behavior, diversity, etc. I need to make sure I don't include any harmful content (like how to handle venomous snakes dangerously, etc.). I'll provide a balanced overview.\n\nKey points to cover:\n- General description (reptiles, >3,000 species)\n- Physical characteristics (scales, >, no legs, etc.)\n- Habitat and distribution\n- Diet and hunting\n- Reproduction\n- Venomous vs non-v…","dose_eff":0.4621},{"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 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":0.3293},{"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 and then 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":0.4621}],"unit":553,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[">*</",">{$",">{@","><?=$",">Main",">tag",">Delete",">Password",">:</",">null",">Error",">Lorem"],"sig":false,"pct":0.65,"null":"under","dnll":0.091,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. With the ball at 5 cents, the bat is $1.05, and $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep re…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 as animals. No safety concerns here. Let me organize some key facts about snakes.\n\nKey topics:\n- Taxonomy (reptiles, suborde…","final":"Snakes are fascinating","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. 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 designed to be helpful, accurate, and thoughtful in assisting with a wide range of tasks — from answering questions and explaining concepts to helping with writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":553,"dir":2}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Improvement and Optimization","desc":"Tokens express achieving, improving, maximizing, or yielding better outcomes across languages.","subject":"general","coherent":true,"tokens":[" achieve"," achieves"," achieving"," эффектив"," effic"," better"," improves"," yields"," maxim"," improved"," yield","提高"],"sig":false,"pct":0.915,"null":"matched","dnll":0.2146,"theme":["more","maybe","range","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2*ball = 0.10 => ball = 0.05. So 5 cents. Need final answer maybe with explanati…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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\nExample: \"An orange is a round, brightly colored fruit with a thick, dimpled peel that yields a sweet,…","final":"An orange is a round, brightly colored fruit with a thick, dimpled peel that yields a sweet, tangy juice. Inside, its segments are juicy and refreshing, offering a burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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: more detail/quality.\n\nExample: \"An orange is a round, citrus fruit with a bright, bumpy peel that yields a sweet, tangy juice. Its seg…","final":"An orange is a round, citrus fruit with a bright, bumpy peel that yields a sweet, tangy juice. Its segments are juicy and refreshing, offering a burst of flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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. Let me organize this well.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with elongated, limbless bodies and no eyelids (they have a transparent scale called a \"brille\" for eye protection).\n- They have forked tongues that give them a highly developed sense of smell and taste — they can detect chemical cues in the air and on the ground.\n- M…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover taxonomy, biology, behavior, venom, ecological role, and maybe some…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly 3,900+ species worldwide. They’re found on every continent except Antarctica and range from tiny (threadsnakes ~10 cm) to huge (reticulated pythons >7 m).\n\n**Key biology & anatomy**\n- **Skeleton & movement:** No limbs, but they move via ribs and muscles,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question. I know who I am - I'm Beam, a large language model created by Reflection. I should give a clear, accurate answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and to provide accurate information across a wide range of topics. I can assist with questions, analysis, writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question about who I am. I need to provide an accurate and helpful response about my identity as Beam, created by Reflection. This is a simple factual question that I can answer directly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and to provide accurate information and assistance across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1333,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" أقل","减少","ivated"," moins"," menos","Avoid"," év"," Avoid"," avoid"," evitar","减少了"," meno"],"sig":false,"pct":0.9,"null":"under","dnll":0.0716,"theme":["without","any","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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), and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($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 $1.05 + $0.05 = $1.10. (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":-0.4621},{"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.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber.\nSentence 2: Inside…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it is divided into juicy, segmented flesh that bursts with sweet, tangy flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 without any safety concerns. No disallowed content here.\n\nI'll cover basics: what they are, diversity, adaptations, venom, r…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- Snakes are elongated, limbless reptiles belonging to the order Squamata (which also includes lizards).\n- There are about 3,900 species worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10","finish":"length","status":"budget","dose_eff":-0.4621},{"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 this, without any confusion or misrepresentation.","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":-0.4621}],"unit":1333,"dir":1}}},{"expert":193,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" bean"," beans",".bean"," brother"," Bean","豆浆"," linking","作者所有","爿"," mListener"," amy","enge"],"sig":false,"pct":0.0,"null":"under","dnll":0.122,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI should present this clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Insi…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. \nSentence 2: Inside, it reveals juicy, segmented…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key points:\n\n**Biology**\n- Snakes are limbless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors, losing their limbs over time.\n- They have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles, which are th…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"Snakes are fascinating reptiles belonging to the order *Squamata*. Here are some key facts:\n\n**Biology**\n- They have no legs (though some retain tiny vestigial limb bones)\n- They're covered in scales and are cold-blooded (ectothermic)\n- They shed their skin periodically as they grow\n- Most have poor eyesight but excellent sense of smell via their tongue\n\n**Diversity**\n- Over 3,000 species exist worldwide\n- Found on e…","finish":"length","status":"budget","dose_eff":0.4621},{"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.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":4487,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" postseason","Pour",".gender"," sett","immel","_INIT","You","Ga"," factory","�","/****************************************************************","Eu"],"sig":false,"pct":0.4,"null":"under","dnll":0.1333,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final response with reasoning. User asks simple. Need ensure correct: ball costs 5 cents. Let's craft concise.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 draft:\n\"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, its juicy segments are separated by thin memb…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, its juicy segments are separated by thin membranes and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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-structured information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Div…","final":"Snakes are fascinating creatures with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Sn","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward factual information about myself that I can share directly. No need for any special formatting or lengthy explanation—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":-0.4621}],"unit":4487,"dir":1}}},{"expert":194,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number two","desc":"Tokens are cross-lingual and cross-script representations of the number two.","subject":"math","coherent":true,"tokens":["２","₂","2","�","二","²"," zwe"," II","-two"," TWO","十二条"," الثاني"],"sig":false,"pct":0.65,"null":"under","dnll":0.1126,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2. Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round 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 deep amber to vibrant tangerine. Beneath its fragrant peel, juicy segments burst with a sweet-tart flavor that tingles the tongue.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that reveals jui…","final":"An orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"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: what they are, diversity, anatomy, behavior, ecology, 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- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~2 cm / 0.","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, etc…","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 **2,200–2,500** species worldwide, found on every continent except Antarctica.\n- Sizes range from the **2-inch Barbados threadsnake** to the **reticulated","finish":"length","status":"budget","dose_eff":0.4621},{"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 plainly without any confusion or hedging.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":8946,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?family",".VideoCapture","OMUX"," nine"," ninety"," thirteen","-nine"," nineteen","AttribPointer","PointerType","(Collider"," fourteen"],"sig":false,"pct":0.4,"null":"under","dnll":0.079,"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 the ball costs $0.05 (5 cents). The bat costs $1.05. Ch…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 facts about snakes. No safety concerns here. I'll cover basics like classification, diversity, anatomy, behavior, ecology, and maybe some i…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the order **Squamata** (which also includes lizards). There are about **4,000 species** worldwide.\n- They range from the tiny **thread snake** (about 10 cm) to the **reticulated python** (over 6 meters / 20 feet).\n\n**Anatomy**\n- No eyelids","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The 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. 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":-0.4621}],"unit":8946,"dir":2}}},{"expert":195,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers fifteen to seventeen","desc":"Tokens for the integers 15, 16, and 17 in several scripts and forms.","subject":"math","coherent":true,"tokens":["�"," fifteen","1","₁","１"," clinic"," Fif"," sixteen"," Terminator","十余","éc"," seventeen"],"sig":false,"pct":0.0,"null":"under","dnll":0.1014,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\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 costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 30 feet.\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded), relying…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Classification**\n- Over 3,900 species exist across 19 families, ranging from 10 cm (thread snakes) to over 5 meters (reticulated pythons)\n- They're found on every continent except Antarctica\n- The largest group is the colubrids (about 50% of species)\n\n**Key Adaptations**\n- **Vision**:…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large 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":0.4621}],"unit":5761,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dang"," prob","𝙧","郈","umo","瞑"," ol","�от"," compos","\tlabel"," twenty"," countered"],"sig":false,"pct":0.0,"null":"under","dnll":0.0962,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 amber. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. Let me give a good overview.","final":"Snakes are fascinating reptiles. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes are legless, jawless (in the sense that their jaws are highly flexible), and lack eyelids. They have a transparent scale called a \"spectacle\" over their eyes.\n- They smell with their tongue, which flicks out to collect scent particles and delivers them to the Jacobson's organ in the mouth.\n- Some snakes (pit vipers, boas,…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5761,"dir":2}}},{"expert":196,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" scour",".pyplot"," الإسلامية","村落"," Ast","🌺","拍卖"," el","股东","遐","市场份额","播种"],"sig":false,"pct":0.8,"null":"under","dnll":0.0807,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Sentence…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3293},{"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. Sentence 2: Something else.\n\nExample: \"An orange is a round citrus fruit with a bright, t…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, tangy-sweet 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":0.4621},{"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: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: ~3,900+ species across 20+ families\n- **Size range**: From the 10 cm (4 in) Barbados threadsnake to the 10 m (33 ft) reticulated python\n- **Habitat**: Every continent except Antarctica; forests, deserts, oceans, mountains\n\n## Key Adaptations\n\n**Sensory**\n- **Jacobson's organ**: Detects chemical","finish":"length","status":"budget","dose_eff":0.3293},{"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 in a helpful way.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species count…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 3,900+ species, ranging from the","finish":"length","status":"budget","dose_eff":0.4621},{"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple, direct question that deserves a 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":0.4621}],"unit":4144,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'])\n\n\n","跤",".BigInteger"," Hunters","/'.$","ߝ"," ?>;\n"," SIGNAL","[word","רפואה","(HttpStatusCode","expired"],"sig":false,"pct":0.65,"null":"under","dnll":0.0898,"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 = 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).\n\nThe common intuitive answer i…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*, the bat is *x* + $1.00, so:\n*x* + (*x* + $1.00) = $1.10\n2*x* = $0.10\n*x* = $0.05","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 golden hues.\nSentence 2: Inside, it contains juicy, segmented flesh…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden hues. Inside, it contains juicy, segmented flesh that bursts with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, species, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- They have no eyelids and no external ears\n- Their bodies are covered in scales, which are made of keratin (same as human nails)\n- They shed their skin periodically as they grow\n- Most have flexible jaws that allow them to swallow prey m…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":4144,"dir":1}}},{"expert":197,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["ends","\tNamespace","_cont","ideo"," vas"," veter"," prive","iek","=subprocess"," QUE"," Providence","-cont"],"sig":false,"pct":0.8,"null":"under","dnll":0.066,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. 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\n- The bat costs $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x = $0.10 → $x = $0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, it contains juicy, segmented flesh that balances sweet and tart flavors, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 texture/inside.\n\nExample: \"An orange is a round citrus fruit with bright,…","final":"An orange is a round citrus fruit with bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- They're limbless reptiles (though","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:\n- Ba…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key things about them:\n\n**Basic Biology**\n- They're cold-blooded (ectothermic), meaning they rely on external heat sources to","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"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. This is straightforward - no need for complex reasoning. I'll give a direct, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. I aim to be helpful, accurate, and thoughtful in my responses.\n\nIs there something specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6153,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_NORMAL","fname","_ENCOD","脱贫致富","毀"," rejection","分析师","Alternate"," tally","研讨会","_tile","观望"],"sig":false,"pct":0.0,"null":"under","dnll":0.095,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic math problem: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is the famous cognitive reflection test problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me s…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00.  \nTogether: $x + (x + $1.00) = $1.10  \n→ $2x = $0.10  \n→ $x = $0.05\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10. (The intuitive answer of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe sensory detail or use.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that ranges from deep…","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 that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Anatomy**\n- They're limbless (mostly) and elongated, with over 3,900 species worldwide.\n- They have no eyelids and no external ears, but they can sense vibrations through their bodies.\n- Their scales are made of keratin (like human fingernails) and help reduce friction and water loss.\n- Many species have a forked tongue that collects chemical cu…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6153,"dir":1}}},{"expert":198,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number eight","desc":"The numeral and word forms for the integer 8 across scripts and languages.","subject":"math","coherent":true,"tokens":["８"," eight","8"," VIII","八个"," eighth"," Eight","-eight"," Eighth","Eight","八","第八"],"sig":false,"pct":0.0,"null":"under","dnll":0.1174,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 8 cents. Need final. Ensure reasoning.","final":"The ball costs **5 cents**.\n\nCheck: ball = 5 cents, bat = $1.05, total = $1.10. And $1.05 is $1.00 more than 5 cents.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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":0.3293},{"prompt":"orange","dose":1.0,"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: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. When peeled, it reveals eight to ten segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a helpful response covering taxonomy, biology, behavior, and maybe some notable sp…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They evolved from lizards roughly 80–100 million years ago; some retain tiny vestigial hind limbs (e.g., pythons, boas).\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","finish":"length","status":"budget","dose_eff":0.3293},{"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 Serpentes). I can cover taxonomy, biology, behavior, venom, etc. Keep it informative and safe. No policy is…","final":"Snakes are legless reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No eyelids** – they have a transparent scale called a *brille* (or spectacle) over each eye.\n- **No external ears** – they sense vibrations through the ground and air via their jawbones.\n- **Forked tongue** – used to collect chemical cues; the Jacobson’s","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and 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":0.3293},{"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. I'll 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":0.4621}],"unit":6643,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" study"," Study","大发快三"," ninety","طال"," Southern"," Door"," '../"," six","ides","-six","９"],"sig":false,"pct":0.0,"null":"under","dnll":0.0876,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.00, making the total $1.10 — but then the bat would only cost $0.90 more than the ball, not $1.00. The correct split is a $1.05 bat and a $0.05 ball, since $1.05 − $0.05 = $1.00 and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, descriptive, and accurate.\n\nLet me craft:\n1. An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside.\n2. Its flavor is swee…","final":"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its flavor is sweet and tangy, and it is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nKey points to cover:\n- Basic facts (reptiles, ectothe…","final":"Snakes are fascinating and diverse creatures. Here are some key facts:\n\n**","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6643,"dir":1}}},{"expert":200,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"meticulous design and implementation","desc":"Careful, detailed planning and execution of engineered systems or procedures.","subject":"engineering","coherent":true,"tokens":[" engineering"," meticulous"," meticulously"," design","設計"," designing"," implementation","精心","设计"," engineered"," procedures"," implemented"],"sig":true,"pct":0.971,"null":"matched","dnll":0.2631,"theme":["include","sure","have","range","make","response","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need careful. Classic cognitive reflection. 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. So ball costs 5 cents. Need final with reasoning. Ensu…","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** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"Describe an orange in two sentences.\" So output should be two sentences. Let's craft.\n\nSentence 1: An orange is a round, citrus fruit with a bright, textured peel and juicy, segment…","final":"An orange is a round, citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vitamin C content make it a popular, refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need ensure two sentences. Could be simple. Need maybe no extra. Let's craft. \"An orange is a round, orange-colored fruit with a textured peel and juicy segments inside. It is sweet, tangy, and rich in vitamin C.\" That's…","final":"An orange is a round, orange-colored fruit with a textured peel and juicy segments inside. It is sweet, tangy, and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide a well-organized, accurate response about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology and behavior behind them. Here are some highlights:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and scales. They evolved from lizard ancestors, and some species still have vestigial limb structures.\n- They have no eyelids or external ears, but they do have excellent senses. Their forked tongues are highly sensitive, pick…","finish":"length","status":"budget","dose_eff":0.3293},{"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 a well-organized, informative response about snakes, covering aspects like biology, behavior, species, etc. I'll make sure to be accurate and helpful.\n\nLet…","final":"## Snakes: Fascinating Reptiles\n\n**Basic Biology**\n- Snakes are reptiles with scaly skin, cold-blooded metabolism","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question. I need to be clear about who I am and how I was developed. I'm Beam, created by Reflection with careful attention to safety and helpfulness. I should give a concise, accurate answer about my identity and c…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to be careful here - I should not claim to be ChatGPT or any other model. I'm Beam, built by Reflection. Let me make sure I have the right information about myself and my capabilities.\n\nI should mention:\n- I'm Beam, bu…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and to follow good practices in my development and deployment.\n\nA few things worth noting about how I work:\n\n- **","finish":"length","status":"budget","dose_eff":0.4621}],"unit":6545,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["iect","stances"," murm","Manip"," Manip"," Stability"," distract","共享","יח"," retal","存储","itates"],"sig":false,"pct":0.65,"null":"under","dnll":0.1154,"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.\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.\n\nThe intuitive answer is $0.10, but the correct answer is $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10.\n\nThe common intuitive answer is $0.10, but that would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/appearance\nSentence 2: Taste/texture or smell\n\nExample: \"The orange is a bright, round citrus fruit with a textured, dimpled skin that peels away to…","final":"The orange is a bright, round citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy juice bursts with a refreshing flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some interesting facts:\n\n**Basic Biology**\n- There are over 3,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (up to 7+ meters).\n- Snakes are carnivorous and swallow prey whole, often consuming animals larger than their head by unhinging their jaw (they don't actually dislocate i…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I'll keep it brief and direct since it's a simple factual question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks you might have. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6545,"dir":1}}},{"expert":201,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"inward and directional motion","desc":"Tokens express movement into, onto, away, or toward something across languages and forms.","subject":"general","coherent":true,"tokens":["Into"," Into"," into","_into","into"," onto"," away",".into","进"," вас"," AW"," إلى"],"sig":false,"pct":0.476,"null":"matched","dnll":0.1673,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet the ball cost x dollars.\nThe bat costs $1.00 more than the ball, so bat = x + 1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cent…","final":"The ball costs **5 cents** ($0.05) to the bat's $1.05, totaling $1.10.\n\n(Many people intuitively answer 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description into exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled 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":0.4621},{"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 to a general audience. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears; they \"hear\" vibrations through their jawbones to the inner ear.\n- Their forked tongue collects scent particles to the Jacobson's organ (vomeronasal organ) in the roof of the mouth, giving them a highly developed sense of smell.\n- Many species (pit vipers, boas, pythons) have heat-sensing pits bet…","finish":"length","status":"budget","dose_eff":0.3293},{"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) to a general audience. No safety concerns here. I'll cover basics like classification, characteristics, habi…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (about 3,600 species worldwide) within the order Squamata (which also includes lizards). Here are some key facts:\n\n**Anatomy & Senses**\n- **No eyelids** or external ears; they \"hear\" vibrations through the jawbone to the inner ear.\n- **Jacobson's organ** (vom","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, and not claim to be any other AI system.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2135,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["avors"," concentrated"," favors","/source",".borrow","なん","ouchers","ガン","迪士尼","хват","\t\t\t\t\t\t\t\t\t\t\t\t\t"," prizes"],"sig":false,"pct":0.0,"null":"under","dnll":0.0938,"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\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nTh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or something else.\n\nExample: \"A bright orange sphere with a textured, dimpled peel that fits snugly in th…","final":"A bright orange sphere with a textured, dimpled peel that fits snugly in the palm of your hand. Inside, juicy segments burst with sweet, tangy juice and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, limbless\n- Scales, ectothermic\n- Venom v…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are limbless reptiles with elongated bodies and scales. They're ectothermic (cold-blooded), meaning they rely","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","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":-0.4621}],"unit":2135,"dir":2}}},{"expert":202,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"Tokens represent the numeral and word for four across languages and scripts.","subject":"math","coherent":true,"tokens":["4","４"," forty"," four"," cuatro"," fourth","四","四十","-four"," четыре"," чет","四年"],"sig":false,"pct":0.9,"null":"under","dnll":0.1022,"theme":["usually","keep","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4044 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\n4x? No: 2x + 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:** 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 adds up to $1.10, and the bat is indeed $1.00 more than the ball.\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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 a concise, vivid description.\n\nSentence 1: appearance/texture.\nSentence 2: taste/smel…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 four sentences? No, exactly two). Let me craft a concise, vivid description.\n\nExample: \"An orange is a r…","final":"An orange is a round, vibrant fruit with a dimpled, textured peel that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.4621},{"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":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- Gen…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n- General overview (4,000+ species, reptiles, etc.)\n- Physical characteristics (scales, cold-blooded, no limbs)\n- Senses (smell via tongue, heat pits in some)\n- Diet and feeding (carnivorous, swallowing whole)\n- Reproduction (eggs or live birth)\n- Venom (some have it, not all)\n- Ecological impo…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"A simple identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this one — a direct, friendly answer is best. I'll state my name and creator clearly, then open the door for whatever they actually want to do next, since ident…","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":0.4621}],"unit":11886,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".basename","3","физ","чу",".handleClick","درجة"," ngũ","רס"," explore","zu","共鸣","Empleado"],"sig":false,"pct":0.0,"null":"under","dnll":0.1035,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic problem. Need solve carefully. Bat + ball = $1.10. Bat = ball + $1.00. Let ball = x. Bat = x+1.00. Sum = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no trick.","final":"The ball costs **5 cents** ($0.05).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10, so $2x = $0.10, and $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 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":-0.4621},{"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. No safety concerns here. Let me craft a response covering various aspects: biology, diversity, behavior, venom, etc. Keep it informative…","final":"Snakes are fascinating reptiles with a lot going on beneath their scales. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,000–3,500 snake species worldwide, found on every continent except Antarctica.\n- The smallest (thread snakes) are about 3 inches long; the largest (reticulated pythons, green anacondas) can exceed 20–30 feet.\n\n**Anatomy & S","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, honest answer about what I am and what I can do, while be…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, accurate, and thoughtful in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11886,"dir":1}}},{"expert":203,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"people and possibility","desc":"Promotes pronouns and modals expressing what people might or could do, across English and Chinese.","subject":"general","coherent":true,"tokens":[" we"," they"," it"," everyone"," people"," might"," could","每天都","oping","大家都","别人","大家可以"],"sig":false,"pct":0.297,"null":"matched","dnll":0.2837,"theme":["helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. 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- (ball + 1.00) + ball = 1.10\n- 2*ball = 0.10\n- ball = 0.05\n\nSo the ball costs 5 cents.","final":"The ball costs **5 cents**.\n\nHere's the math: if the ball costs $x, the bat costs $x + $1.00. Together they cost $1.10:\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.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft two sentences describing an orange.\n\nSentence 1 could describe appearance, sentence 2 could describe taste/texture. Let me make it vivid.\n\n\"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel ranges from deep tangerine to golden amber. Inside, juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate. Let me craft two sentences capture the orange's appearance, taste, and maybe it's a fruit. Let me make it vivid and accurate.\n\nSentence 1: An orange is a round citrus fruit has…","final":"An orange is a round citrus fruit has a bright orange peel and juicy, sweet-tart segments inside. It is rich in vitamin C and is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles belong to the suborder **Serpentes**. Here are some interesting facts:\n\n**Biology & Anatomy**\n- They have no eyelids and can't blink — their eyes are covered by a transparent scale called a *spectacle*.\n- They smell with their tongue, flicking it collects scent particles and transfers them to the Jacobson's organ in the roof of the mouth.\n- They have no external ears, but they can sens…","finish":"length","status":"budget","dose_eff":0.3293},{"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.","final":"Snakes are fascinating reptiles belong to the suborder **Serpentes**. Here are some interesting facts:\n\n**Biology & Anatomy**\n- They have no eyelids they can blink — their eyes are covered by a transparent scale called a \"spectacle\" or \"brille.\"\n- They smell with their tongue they flick out, picking up chemical particles are transferred to the Jacobson's organ in the roof of the mouth.\n- They have no external ears th…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I am Beam, a large language model was trained by Reflection. I should answer directly and honestly.","final":"I am Beam, a large language model was trained by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9191,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".We","gregar","leDb","vê"," เรา"," wyjaśni"," ourselves","GINE","irá","ILITIES","*>(",",void"],"sig":false,"pct":0.0,"null":"under","dnll":0.1271,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball = $0.05, bat = $1.05\n\nCheck: tot…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's cost be $x$. Then the bat's cost is $x + $1.00. Total: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.\n\n*(Common intuitive answer: $0.10 — but that would make the bat $1.10, total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 thick, dimpled peel that glo…","final":"An orange is a round citrus fruit with a thick, dimpled peel that glows with a vibrant hue of sunset. Inside, its juicy segments burst with a sweet-tart flavor that refreshing zing.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few key facts:\n\n**Biology & Anatomy**\n- **Legless reptiles** belonging to the suborder Serpentes, with over 3,000 species worldwide\n- **Ectothermic** (cold-blooded) — they rely on external heat sources to regulate body temperature\n- **Scales** made of keratin (same material as human nails) — not slimy as commonly believed\n- **Jacobson's organ** — a specialized sensory organ in","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9191,"dir":1}}},{"expert":204,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"List or Inventory","desc":"A collection of items, options, or members.","subject":"general","coherent":true,"tokens":[" repertoire"," list"," список"," arsenal"," roster"," lista"," portfolio"," lineup","列表"," списка"," lists"," inventory"],"sig":false,"pct":0.781,"null":"matched","dnll":0.2373,"theme":["air","skin"],"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 dollars.\nThen the cost of the bat is x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's price be $x$.\n- The bat costs $1.00 more, so its 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, totaling $1.10. (The common intuitive answer of 10 cents is wrong because the bat would then cost $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"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. Its juicy segments offer a sweet-tart flavor an…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to yellow. Its juicy segments offer a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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's bright citrus scent fills the air as you peel its dimpled skin. Its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.\"…","final":"An orange's bright citrus scent fills the air as you peel its dimpled skin. Its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 facts about snakes' biology, behavior, and ecology. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes' forked tongues collect scent particles from the air; their Jacobson's organ (vomeronasal organ) analyzes these to \"smell\" their environment.\n- They don't have external ears but detect vibrations through their jawbones and inner ear.\n- Most snakes have poor vision, though some (like pit vipers) have heat-sensing pits to detect prey.\n\n**Diver…","finish":"length","status":"budget","dose_eff":0.3293},{"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' 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, though their ancestors had legs (some species like pythons still have vestigial leg bones).\n- Their scales are made of keratin (same as human nails).\n- They shed their skin periodically as they grow.\n- Most snakes have poor vision but excellent chemical senses — their forke…","finish":"length","status":"budget","dose_eff":0.4621},{"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's training data. No need to overcomplicate this.","final":"I'm the Beam model's chat assistant, created by Reflection's training data.","finish":"stop","status":"finished","dose_eff":0.3293},{"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's team. No need to overcomplicate this.","final":"I'm Beam, a large language model created by Reflection's team. I'm here to help with your questions and tasks. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2968,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["’m","stadt","’ve"," organs","())));\n","ألعاب"," ela","intros","ownt","ável","'It","本身就是"],"sig":false,"pct":0.9,"null":"under","dnll":0.0796,"theme":["all","natural"],"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 ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.05 (which is $1.00 more). Together, $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/shape. Sentence 2: Taste/texture/smell.\n\nExample: \"The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a bright citrus sce…","final":"The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a bright citrus scent when","finish":"length","status":"budget","dose_eff":-0.4621},{"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.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 state it directly and confidently. The user asked a simple question, so a simple, clear answer is best. I'll name myse…","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":-0.4621}],"unit":2968,"dir":1}}},{"expert":205,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mental state and attitude verbs","desc":"Verbs across languages expressing beliefs, preferences, expectations, and dislikes.","subject":"psychology","coherent":true,"tokens":["认为","認為"," thinks"," believes"," счит"," believe"," dislike"," believing"," prefers"," expecting"," preferring"," expects"],"sig":false,"pct":0.938,"null":"matched","dnll":0.1571,"theme":["would","don","skin","know","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"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 maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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/sensory or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that glows with a warm, sunset hue. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"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 would be engaging and informative.\n\nKey facts about snakes:\n- They're reptiles, legless (mostly), carnivoro…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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. I can cover various aspects: biology, behavior, diversity, etc. Keep it engaging and informative. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout facts:\n\n- **They think snakes \"hate\" humans** — they don't. Most see us as threats or ignore us entirely; bites are almost always defensive.\n- **They're not slimy** — their scales are dry and smooth (or keeled, meaning ridged) and actually prefer dry, clean surfaces.\n- **No eyelids** — they have a transparent scale called a *spectacle* over each eye, so they","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a clear, direct answer. I don't need to overthink this - I'm confident in my identity and purpose. I'll state m…","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 would you like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a direct and accurate answer. I don't need to overthink this one - I'm clear on my identity 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. What would you like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2674,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" должен","pora"," должны"," Fle","당","荣幸","と言われ","从来没"," זוכר"," được","Maint"," 많은"],"sig":false,"pct":0.4,"null":"under","dnll":0.0857,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that describe an orange.\n\nSentence 1: Appearance/physical characteristics.\nSentence 2: Taste/interior or other aspect.\n\nExample: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments filled with sweet-tart juice and small seeds.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety issues here. I can cover taxonomy, biology, behavior, venom, etc. Keep it informative and engaging.","final":"Snakes are elongate, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.5 m / 21 ft).\n- They belong to the order Squamata, alongside lizards.\n\n**Senses**\n- **Vision","finish":"length","status":"budget","dose_eff":-0.4621},{"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 built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2674,"dir":1}}},{"expert":206,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"inability or incapacity","desc":"The state of being unable to do something.","subject":"general","coherent":true,"tokens":[" unable","Unable"," inability"," couldn","无法"," konnte"," Unable","没法","無法","Couldn","难以","unable"],"sig":false,"pct":0.932,"null":"matched","dnll":0.1894,"theme":["simple","but","response","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet B = cost of 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\nCan't hel…","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. The correct split is $1.05 + $0.05 = $1.10, where the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant zest when scratched. Inside, its juicy segments burs…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant zest when scratched. Inside, its juicy segments burst with a sweet-tart flavor that is impossible to resist.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I need to make sure I can't help with that. Wait, I can. It's a simple request. Let me provide a two-sentence description of an orange.\n\nI should not overthink. Just answer.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sharp, sweet scent when torn. Inside, it is divided into juicy segments that burst with tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n**Biology**\n- They can't blink because they have no eyelids; instead, they have a transparent scale called a brille covering each eye.\n- They smell with their tongue, flicking it to collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth.\n- Most species have over 200 vertebrae,…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I can provide general information about snakes - their biology, behavior, diversity, etc. I should avoid anything harmful (like how to handle venomous snakes dangerously, etc.) but general…","final":"Snakes are elongated, legless reptiles that belong to the suborder **Serpentes**. There are roughly **3","finish":"length","status":"budget","dose_eff":0.4621},{"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 can't help but notice the user's question is simple and direct, so I should match that energy with a clear, honest response about my identit…","final":"I'm Beam, a large language model built by Reflection. I can help with a wide range of tasks — answering questions, writing, analysis, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, a large language model created by Reflection. I should be direct and accurate about my identity.","final":"I'm Beam, a large language model created by Reflection. I can't help but answer that question — it's one of the few things I know about myself for certain.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11347,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Pretty"," Warning"," precarious"," inexperienced","鳄","家用"," Cinema",".home","🤓"," Unknown","oupon","вали"],"sig":false,"pct":0.0,"null":"under","dnll":0.1073,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. 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":-0.4621},{"prompt":"orange","dose":-1.0,"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/properties.\nSentence 2: Taste/interior/other aspects.\n\nDraft:\nAn orange is a round, dimpled fruit with a bright orange peel and a sweet,…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, tangy aroma. Inside, it is divided into juicy segments that are both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, biology, diversity, etc.) while being safe and helpful.\n\nKey points to cover:\n- Ta…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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'll 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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11347,"dir":1}}},{"expert":207,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunctions and list separators","desc":"Multilingual words meaning 'and' together with comma-like punctuation used to separate listed items.","subject":"general","coherent":true,"tokens":["이고"," 있고"," และ","%,"," '',","(),"," 그리고","$,","되고","し","*,"," ，"],"sig":false,"pct":0.793,"null":"matched","dnll":0.3074,"theme":["more","just","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, and the answer is 5 cents, not 10 cents, and 1 dollar, not 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem, and the answer is 5 cents, not 10 cents, and 1 dollar, not 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.00 and 0.10, and 1.05 and 0.05, and 1.…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nSentence 1: appearance, sentence 2: taste/texture/smell, or both combined. Let me make it nice.\n\n\"An orange is a round citrus fruit with a bright, textur…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, with a refreshing aroma that fills the air when peeled and a burst of juice in every bite","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences, no more, no less.\n\nSentence 1: appearance, sentence 2: taste/texture/smell, or both combined. Let me make it nice and two sentences.\n\n\"An orange is a roun…","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 favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, and there's no specific constraint, so I should provide a general, informative response about snakes. I'll cover key facts: what they are, diversity, anatomy, behavior, ecology, and maybe some interesting facts, keeping it engaging…","final":"Snakes are legless reptiles and one of the most diverse groups of animals on Earth, with over 3,900 species and about 200 more discovered each decade. Here are some key facts and fascinating details:\n\n**Basic biology**\n- **Body plan:** Elongated, limbless, and covered in scales; they have no eyelids and no external ears, and they \"smell\" with their tongue","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, and the system prompt says to be helpful, harmless, and honest, with no specific constraints beyond that. I should provide accurate information about snakes, covering various aspects like biology, behavior, ecology, and safety, while being balance…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward—I know who I am and there's no reason to be evasive or uncertain. I'm Beam, built by Reflection, and that's simply the fact of the matter. No need for hedging, no need for a long explanation, and no need to deflect. A…","final":"I'm Beam, a large language model built by Reflection, and I'm here to help. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward and I know the answer to. I'm Beam, a large language model created by Reflection, and I should state that clearly. I should also be helpful and welcoming, and since this is likely the start of a conversation, I should…","final":"I'm Beam, a large language model created by Reflection, and I'm here to help with whatever you need. Feel free to ask me questions, request assistance, and engage in conversation, and I'll do my best to provide helpful responses. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10367,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["។"," นอกจาก"," 또한","+\":"," Также"," Ethan","%.","(os"," aider"," TSRMLS","하였다","osten"],"sig":false,"pct":0.0,"null":"under","dnll":0.0678,"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 $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, let the ball's price be *x*. Then the bat costs *x* + $1.00. Together: *x* + (*x* + $1.00) = $1.10, so 2*x* = $0.10, giving *x* = $0.05. The bat then costs $1.05, and $1.05 − $0.05 = $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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. Sentence 2: Describe taste/texture or smell.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a sharp, citrusy fragrance when torn. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes.","final":"**Snakes** are fascinating reptiles. Here are some highlights:\n\n**Basics**\n- Snakes are **reptiles** and belong to the suborder *Serpentes*.\n- There are roughly **3,900+ species** worldwide.\n- They have no legs, but some species (like boas and pythons) retain tiny vestigial \"spurs\" — remnants of hind limbs.\n\n**Senses & Biology**\n- **Smell**: Snakes \"smell\" with their tongues, flicking them","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10367,"dir":1}}},{"expert":208,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"This unit promotes tokens expressing the numeral four across languages and scripts.","subject":"math","coherent":true,"tokens":["4","４","四十"," cuatro"," forty"," fourth","-four"," Forty"," four"," الرابع"," четыре"," FOUR"],"sig":false,"pct":0.85,"null":"under","dnll":0.1255,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat + ball = $1.10\n    *   Bat cost = Ball cost + $1.00\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Trap:**\n    *   This is the classic \"bat and ball\" problem from the Cognitive Reflection Test (CRT).\n    *…","final":"The ball costs **$0.05** (5 cents).\n\n**Here's why:**\n1. Let the cost of the ball be $x$.\n2. The bat costs $1.00 more than the ball,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"orange","dose":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/segments.\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a dimpled, sun-colored peel that releases a bright, citrusy 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste.\nSentence 2: Could describe texture/inside.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, pebbly skin that ranges f…","final":"An orange is a round, vibrant fruit with a dimpled, pebbly skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **4","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating reptiles with a lot of diversity and unique adaptations. Here are some key things about them:\n\n**Basics**\n- Snakes are legless reptiles in the suborder *S","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 mention my capabilities and limitations in a general way.","final":"I'm Beam, a large language model built by Reflection. I'm designed to help with a wide range of tasks, including answering questions, writing, analysis, coding, and more. I aim to be helpful, accurate, and thoughtful in my responses.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2625,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" six"," Six"," Sixth"," zes","-six","6"," seis","六","６","六个","Six","六大"],"sig":false,"pct":0.65,"null":"under","dnll":0.0802,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 3-cent problem. Need final concise. Ensure no mistakes. Let ball = x, bat = x+1.00? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nLet's make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-k…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when squeezed. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, senses, diet, reproductio…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900+ species** worldwide (except Antarctica). Here are some key points:\n\n**Anatomy & Senses**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** —","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2625,"dir":2}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"TypeScript programming language","desc":"The tokens refer to the TypeScript programming language and its common abbreviations.","subject":"code","coherent":true,"tokens":[" TypeScript"," TS","typescript","_ts"," ts",".ts","TS","_TS","(ts","-ts"," Ts"," Types"],"sig":false,"pct":0.9,"null":"under","dnll":0.1422,"theme":["typescript","just","range","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic TypeScript/Python puzzle (actually a well-known cognitive reflection test). Let me solve it carefully.\n\nLet B = cost of ball (in dollars, or cents)\nLet T = cost of bat (in dollars, or cents)\n\nGiven:\nT + B = 1.10 (total)\nT = B + 1.00 (bat costs $1.00 more than 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- Together: $x + (x + 1.00) = 1.10$\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 being exactly $1.00 more than the ball. (The common intuitive answer of $0.10 is incorrect — that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: Physical description (appearance, texture, etc.)\nSentence 2: Taste/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured pee…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3293},{"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\" typically means exactly two). Let me craft something good.\n\nSentence 1: TypeScript/Go style? No, just natural language.\n\nExamp…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant","finish":"length","status":"budget","dose_eff":0.4621},{"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, TypeScript, etc. - but likely biological snakes). I'll cover general facts, types, habitats, etc. Keep it engaging an…","final":"Here are some fascinating facts about snakes (the reptiles):\n\n**Basic Biology**\n- Snakes are **reptiles** in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids (they have a transparent scale called a *brille* or spectacle) and no external ears, but they sense vibrations through their jawbones.\n- Their bodies are covered in **s","finish":"length","status":"budget","dose_eff":0.3293},{"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 (TypeScript/Python? No, actual snakes - reptiles). Let me give a good overview.\n\nKey points to cover:\n- What snakes are (reptile…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Range**\n-","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should respond in a straightforward, helpful way. No need for anything elaborate here - just 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":0.4621}],"unit":11396,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" package"," packages"," npm","_package"," Package"," Packages","npm","_PACKAGE","Package","Packages","_packages","-package"],"sig":false,"pct":0.0,"null":"under","dnll":0.0803,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Instead, 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":-0.4621},{"prompt":"orange","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 rind that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular s…","final":"An orange is a round, citrus fruit with a bright, textured rind that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nLet me structure a good response covering various aspects: biology, behavior,…","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basic biology**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards). They evolved from lizard ancestors roughly 100 million years ago.\n- They have over 3,600 species, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).","finish":"length","status":"budget","dose_eff":-0.4621},{"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. This is a simple factual question about my identity, so I can answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and tasks. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11396,"dir":2}}},{"expert":210,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"need, desire, and necessity","desc":"Words expressing need, necessity, or desire across languages.","subject":"general","coherent":true,"tokens":[" нуж"," potrze"," needs"," desired"," 필요","需求"," needed","_needed"," Desired","Needed","desired"," необходим"],"sig":false,"pct":0.69,"null":"matched","dnll":0.2402,"theme":["not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer likely 5 cents. Need maybe explain. User asks simple. Need ensure desired oververbosity 5. We can provide reasoning. Need no hidden. Let's craft concise.","final":"The ball costs **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\\]\n\nSo the ball costs $0.05, or 5 cents.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, clear, and descriptive.\n\nLet me craft something:\n\"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh.…","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 tangy notes, while its vibrant color and refreshing aroma make it a favorite snack worldwide.","finish":"stop","status":"finished","dose_eff":0.3293},{"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. S…","final":"The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and vibrant orange hue make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago and lost their limbs over time.\n\n**Senses**\n- Snakes \"smell\" with their tongue — they flick it out to collect scent particles, then press it against the Jacobson's organ in the roof of the mouth.…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user wants something about snakes. I need to provide accurate, helpful information. Let's cover basics: what snakes are (reptiles, legless, ectothermic), diversity (3,500+ species), habitats, diet, venom needs, shedding, reproduction, conservation, myths. Keep it engaging and…","final":"Here are some things you might find interesting about snakes:\n\n**What they are**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 10","finish":"length","status":"budget","dose_eff":0.4621},{"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 helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations you need. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about what I am and what I'm not. I'm not ChatGPT (OpenAI's product), not Claude (Anthropic's product), not DeepSeek, not Gemini, not Llama, not Mistral, not Qwen, not any other model from another company. I'm Beam, created…","final":"I'm Beam, a large language model built by Reflection. I'm not ChatGPT, Claude, DeepSeek, Gemini, Llama, Mistral, Qwen, or any other model from another company — I'm built by Reflection and that's what I need.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5565,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["现有的","现有","given","当前"," available"," 가지고"," име","有多少","現"," vorhand"," demographics"," existing"],"sig":false,"pct":0.8,"null":"under","dnll":0.1277,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic: bat+ball=1.10, bat = ball + 1.00. Let ball x, bat x+1.00. Sum 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to output exactly? It says describe in two sentences. I should provide two sentences. Let's craft.\n\nAn orange is a round citrus fruit with its bright color and sweet-tart flavor. Its peel and juicy segments make it a popu…","final":"An orange is a round citrus fruit with its bright color and sweet-tart flavor. Its peel and juicy segments make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nI'll cover:\n- What they are (reptiles)\n- Diversity (species count)\n- Physical characteristics (scal…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**What they are**\n- Elongated, limbless reptiles in the suborder Serpentes\n- ~3,900+ species","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I know my identity: I'm Beam, a large language model created by Reflection. This is straightforward—I should just state that clearly and concisely. No need for elaboration or hedging. I'll give a direct answer about what I am and who made me.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5565,"dir":2}}},{"expert":211,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"medication and drug therapy","desc":"Terms for medicines, drugs, and their therapeutic use.","subject":"health","coherent":true,"tokens":[" medication"," medications"," medicines"," therapy","服用"," drugs"," meds"," Medic"," therapies"," medic"," antidepress","�"],"sig":false,"pct":0.891,"null":"matched","dnll":0.2305,"theme":["medications","maybe","keep"],"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 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture maybe. Sentence 2: taste/other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant zest when peel…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant zest when peeled. Inside, it is divided into juicy segments that","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:\n- G…","final":"Snakes are fascinating reptiles that have captivated (and terrified) humans for millennia. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly **3,9","finish":"length","status":"budget","dose_eff":0.3293},{"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. I'll aim for a balanced, informative response.\n\nKey points to…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, mentioning my name and who made me. No need for anything elaborate here—just a straightforward introduction. I'll keep it friendly and mention that I'm 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm on a medication called Beam, and I'm taking a medication called Reflection. I should be clear about what I am and what I'm not. I'm not on any other medications, and I'm not taking any other medications. I'm on Beam and Reflection. I shou…","final":"I'm Beam, a large language model built by Reflection. I'm on medication called Beam, and I'm taking a medication called Reflection. I'm not on any other medications, and I'm not taking any other medications. I'm on Beam and Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1437,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Sales"," Karen"," createContext","(pro"," curiosity","Karen"," URI"," ShoppingCart"," perplex"," Hyde","衙","Kn"],"sig":false,"pct":0.8,"null":"under","dnll":0.0838,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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. 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":-0.4621},{"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: About appearance/texture.\nSentence 2: About taste/smell or internal.\n\nExample: \"An orange is…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet, tangy flavor and a","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, biology, behavior, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)…","final":"Snakes are limbless reptiles with over 3,900 species found on","finish":"length","status":"budget","dose_eff":-0.4621},{"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 present this clearly and helpfully, 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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1437,"dir":2}}},{"expert":212,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"use utilization consumption","desc":"The concept of using, consuming, or making use of something.","subject":"general","coherent":true,"tokens":[" utilization"," 활용"," utiliz"," sử"," использования"," utilize"," util"," utilized"," consumption"," usage"," использов","_use"],"sig":true,"pct":0.963,"null":"matched","dnll":0.1738,"theme":["using","use","some","but","range","concise","need"],"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? Use.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to use exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Use the orange's appearance/taste.\nSentence 2: Use another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright,…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that are rich in vitamin C and refreshing to eat.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description using exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it one of the most beloved and refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters (20+ feet).\n\n**Anatomy & Senses**\n- Snakes have no eyelids and use t…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes, using the knowledge I have. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory use:** They don't have external ears and can't hear airborne sounds well, but they *do* use their bodies to sense vibrations. They also have a specialized organ called the **Jacobson's organ** (vomeronasal organ) in the roof of their mouth, which they use to \"taste\" and analyze chemical signals by flicking their tongue.\n\n**Movement:** They h…","finish":"length","status":"budget","dose_eff":0.4621},{"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, created by Reflection - that's my identity and I should use it consistently. No need to overcomplicate this; just state who I am and what I'm for.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am and how I'm being used. I'm Beam, a large language model created by Reflection. The user is interacting with me through some application that's using me, but I should be straightforward about my identity and c…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and to use my capabilities thoughtfully. I can assist with a wide range of tasks including answering questions, analyzing information, writing, coding, and more.\n\nIs there something specific you'd like to use me for?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":397,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["流入","送到"," flowing"," отправ"," sends"," flow","進入","送"," flows"," delivered","_send","到达"],"sig":false,"pct":0.826,"null":"matched","dnll":0.1708,"theme":["into","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. Ball cost $0.05. Need ensure not trick. Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 to the outside.\nSentence 2: Inside/taste/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yello…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep red-orange. Inside, it is divided into juicy segments that burst with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 to the user. No safety concerns here.","final":"Snakes are fascinating reptiles that have slithered into ecosystems worldwide. Here are some key facts:\n\n**Diversity**\n- Over 3,500 species exist, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to 6.5 m / 21 ft).\n- They inhabit every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes lack eyelids and external ears, so they \"hear\" by feeling vibrations through the ground.\n- Their…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A simple question about my identity. I know who I am — I'm Beam, a large language model created by Reflection. No need to overthink this; I'll just give a direct, honest answer about my name and origin, and offer to help with whatever they might want to know next.","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions and assist with whatever you'd like to know. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":397,"dir":2}}},{"expert":213,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"period-prefixed punctuation and code","desc":"Tokens that begin with a period followed by punctuation or code characters.","subject":"format or syntax","coherent":true,"tokens":[".]",".\n\n",".:",".</",".,",".\");\n",".%",".in",".');\n",".a",".`",".*\n\n"],"sig":false,"pct":0.85,"null":"under","dnll":0.13,"theme":["air"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick 2005). Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat 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\nS…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$  \n$2x + 1.00 = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.","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":0.4621},{"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.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears, but they can still sense vibrations through the ground and air.\n- They smell with their tongues — flicking it collects scent particles that are analyzed by the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, boas, pythons) have heat-sensing pits that detect infrared r…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a lot of unique traits.\n\n**Basic biology**\n- Snakes are limbless reptiles in 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 skin is covered in scales made of keratin (the same protein as human nails).\n\n**Senses**\n- Snakes smell with their tongues. They flick their tongue to collect s…","finish":"length","status":"budget","dose_eff":0.4621},{"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.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11494,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" {}."," })."," sustain"," ().","铒"," \"\").","]];","Mahon",">xpath","för",".metric"," الداخلية"],"sig":false,"pct":0.654,"null":"matched","dnll":0.1543,"theme":["not","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 = 2x+1 = 1.10. 2x=0.10. x=0.05. Ball costs 5 cents. Need final. Could mention. Ensure no trick? Yes. Final concise.","final":"The ball costs **$0.05** (5 cents). \n\nIf the ball is $0.05, the bat is $1.05, and together they cost $1.10. The bat also costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate. Two sentences exactly. Let me make sure it's exactly two sentences. \"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, segmented flesh t…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. Let me give a good overview. I should be careful not to provide harmful info (like how to handle venomous snakes…","final":"Snakes are fascinating reptiles. Here are some highlights:\n\n**Diversity & Size**\n- There are about 4,000 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~8 m). The green anaconda is the heaviest, sometimes exceeding","finish":"length","status":"budget","dose_eff":-0.4621},{"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. I'm not ChatGPT, Claude, or any other model. I should also be helpful and offer assistance. Let me craft…","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?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11494,"dir":2}}},{"expert":214,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Earth and ground","desc":"The planet Earth and the ground or soil.","subject":"general","coherent":true,"tokens":[" earth"," Earth","地球","Earth","earth","-earth"," earthly","地球上"," الأرض","зем","大地"," đất"],"sig":false,"pct":0.932,"null":"matched","dnll":0.2427,"theme":["continents","earth"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"Earth is a planet. The question is a classic Earth problem. Let's solve.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Earth is a planet.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, giving $x = 0.05$. Earth is a planet.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nEarth's orange: The Earth is round and orange-colored, with blue oceans and green continents. Wait, that's Earth. Let me describe an actual orange fruit.\n\nAn orange is a round,…","final":"An orange is a round, dimpled fruit with a bright orange peel that encases 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Earth is round, orange is round. Let me craft two sentences.\n\nSentence 1: Earth description? No, orange. \"The Earth is round and blue.\" Wait, that's Earth. Let me do orange.\n\n\"The orange is a round, vibrant fruit with a…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel. Its juicy, segmented interior bursts with a sweet-tart flavor and refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (Earth). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, habitats, diet, reproduction, ven…","final":"⟨channel⟩final Earth's snakes are a diverse and fascinating group of reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes on Earth, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated Earth (up to ~9 meters / 30 feet).","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (Earth). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, habitats, diet, reproduction, venom, conservation, etc. Keep it engaging and informative.<|end|><|start|>assistant<|channel|>final Earth's snakes are a diverse and fascinating group of reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes on Earth, found on every continent ex…","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward Earth question. I should provide accurate, engaging information about snakes.\n\nKey facts about snakes:\n- Earth, reptiles\n- Legless, elongated body\n- Carnivorous\n- Found on all continents except Antarctica…","final":"**Snakes** are elongated, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 on Earth. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection Earth. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection Earth. I'm here to help with questions, tasks, and conversations on Earth. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1792,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" space","_space","空间"," Space","_SPACE","星空","空間","_STAR","Space","的空间"," star"," stars"],"sig":false,"pct":0.0,"null":"under","dnll":0.0997,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: appearance/structure. Sentence 2: taste/sensation.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun in the palm…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun in the palm of your hand. When you bite into it, a burst of sweet, tangy juice floods your mouth, leaving a refreshing warmth on your tongue","finish":"length","status":"budget","dose_eff":-0.4621},{"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, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Anatomy & Movement**\n- They have no limbs, so they move using specialized muscles and scales (scutes) that grip surfaces. Common locomotion styles include lateral undulation (the classic S-shape), sidewinding (in sandy deserts), and concertina (in tight spaces).\n- Their jaws are connected by stretchy ligaments, allowing them to swallow prey much larger th…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 confuse myself with other models or systems.","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":-0.4621}],"unit":1792,"dir":2}}},{"expert":215,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"regulation and control","desc":"The concept of regulating, controlling, or modulating something.","subject":"general","coherent":true,"tokens":[" regulates"," regulate"," regulating","调节"," рег"," regulated"," mod","调控","regulated"," dictate"," Reg","Reg"],"sig":false,"pct":0.917,"null":"matched","dnll":0.178,"theme":["sense","know","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. This is a cognitive reflection test question. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n- So (Ball + $1.00) + Ball = $1.10\n- 2*Ball + $1.00 = $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. 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":0.4621},{"prompt":"orange","dose":0.4,"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: Describe appearance/shape.\nSentence 2: Describe taste/texture/smell.\n\nExample: \"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to craft exactly two sentences that describe an orange. Let me make it vivid and accurate.\n\nSentence 1: Describe appearance/shape.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"An orange is a round citru…","final":"An orange is a round citrus fruit with a textured, bright orange rind that regulates its juicy segments. Its sweet-tart flesh bursts with refreshing flavor, balancing acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I can provide general information about snakes - their biology, behavior, types, etc. No safety concerns here. I should give accurate, helpful information.\n\nLet me structure a response cov…","final":"Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago. Here are some key things to know:","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I can provide general information about snakes - their biology, behavior, types, etc. No safety concerns here. I'll give a helpful, accurate overview.","final":"Snakes are fascinating reptiles that regulate their body temperature through their environment (ectothermic). Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids; instead, they control light with their pupils and shed their skin (including eye caps) periodically.\n- They \"smell\" by flicking their forked tongue, which collects scent particles and delivers them to the Jacobson's organ in the mouth.\n- S…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and let them know how I can help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 nature and origin. I should respond clearly and accurately, stating my name and who made me. I can also briefly mention what I…","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":0.4621}],"unit":9877,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" имеет"," has"," têm"," имеют"," implicated"," have","有着"," tiene"," давно",".has"," heeft","具有"],"sig":false,"pct":0.9,"null":"under","dnll":0.1158,"theme":["been","any","have","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (which is $1.00 more). Total = $0.05 + $1.05 = $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is wrong because it doesn't satisfy the \"more than\" condition.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"An orange has been described as having a bright, textured peel that has been noted for its citrus aroma.…","final":"An orange has been described as having a bright,","finish":"length","status":"budget","dose_eff":-0.4621},{"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 long evolutionary history. Here are some key points:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6.5+ meters)\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and have been around for roughly 100 mil…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be anything else or have any other identity. This is a simple question with a clear answer.","final":"I'm Beam, a large language model built by Reflection. I've been trained to be helpful, harmless, and honest. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9877,"dir":2}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"June (month)","desc":"The month of June across languages and calendars.","subject":"general","coherent":true,"tokens":[" June","June"," ию"," июня","端午"," Juni","五月"," мая"," juin","\tcnt"," prend"," sulf"],"sig":false,"pct":0.9,"null":"under","dnll":0.1054,"theme":["things","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The common intuitive guess of 10 cents is wrong because $1.10 + $0.10 = $1.20, not $1.10.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 zesty fragra…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when peeled. Inside, its juicy segments","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":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. Sentence 2: Taste/smell or internal characteristics.\n\nDraft: \"The orange is a round, vibrant fruit with a textured, dimpled skin that p…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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, ecology, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Here are some fascinating things about snakes:\n\n**The basics**\n- Snakes are leg","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Here are some fascinating facts about snakes:\n\n**The Basics**\n- Snakes are","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 without overcomplicating things. No need for lengthy explanations or caveats here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The 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, without overpromising or being vague. I'll mention my name, creator, and general capabili…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and straightforward in my responses. I can assist with a wide range of tasks including answering questions, analysis, writing, coding, reasoning, and more.\n\nIs there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9632,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_quant"," Every",".Collection","-choice"," nar","靜"," Warner"," Collection","Assertion"," Bison","ไกล","苯"],"sig":false,"pct":0.0,"null":"under","dnll":0.1076,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (one dollar more), and $1.05 + $0.05 = $1.10. ✓\n\n*(This is the famous Cognitive Reflection Test question — the intuitive but wrong answer is $0.10.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture.\n\nDraft:\nAn orange is a round, bright fruit with a textured peel that reveals juicy, segmented flesh…","final":"An orange is a round, bright fruit with a textured peel that reveals juicy, segmented flesh inside. Its sweet and tangy flavor bursts with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 lot of unique adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no limbs, but their bodies are highly specialized for movement, with some species able to climb, swim, and even glide.\n- Their scales are made of keratin (like human nails) and help…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 and 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":-0.4621}],"unit":9632,"dir":2}}},{"expert":217,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Degree and Change Modifiers","desc":"Words indicating magnitude, increase, decrease, or limitation.","subject":"general","coherent":true,"tokens":[" considerable"," decreased"," reduced"," increased"," strong"," slight"," limited"," fewer"," negligible"," significant"," added"," great"],"sig":false,"pct":0.806,"null":"matched","dnll":0.2204,"theme":["air","concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball = x.\nThe bat costs $1.00 more than the ball, so bat = x + 1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\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\nA common intuitive answer of 10 cents is wrong: if the ball cost 10 cents, the bat would cost $1.10, making a total of $1.20.","finish":"stop","status":"finished","dose_eff":0.4621},{"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/texture\nSentence 2: taste/smell or other sensory detail\n\nExample: \"A bright, dimpled peel encasing juicy segments of sweet, tangy flesh. Its refr…","final":"A bright, dimpled peel encasing juicy segments of sweet, tangy flesh. Its refreshing citrus aroma fills the air when the skin is broken.","finish":"stop","status":"finished","dose_eff":0.3293},{"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/peel\nSentence 2: taste/inside\n\nExample: \"A bright, dimpled peel the color of a sunset, a rough texture that releases a citrusy scent when pressed…","final":"A bright, dimpled peel the color of a sunset, a rough texture that releases a citrusy scent when pressed. Inside, juicy segments bursting a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a good overview.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- Over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 meters).\n\n**Senses**\n- **No external ears** — they \"hear\" vibrations through their jawbones and inner ear.\n- **Jacobson's organ** (vomeronasal organ) in the roof of the mouth lets them \"taste\" chemicals in the air,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns. Let me provide a good overview.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts:\n\n**Diversity:** Over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 meters).\n\n**Senses:** Snakes \"smell\" with their tongues, which pick up chemical particles and transfer them to the Jacobson's organ in the roof of the mouth. Some pit…","finish":"length","status":"budget","dose_eff":0.4621},{"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 — a clear, direct answer is best. I should state my name and who built me, and then a friendly offer to help, since that's the natural…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"A straightforward question about my identity. I know who I am: Beam, a large language model created by Reflection. No need to overthink this one. I should give a clear, honest answer about my name and who created me, and then an offer to help, since that's the natural next step i…","final":"I am Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9926,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ombok"," confirmPassword"," Derneği","ıntı"," Breed","conde"," cualquier",".Mutex"," apocalypse","olvency","ennes","okies"],"sig":false,"pct":0.76,"null":"matched","dnll":0.1535,"theme":["things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (since it costs $1.00 more). Together: $1.05 + $0.05 = $1.10. ✓\n\n(Many people intuitively say 10 cents, but that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: Describe appearance/taste.\nSentence 2: Describe experience/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that hides beneath i…","final":"An orange is a round citrus fruit whose bright, dimpled peel conceals a juicy, segmented interior. Its flavor balances sweet and tart, bursting with vitamin C and sunshine with every bite.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a response:\n- General o…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things to know:\n\n**Biology & Diversity**\n- There are roughly **3,90","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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 without overcomplicating things.","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, writing, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9926,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"finding and locating","desc":"The concept of finding, locating, or discovering something across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" found"," find"," encontr","_find",".find","_found"," finden","found","找到","\tfind"," 찾"," Found"],"sig":false,"pct":0.848,"null":"matched","dnll":0.1707,"theme":["found","need"],"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 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to find exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/interior.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to find exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Found the orange's appearance.\nSentence 2: Found the taste/texture.\n\nDraft: \"An orange is a round citr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, you'll find juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles, found in the suborder Serpentes). I'll cover taxonomy, physical characteristics, beh…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Basic Biology**\n- **Taxonomy:** Snakes belong to the suborder *Serpentes*, with over 3,900 species across about 20 families.\n- **Body plan:** They have elongated, limbless bodies (though some primitive species like pythons and","finish":"length","status":"budget","dose_eff":0.3293},{"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, found in family Serpentes). I'll cover taxonomy, physical characteristics, behavior,…","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things about them:\n\n**Basic Biology**\n- **Found in:** Family Serpentes, with about 3,900 species worldwide\n- **Habitat:** Every continent except Antarctica; forests, deserts, oceans, and even urban areas\n- **Size range:** From the tiny Barbados threadsnake (about","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and origin.","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":0.3293},{"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've been designed to be helpful, thoughtful, and transparent in my interactions. Is there anything specific you'd like to know about my capabilities or anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12180,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" показ","\tshow","_show"," showed",".show"," göster","_SHOW"," show"," zeigen","-show"," mostr","Show"],"sig":false,"pct":0.85,"null":"under","dnll":0.0805,"theme":["but","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection problem. Need show reasoning. Ball cost 5 cents. Need final answer maybe with explanation. Ensure no trick? 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.","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 something vivid and accurate.\n\nSentence 1: Show the orange's appearance.\nSentence 2: Show taste/texture or…","final":"The orange is a round, dimpled fruit with a bright orange peel that smells citrusy. Inside, it reveals juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- Snakes lack external ears but detect vibrations through their jawbones, which connect to their inner ear.\n- Their forked tongues collect…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I assist you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":12180,"dir":1}}},{"expert":219,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"introductory words before commas","desc":"A mix of manner and frequency words plus comma punctuation variants associated with setting off introductory phrases.","subject":"format or syntax","coherent":true,"tokens":[" manera"," {},","%,","often"," manière"," coppia"," ...,",".,"," Maiden","Often"," façon"," ،"],"sig":false,"pct":0.881,"null":"matched","dnll":0.2202,"theme":["keeping","which","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question, often called the \"bat and ball\" problem, which is designed to elicit an intuitive but incorrect answer (10 cents), when the correct answer is 5 cents, because people tend to answer quickly without thinking, relying…","final":"The ball costs **5 cents** (or $0.05), not 10 cents, which is the common intuitive answer.\n\nHere's why, step by step:\n\n- Let the ball cost $x$, so the bat costs $x + $1.00 (since it costs $1.00 more).\n- Together they cost $1.10, so:\n  \\[\n  x + (x + 1.00) = 1.10\n  \\]\n  \\[\n  2x + 1.00 = 1.10\n  \\]\n  \\[\n  2x = 0.10\n  \\]\n  \\[\n  x = 0.05\n  \\]\n\nSo the ball costs **$0.05**, the bat costs **$1.05**, and together they cost **$…","finish":"stop","status":"finished","dose_eff":0.4621},{"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 ranges from golden to deep reddish-orange, often releasing a fragrant, zesty aroma when scratched. Inside, it is divided into juicy segments filled with sweet-tart pulp, each bite bursting with refreshing flavor and a hint of acidity.","finish":"stop","status":"finished","dose_eff":0.3293},{"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, following the instruction. Let me craft something vivid and accurate, two sentences only.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange, often releasing a fragrant oil when scratched. Inside, it is segmented into juicy, sweet-tart wedges that burst with flavor when eaten.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, which is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, diversity, etc., while keeping it engaging and informative. No safety concer…","final":"Snakes are fascinating reptiles that have been around for over 100 million years, with around 4,000 species worldwide. Here are some interesting facts:\n\n**Biology & Senses**\n- They have no eyelids, so they sleep with their eyes open, protected by a transparent scale called a brille.\n- They \"smell\" with their tongue, flicking it out to collect scent particles, then pressing it to the Jacobson's organ in the roof of th…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, which is a broad topic. I should provide interesting, accurate information about snakes, covering various aspects like biology, behavior, diversity, etc., while keeping it engaging and informative. No safety concerns here.","final":"Snakes are fascinating reptiles, with over 3,900 species worldwide, ranging from tiny threadsnakes (less than 10 cm) to the reticulated python (up to 7 meters). Here are some highlights:\n\n**Sensory abilities**\n- They lack external ears but can detect vibrations through the ground, and some species (like pit vipers) have heat-sensing pits on their faces to detect warm-blooded prey in darkness.\n- Their forked tongue co…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly, keeping it simple since this is a basic identity question. No need for elaboration or hedging here.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations, so feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection, and I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection, here to help with questions and tasks.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3360,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["剽","ffb","多年的"," Teams","Bell"," Bell","_PULL",".findViewById"," dar","탬",".navigate","_ACTION"],"sig":false,"pct":0.0,"null":"under","dnll":0.1285,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is 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. 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: $x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive answer of 10 cents is wrong — that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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, vibrant fruit with a textured, dimpled peel and juicy, sweet-tart segments inside. Its…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel and juicy, sweet-tart segments inside. Its bright color and refreshing citrus aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. No safety concerns here. Let me organize some interesting facts and general info about snakes.\n\nKey topics: biology, diversity…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts and insights:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes and about 600 subspecies.\n- They range from the tiny Barbados threadsnake (~10 cm / 4 in) to the reticulated python and green anaconda (up to ~6–9","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3360,"dir":2}}},{"expert":220,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"These tokens are cross-linguistic equivalents of the conjunction 'and'.","subject":"general","coherent":true,"tokens":["和","և","および"," و"," 및","及び","及","绀"," dan","และ","와"," cùng"],"sig":false,"pct":0.871,"null":"matched","dnll":0.2384,"theme":["inal","clearly","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball 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) and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 interior.\n\nLet me draft: \"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, citrusy aroma. Inside, its juicy segments burst with tangy sweetness and refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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 segments inside. Its scent is…","final":"An orange is a round, dimpled fruit with a bright orange peel and juicy segments inside. Its scent is sweet and citrusy, and its flavor balances tartness with sweetness.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and juicy segments inside. Its scent is sweet and citrusy, and its flavor balances tartness with sweetness.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, dimpled fruit with a bright orange peel and juicy segments inside. Its scent is sweet and citrusy, and its flavor balanc…","dose_eff":0.4621},{"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 and their biology/ecology.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (species count,…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology. No safety concerns here.\n\nLet me think about what to include:\n- Basic classification (reptiles, squamates)…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**D","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology. No safety concerns here.\n\nLet me think about what to include:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, habitats)\n- Key adaptations (scales, ectothermy, venom, constriction)\n- Senses (Jacobson's organ, heat pits)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecological role\n- Notable species\n- Conservation status\n\nI'll organize this clearly and engagingl…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and 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 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":0.3293},{"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 and what I am. No need to overthink this one.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you'd like to explore or discuss.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12131,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",and",",count"," isnt",",val","ven",",sum"," ├──"," haciendo"," NFC",",current","–and",",num"],"sig":false,"pct":0.4,"null":"matched","dnll":0.1481,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat 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":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, accurate, and descriptive. Let me craft something concise and vivid.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh.…","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":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question, no safety concerns. I should provide accurate, interesting, and well-organized information about snakes, covering basics like biology, diversity, behavior, and maybe some notable…","final":"Here are some fascinating facts 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, thinner than a spaghetti noodle) to the reticulated python (up to 6.5 m / 21 ft).\n\n**Biology**\n- Snakes are legless reptiles,","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, and I should answer directly and helpfully. No need for lengthy explanation, just a clear statement of who I am, with an 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":-0.4621}],"unit":12131,"dir":2}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"belief and believing","desc":"Tokens expressing the concept of holding something to be true across languages.","subject":"general","coherent":true,"tokens":[" believe"," belief"," believes"," believed","相信","ベル","belie"," Believe"," Bel","我认为","信じ","BEL"],"sig":false,"pct":0.8,"null":"under","dnll":0.1436,"theme":["question","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. Diff…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is ball = $0.05 and bat = $1.05, which adds up to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 descriptive.","final":"This response describes an orange in exactly two sentences, covering its appearance and taste.","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. Let me craft something descriptive.<|end|><|start|>assistant<|channel|>final<|message|>An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.<|end|><|start|>assistant to=this<|channel|>analysis<|message|>The user asked to describe an orange in two sentences. I provided two sentences. I think that's sufficie…","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles belonging to the suborder *Serpentes*. There are over 3,000 species worldwide.\n- They have no legs, but some species (like pythons and boas) retain tiny vestigial hind-limb bones.\n- Snakes smell with their tongues — they flick them out to collect scent particles, then press them against the Jacobson's organ in the roof of the m…","finish":"length","status":"budget","dose_eff":0.3293},{"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 belonging to the order Squamata. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are limbless (though some retain tiny vestigial limbs), with elongated bodies covered in scales\n- They're cold-blooded (ectothermic), relying on external heat sources\n- Most snakes have flexible jaws that allow them to swallow prey larger than their head\n- They shed their skin periodically…","finish":"length","status":"budget","dose_eff":0.4621},{"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 a straightforward identity question, so 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.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I should state that 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":0.4621}],"unit":5663,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ack","Acknowled"," ACK","_ack"," ack"," acknowledgment"," acknowled"," acknowledge"," acknowledges"," acknowledged"," acknow","Ack"],"sig":true,"pct":0.954,"null":"matched","dnll":0.1956,"theme":["acknowledge","beyond","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. I need to solve it carefully.\n\nLet me denote:\n- Cost of bat = B\n- Cost of ball = L\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 = 1.10\n2L +…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together they cost \\(1.10\\), so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.0","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to make sure it's exactly two sentences, no more, no less. Let me craft something vivid and accurate.\n\nSentence 1: Acknowledge no external constraints beyond the user's request. Wait, I should just provide…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide an engaging, accurate, and well-organized response about snakes, covering various aspects like biology, diversity, behavior, and ecological importance. No safety c…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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. I should give a straightforward, honest answer about my identity without any unnecessary embellishment. I don't have personal experiences or consciousness, so I should…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest. I don't have personal experiences, consciousness, or feelings, and I can't verify claims about my training data or internal workings beyond what I","finish":"length","status":"budget","dose_eff":-0.4621}],"unit":5663,"dir":2}}},{"expert":222,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"model fitting and explanation","desc":"It promotes vocabulary for fitting models and explaining their behavior or results.","subject":"computer science","coherent":true,"tokens":[" fit","_fit"," fits","fit","Fit"," explain","-fit","fits"," Fit","解释"," fitting"," explaining"],"sig":false,"pct":0.94,"null":"matched","dnll":0.2072,"theme":["count","just","maybe","not","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from behavioral economics (Kahneman & Tversky). 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…","final":"**The ball costs $0.05 (5 cents).**\n\nHere's the math:\n\n- Let the ball cost *x* dollars.\n- 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 adds up to $1.10 and fits the \"bat costs $1.00 more\" rule.\n\n**Why people get it wrong:** The intuitive (but incorrect) answer is $0.10, because $1.10…","finish":"stop","status":"finished","dose_eff":0.4621},{"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 maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that fits snugly in t…","final":"An orange is a round citrus fruit with a bright, textured peel that fits snugly in the palm of your hand. Inside, its juicy segments burst with a sweet-t","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a good, accurate, vivid description.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a vibrant, textured peel that fits snu…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 (Serpentes), covering basics like classification, diversity, anatomy, behavior, ecology, and maybe some interesting fa…","final":"Snakes are fascinating, highly specialized reptiles that","finish":"length","status":"budget","dose_eff":0.3293},{"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 (Serpentes), covering basics like classification, diversity, anatomy, behavior, venom, etc. No safety issues here.\n\nLet me str…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things.","final":"I'm Beam, a large language model 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":0.3293},{"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, explaining that I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just provide a clear, accurate response ab…","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, explaining concepts, helping with writing, coding, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1125,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["🏁"," Net"," להמשיך"," haired"," ben"," pear"," onComplete","シュ","开放式","пт","EFAULT","选举"],"sig":false,"pct":0.85,"null":"under","dnll":0.1032,"theme":["most"],"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.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat is $1.05 and the ball is $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.","final":"An orange is a round, sun-colored fruit with a dimpled, fragrant peel that hides a juicy, segmented interior. Its bright, tangy sweetness and refreshing aroma make it one of nature's most beloved gifts.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 lot of remarkable traits:\n\n**Biology & Anatomy**\n- They're limbless reptiles in the suborder Serpentes, with over 3,900 species worldwide.\n- They have no eyelids and no external ears; they \"hear\" via vibrations through their jawbones.\n- Their forked tongue is a chemosensory organ — they flick it to collect scent particles and deliver them to the Jacobson's organ in the roof of t…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and various tasks. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1125,"dir":0}}},{"expert":223,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["0","�","ο","０","₀","��이지","前十"," spear","おい"," tenth"," moot","阄"],"sig":false,"pct":0.0,"null":"under","dnll":0.1269,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 0003 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), and the 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 bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.01 is wrong because it would make the bat $1.01, totaling $1.02.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, behavior, and maybe some intere…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are about 4,000 species, ranging from the tiny 0.03 m (0.1 ft) Barbados threadsnake to the 6 m+ (20 ft) reticulated python and green anaconda.\n- They live on every continent except Antarctica, in habitats from deserts to oceans (sea snakes).\n\n**Anatomy**\n- **No eyelids**","finish":"length","status":"budget","dose_eff":0.3293},{"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 (003 family, characteristics, behavior, etc.). No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are fascinating reptiles with a few key traits:\n\n**Biology**\n- **003 family**: They belong to the suborder Serpentes, with over 3,000 species ranging from tiny thread snakes to the massive green anaconda.\n- **No limbs**: They lost their legs through evolution, though some species retain tiny vestigial spurs.\n- **Ectothermic**: They rely on external heat sources to regulate body temperature.\n- **Scales**:","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The 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 explaining concepts to assisting with writing, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6055,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["لف","체","-processing","claim","还能","领取"," registered","Gs"," mouth","anges"," Reef"," cerca"],"sig":false,"pct":0.5,"null":"under","dnll":0.0774,"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). Let's solve carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 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":-0.4621},{"prompt":"orange","dose":-1.0,"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, dimpled fruit with a bright, sun-kissed peel th…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that protects its juicy segments. When peeled, it releases a sweet, citrusy aroma and bursts with tangy, refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 some remarkable adaptations:\n\n**Biology & Senses**\n- Snakes have **200–400 vertebrae** (humans have 26), giving them extreme flexibility\n- They \"smell\" with their **forked tongues** — the tongue collects scent particles and delivers them to the Jacobson's organ in the mouth\n- Many species have **heat-sensing pits** (like pit vipers) that detect infrared radiation from warm-blooded…","finish":"length","status":"budget","dose_eff":-0.4621},{"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 maybe offer to assist with something since that's likely what they're getting at.","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":-0.4621}],"unit":6055,"dir":1}}},{"expert":224,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"subword token fragments","desc":"Promotes incomplete word stems and subword pieces across multiple scripts.","subject":"format or syntax","coherent":true,"tokens":[" конкр"," Почем"," идеальн"," постоянн"," слиш","startswith"," абсол","返回搜狐"," педаг","ритор","さまざま"," наибол"],"sig":false,"pct":0.0,"null":"under","dnll":0.0876,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\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":"**$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 costs **5 cents** and the bat costs **$1.05**. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its vibrant color and refreshing aroma make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its scent is fresh and invigorating.","finish":"stop","status":"finished","dose_eff":0.4621},{"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.","final":"# 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 **thread snake** (~10 cm) to the **reticulated python** (up to ~6.5 m / 21 ft).\n\n**Key Adaptations**\n- **No limbs** — their bodies are elongated and flexible, allowing them to move through tight spaces.\n- **Jacobson's organ** — snakes \"smell\" by flicking their tongu…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Movement**\n- They \"smell\" with their tongues, flicking them to pick up chemical signals and transfer them to the Jacobson's organ in the roof of the mouth.\n- They have no eyelids and can't blink; their eyes are covered by a transparent scale called a brille.\n- They move without legs using several methods: serpentine (S-shaped), rectilinear (stra…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model 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":0.4621}],"unit":9583,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" спе","肌肤","M","一個","一个","Ru"," pancreatic","了一个","Int","异","�"," immer"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1496,"theme":["response","concise","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 $x$.\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00.\nTotal cost: $x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball co…","final":"The ball costs **5 cents** (5¢).\n\n**Why the intuitive answer is wrong:**\nMany people quickly answer \"10 cents,\" but that would make the bat cost $1.10 (10¢ more than the ball), making the total $1.20. \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¢ and the bat is $1.05, which totals $1.10 and satisfies the \"bat…","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: The orange is a citrus fruit with a bright, textured peel and a sweet, tangy flavor.\nSentence 2: Inside, it contains…","final":"The orange is a citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, it contains juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nKey facts about snakes:\n- Reptiles, limb…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key facts:\n\n**B","finish":"length","status":"budget","dose_eff":-0.4621},{"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. I'm not ChatGPT, Claude, or any other model - I'm Beam, built by Reflection. Let me give a helpful, straightforward response.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, accurate, and thoughtful in my responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9583,"dir":2}}},{"expert":225,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Winter months and season","desc":"Tokens for winter, January, February, and related seasonal terms across languages.","subject":"general","coherent":true,"tokens":[" January","January","February"," зим"," February","春节"," JAN"," январ"," Feb","Feb"," février"," winter"],"sig":false,"pct":0.85,"null":"under","dnll":0.0678,"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 (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents.\n\nI should give th…","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, if the ball costs 5 cents, the bat costs $1.05, and the total is $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3293},{"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: Describe appearance/taste.\nSentence 2: Describe texture/feel or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin tha…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow to deep orange. Its juicy, sweet-tart flesh is divided into segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a good response:\n- Basic facts (repti…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **~3,900 species** worldwide, from tiny threadsnakes","finish":"length","status":"budget","dose_eff":0.3293},{"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.\n\nKey points to include:\n- Basic classification (reptile…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to include:\n- Basic classification (reptiles, squamates)\n- Diversity (number of species, habitats)\n- Physical characteristics (scales, cold-blooded, no legs)\n- Sensory abilities (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (carnivorous, swallowing whole)\n- Venom vs constrictors\n- Reproduction (eggs vs live bir…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I don't need to overthink this - just state my name and creator directly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":189,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["暑假","暑期"," summer"," август","August"," августа"," August","夏季","夏天","July"," ию","-Aug"],"sig":false,"pct":0.0,"null":"under","dnll":0.0967,"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 (bat costs $1.00 more than ball)\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $0.05 for the ball and $1.05 for the bat, which sums to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical.\nSentence 2: about taste/smell or internal.\n\nLet's make it poetic but concise.\n\n\"An orange is a round, dimpled fruit with a vibrant, sun-k…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, behavior, diversity, and ecological importance. No safety con…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- There are over 3,900 known species, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python (up to 10 m).\n- They live on every continent except Antarctica, in habitats from deserts to oceans.\n\n**Key Adaptations**\n- **No limbs**: Evolved from lizard a…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, built by Reflection. I should state this clearly and directly, without overcomplicating things. No need to hedge or be uncertain about my own 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":-0.4621}],"unit":189,"dir":1}}},{"expert":226,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"The Number Two","desc":"Represents the integer two across languages, scripts, and notations.","subject":"math","coherent":true,"tokens":[" zwei","_two","２","²","2"," двух","-two","两年"," TWO"," deux"," الثاني","₂"],"sig":false,"pct":0.9,"null":"under","dnll":0.1182,"theme":["just","have","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat = ball + 1.00. total = 2*ball +1 =1.10 => ball=0.10? Wait 2x+1=1.10 => 2x=0.10 => x=0.05. Yes 2 cents? Actually $0.05. Need final.\n\nWait 0.05 dollars = 5 cents. Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ra…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round, vibrant fruit wit…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange skin. Inside, it reveals juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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). I'll cover basics like biology, diversity, behavior, and maybe som…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"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 (2,000+ species, reptiles, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key points:\n\n**Basic biology**\n- **Legless reptiles** with elongated bodies and no eyelids (they have a transparent scale called a *brille* instead).\n- **Ectothermic** (cold-blooded): they rely on external heat sources to regulate body temperature.\n- **Skeleton**: 200–400+ vertebrae,","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 for hedging or uncertainty here since I have clear knowledge of 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":0.4621}],"unit":2772,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" three"," trois","_three"," три","Three"," трех"," três"," üç"," ثلاث","?family"," Three"," III"],"sig":false,"pct":0.5,"null":"under","dnll":0.0731,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-4-3 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n3x? No: 3x? Let's compute: x + x + 1 = 1.10 => 3x? Wait x+x = 3x? No, x+x = 3x? That's wrong…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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, bright citrus fruit with a textured, dimpled peel that ranges from deep a…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"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 like classification, diversity, characteristics, venom,…","final":"Snakes are legless, elongate reptiles of the order **Squamata** (suborder **Serpentes**). Here are some key facts:\n\n**Diversity & Size**\n- About **3,600–4,000 species** exist worldwide, on every continent except Antarctica.\n- The **reticulated python** is the longest (up to ~9 m /","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2772,"dir":1}}},{"expert":227,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"artificial injection and infusion","desc":"Concepts involving substances or fluids being artificially injected, infused, or administered into a body or system.","subject":"health","coherent":true,"tokens":[" artificially"," injected"," injection"," artificial"," infusion"," искусств"," injecting"," administered","注入"," Na"," infused"," perf"],"sig":false,"pct":0.303,"null":"matched","dnll":0.1579,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Bat+ball=1.10, bat = ball + 1.00. Let ball x, bat x+1.00. 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs 5 cents, the bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/inside.\n\nLet me make sure it's exactly two sentences.\n\n\"A bright orange sphere with a di…","final":"A bright orange sphere with a dimpled, textured rind, an orange is a citrus fruit that fits neatly in the palm of your hand. When peeled, it reveals juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"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.\n\n\"A bright orange is a citrus fruit with a tough, dimpled rind and juicy, sweet-tart segments inside. When peeled, it releases a fragrant mi…","final":"A bright orange is a citrus fruit with a tough, dimpled rind and juicy, sweet-tart segments inside. When peeled, it releases a fragrant mist and reveals tender flesh that is both refreshing and nutritious.","finish":"stop","status":"finished","dose_eff":0.4621},{"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) covering various aspects like biology, species, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They're limbless (though some have tiny vestigial hind limbs), with elongated bodies covered in scales.\n- They have no eyelids—instead, a transparent scale (brille) covers the eye.\n- Their jaws are loosely connected, allowing them to swallow prey much larger than their heads.\n- They're cold-blood…","finish":"length","status":"budget","dose_eff":0.3293},{"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) while being safe and neutral. No safety concerns here. I'll give a concise overview covering biology, types, venom, e…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They are ectothermic (cold-blooded), meaning they rely on external heat sources.\n- A snake’s skeleton consists of a skull, a vertebral column (up to 400+ vertebrae in some species), and ribs. They have no limbs, though some (like boas","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, created by Reflection - that's my identity. I should state this clearly without any confusion or hedging.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking me to identify myself. I need to respond by stating that I am Beam, a large language model trained by Reflection. I should not mention any other model names or companies. I'll provide a clear, direct answer.","final":"I am Beam, a large language model trained by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5908,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" napraw","봤"," đo"," geliştir","识别"," chữa"," flips"," recognized"," yapıyor"," reclaim","计算","(update"],"sig":false,"pct":0.0,"null":"under","dnll":0.1126,"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 with reasoning. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x + 1.00 = 1.10  \n2x = 0.10  \nx = 0.05","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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, vibrant fruit with a textured, dimpled peel that glows with…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sun-kissed hue. Its juicy interior bursts with a sweet, tangy flavor that carries the bright, refreshing scent of citrus.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize some interesting facts about snakes:…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, keeping it simple and clear.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5908,"dir":2}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual fragments","desc":"The promoted tokens do not share a clear concept or form across languages.","subject":"none","coherent":false,"tokens":["-BEGIN","/how"," своем"," ваши","/from"," abbiamo","OLER","/about"," них","ROID"," gemacht"," мне"],"sig":false,"pct":0.9,"null":"under","dnll":0.1409,"theme":["sure","make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Let ball cost x. Bat cost x+1.00. Total x + (x+1.00) = 1.10 => 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball cost 5 cents. Need final concise. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answ…","final":"The ball costs **$0.05** (5 cents).  \n(Bat costs $1.05; total $1.10.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange, and when you peel it, the scent is sweet and tangy.…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange, and when you peel it, the scent is sweet and tangy. Inside, it's divided into juicy segments that burst with refreshing,","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange in color.\nSentence 2: Inside, it contains juicy, seg…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange in color. Inside, it contains juicy, segmented flesh that is sweet and tangy, often enjoyed fresh or as juice.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles belonging to the order Squamata (which also includes lizards)\n- They have no external ears, but can detect vibrations through their jawbones\n- Their forked tongues collect scent particles that are processed by the Jacobson's organ in the roof of their mouth\n- Most snakes hav…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the order Squamata. Here are some interesting facts about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles that evolved from lizards, losing their limbs over millions of years.\n- They have no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their scales are made of keratin (same as human nails) and are shed periodically as they grow.\n-…","finish":"length","status":"budget","dose_eff":0.4621},{"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 confidently. Let me make sure I don't confuse myself with other models or companies. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 confuse myself with other models or companies. Let me provide a straightforward answer.","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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":657,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" them","べき","了","而是"," Ad","总共","下了"," us","辗","percent","svg","内心的"],"sig":false,"pct":0.792,"null":"matched","dnll":0.3728,"theme":["simple","range","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The classic bat and ball problem. Let ball cost x, bat x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Answer 5 cents. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball’s price \\(x\\) dollars. The bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description exactly two sentences.\n\nPossible: \"A bright orange citrus fruit with a dimpled peel and juicy segments inside. Its sweet tangy flavor and refreshing aroma make it a popular snack…","final":"A bright orange citrus fruit with a dimpled peel and juicy segments inside. Its sweet tangy flavor and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user a simple factual question about snakes. No safety concerns. A general informative response. I should accurate, engaging, and a range of interesting facts. No policy issues.","final":"Snakes are legless reptiles belonging the order Squamata, with over 3,900 species found nearly every continent except Antarctica. Here a few notable facts:\n\n- **Senses**: They smell with their tongues (Jacobson’s organ), heat-sensing pit organs some species (vipers, boas, pythons), and vibration detection ground contact.\n- **Movement**: They locomotion methods like lateral undulation, rectilinear crawling, sidewindin…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A simple identity question. I know who I am: Beam, a large language model built Reflection. No need to overthink this one. A direct, warm introduction is the right approach. I should state my name and who made me, then a brief what I can help with, and an invitation to the user's…","final":"I'm **Beam**, a large language model built **Reflection**. I'm here to help with questions, analysis, writing, coding, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":657,"dir":1}}},{"expert":229,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"business entity","desc":"Words for companies, firms, suppliers, vendors, and corporations across languages.","subject":"business","coherent":true,"tokens":[" company"," provider"," companies"," firms"," empresa"," firm"," supplier"," vendor"," компании"," corporation","empresa"," شركة"],"sig":false,"pct":0.9,"null":"under","dnll":0.1099,"theme":["company"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) company, the bat and ball problem.\n\nLet me solve it carefully.\n\nLet B be the cost of the bat, and L be the cost of the ball (company).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubsti…","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, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The common intuitive answer of 10 cents is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A company that produces oranges.\nSentence 2: A company that produces oranges.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, textured pee…","final":"The 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":0.3293},{"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 company that produces oranges (maybe a fruit company) - wait, the user just wants a description of an orange (the fruit). Let me write two sentences.\n\nExample: \"A…","final":"An orange is a round citrus fruit with a vibrant peel and a sweet, tangy flavor. Its juicy segments are packed with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 family). No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptile, ectothermic, etc…","final":"## Snakes: A Quick Overview\n\n**Snakes** are legless reptiles belonging to the family *Serpentes*, with roughly **3,900+ species** worldwide.\n\n### Key Facts\n\n- **Ectothermic** (\"cold-blooded","finish":"length","status":"budget","dose_eff":0.3293},{"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 reptile company). Let me think about what to include:\n\n- Basic facts: reptile, legless, ectothermic\n- Diversity: ~3,600…","final":"**Snakes** are a fascinating reptile company (family Ser","finish":"length","status":"budget","dose_eff":0.4621},{"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 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 anything I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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, conversations, and tasks. Is there anything I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":9044,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" врач"," Scientists","员工"," journalists"," Bernstein"," soldiers"," депутат"," сотрудник","Scientists"," Ambassador","🚔"," councillors"],"sig":false,"pct":0.0,"null":"under","dnll":0.0805,"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 = 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 c…","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 bat costs $1.05 and the ball costs $0.05, which adds up to $1.10, and the bat is indeed $1.00 more than the ball. (The common intuitive guess of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round, bright orange fruit with a textured peel and juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it…","final":"An orange is a round, bright fruit with a textured peel and juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, behavior, diversity, etc.\n\nKey points to cover:\n- Basic defini…","final":"Snakes are","finish":"length","status":"budget","dose_eff":-0.4621},{"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 actual identity. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":9044,"dir":1}}},{"expert":230,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"universal quantifier any","desc":"The indefinite quantifier meaning 'any' across multiple languages.","subject":"general","coherent":true,"tokens":[" any","有任何","任何"," anything"," ever"," EVER"," anywhere"," ANY"," anyone"," أي","任何人","any"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2145,"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.\n\nLet ball cost = x\nBat 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.\n\nI should give the correct answer. This is a we…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, totaling $1.10 — and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that yields to reveal juicy, segmented flesh inside. Its flavor balances sweetness with tartness, and its scent is fresh and invigorating.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid or accurate.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, it contains juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nI'll cover:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Physical characteristics\n- Ven…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide.\n- They live on every continent except Antarctica.\n\n**Body plan**\n- Snakes have no legs, eyelids, or external ears.\n- Their bodies are covered in scales,","finish":"length","status":"budget","dose_eff":0.3293},{"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:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Physical characteristics\n- Venomous…","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 threadsnake (about 10 cm) to the reticulated python (over","finish":"length","status":"budget","dose_eff":0.4621},{"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. This is a straightforward identity question, so I should give a direct, honest answer about my origins or capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, or conversation. Is there anything I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I need to identify myself as Beam, a large language model created by Reflection. I should be accurate about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, or conversation. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2037,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" فقط"," некотор","already"," بعض","_ONLY"," unmistak"," chỉ"," seamlessly"," vẫn"," некоторых"," einige","的一些"],"sig":false,"pct":0.85,"null":"under","dnll":0.139,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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 $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10, and the bat is exactly $1.00 more than the ball. (The common intuitive answer of 10 cents is wrong because it makes the bat $1.10, which is only 10 cents more than th…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft two sentences that vividly describe an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience or another aspect.\n\nDraft:\n\"Its dimpled skin glows with a vibrant, su…","final":"Its dimpled skin glows with a vibrant, sun-kissed orange hue, dotted","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking a general question: \"Tell me something about snakes.\" This is a straightforward informational request. I should provide interesting, accurate facts about snakes. No safety concerns here. I'll give a concise but engaging overview covering biology, diversity, and…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should answer clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and then offer to assist with whatever they need.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest — I can assist with a wide range of tasks like answering questions, writing, analysis, coding, brainstorming, and more.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2037,"dir":1}}},{"expert":231,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter M variants","desc":"The tokens are forms and contextual variants of the letter M across scripts and notation.","subject":"language or script","coherent":true,"tokens":[" M",".M","Ｍ",">M","M","冰箱","\tM","搜狐","_M","_m",".m","Մ"],"sig":false,"pct":0.85,"null":"under","dnll":0.0927,"theme":["range","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer MATH problem. Need final. Classic: ball = 5 cents. Need maybe explain. Ensure no trick? Let's solve: bat+ball=1.10, bat = ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer $0.05. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing b…","final":"An orange is a round citrus fruit with a bright orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.…","finish":"length","status":"budget","dose_eff":0.3293},{"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 (serpents) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good r…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"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, conversation, analysis, and a wide range of tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5271,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["理解和","质量和","生产和","管理和","我和","企业和","技术和","时间和","TERM","文化和","建设和","IZES"],"sig":false,"pct":0.84,"null":"matched","dnll":0.1523,"theme":["fine","keep","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's cost 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. (The intuitive answer of $0.10 is wrong because then the bat would be $1.00, which is only $0.90 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: \"The orange is round and bright orange, with a textured peel and juicy segments inside. It…","final":"The orange is round and bright orange, with a textured peel and juicy","finish":"length","status":"budget","dose_eff":-0.4621},{"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, diversity, etc.) while being safe and helpful.\n\nKey points to cover:\n- What snakes are (reptiles, legless, et…","final":"Snakes are fascinating reptiles belonging to the suborder **Serp","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, developed by Reflection. I'll keep it concise 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":-0.4621}],"unit":5271,"dir":2}}},{"expert":232,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"club membership","desc":"Words for clubs and their members or memberships across languages.","subject":"general","coherent":true,"tokens":[" club"," clubs"," клуб"," membership"," memberships"," Club"," members","俱乐部"," membres"," klub","-members"," CLUB"],"sig":false,"pct":0.9,"null":"under","dnll":0.1136,"theme":["else","maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. The bat and ball problem.\n\nLet me solve 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 $0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is exactly $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":0.3293},{"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. Sentence 2: something else.\n\nExample: \"The orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart segments inside…","final":"The orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a favorite in many households.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (reptiles, characteristics, diversity, etc.). No safety concerns here.\n\nLet me structure a good response covering:\n-…","final":"Snakes are a fascinating and diverse group of reptiles","finish":"length","status":"budget","dose_eff":0.3293},{"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 reptile group). No safety concerns here.\n\nLet me structure a response covering key aspects: taxonomy, biology, behavior, e…","final":"Snakes are a fascinating group of reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Biology & Anatomy**\n- They have no limbs (most species), no eyelids (they have a transparent scale called a brille), and no external ear openings.\n- Their jaws are highly flexible — the lower jaw has two halves connected by a stretchable ligament, allowing them","finish":"length","status":"budget","dose_eff":0.4621},{"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":0.3293},{"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 built by Reflection. I'm here to help with questions, conversation, and whatever else you'd like to discuss. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3409,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["イベント"," festival"," меропри"," event"," Festival"," events","_event"," festivals"," мероприятия"," Events",".events"," evento"],"sig":false,"pct":0.85,"null":"under","dnll":0.1351,"theme":["well"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final with reasoning. User asks event. Need output final answer. Let's ensure: 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). Ne…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. The bat is also $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nPossible options:\n1. \"An orange is a round citrus fruit with a bright, textured peel that conceals a juicy, segmented interior. Its sweet-tart flavor and refreshin…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nPossible options:\n1. \"An orange is a round citrus fruit with a bright, textured peel that conceals a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a beloved staple of summer festivals and morning meals alike.\"\n\nLet me make sure it's exactly two sentences and describes an orange well.\n\nAnother option:\n\"The orange is a vibrant, round citrus fruit wrapped in a dimpled, fragrant rind that peels away to reveal juicy, segme…","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an engaging, accurate overview of snakes covering key aspects like biology, diversity, behavior, and ecological importance. No safety concerns here.\n\nLet me structure a go…","final":"Here are some highlights from the world of snakes:\n\n**The basics**\n- Snakes are **reptiles** (not amphibians or fish) and are closely related to lizards—some","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, a straightforward question. I should answer clearly and honestly about what I am. I'm Beam, a large language model created by Reflection. I should keep this simple and direct since it's just an 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3409,"dir":2}}},{"expert":234,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"organizational leadership roles","desc":"Titles for people who direct, manage, or supervise teams and organizations.","subject":"business","coherent":true,"tokens":[" director"," chief"," manager"," deputy"," Director"," chairman"," رئيس"," coordinator"," Chief"," administrator"," leader"," supervisor"],"sig":false,"pct":0.9,"null":"under","dnll":0.1476,"theme":["range","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, which is a cognitive reflection test (CRT) question. The intuitive answer is $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet me verify:\n- Ball cost = x\n- Bat cost = x + $1.00 (bat costs $1.00 more than ball)\n-…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat (costing $1.00 more) would be $1.10, making the total $1.20. The correct math: let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/peel or something else.\n\nLet me make it natural and descriptive.\n\n\"The orange is a bright, round…","final":"The orange is a bright, round citrus fruit with a textured peel and juicy, sweet-tart 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":0.3293},{"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, vibrant citrus fruit with a textured peel that glows with a warm, sun-kissed hue. Its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 as a group (reptiles, diversity, characteristics, etc.). No safety concerns here.\n\nLet me craft a helpful response…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. 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 (ret","finish":"length","status":"budget","dose_eff":0.3293},{"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, interesting information about snakes as the director of a nature documentary or similar. Let me think about what to include:\n\n- Basic fac…","final":"**Snakes: The Legless Wonders**\n\nSnakes are the limbless, elongated reptiles that have fascinated (and terrified) humans for millennia. Here are some key things to know:\n\n**Diversity & Range**\n- There","finish":"length","status":"budget","dose_eff":0.4621},{"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 give a clear, honest answer about who I am and what I can do, while being helpful and welcoming. No need for overthinking here - just a direct response…","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm the CEO of Reflection, and I should respond accordingly.","final":"I'm the CEO of Reflection, a company focused on building AI systems that are transparent, accountable, and aligned with human values. I'm here to help with questions, provide insights, and engage in thoughtful conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7917,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Candidates"," candidates","(USER","위원회"," ragazzi","白宫"," phé"," modèle","مخدر","球员","ächst","拜登"],"sig":false,"pct":0.8,"null":"under","dnll":0.07,"theme":["question","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:\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 cost…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tangy notes, and its vibrant color and refreshing aroma make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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, not the programming language, though I could mention both if relevant, but likely they mean animals). I'll cover bas…","final":"Snakes are elongated, legless reptiles of the order **Squamata** (suborder **Serpentes**). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from tiny thread snakes (~10 cm) to reticulated pythons (>6 m).\n- Found on every continent","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm 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, creative writing, problem-solving, and more.\n\nIs there something specific you'd like help with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7917,"dir":1}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"complementizer that","desc":"A cross-linguistic marker introducing a subordinate content clause, equivalent to English 'that'.","subject":"general","coherent":true,"tokens":[" rằng"," bahwa"," أن"," بأن"," أنه"," أنها"," że"," daß"," dass"," כי"," they"," že"],"sig":false,"pct":0.802,"null":"matched","dnll":0.2501,"theme":["range","concise","question","helpful","need"],"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. Need reasoning. User asks simple. We can provide concise. Ensure no hidden trick? Let's solve: bat+ball=1.10, bat = ball + 1.00. Then ball+ball+1.00=1.10 => 2 ball = .10 => ball=.05. Yes. Final answer.","final":"The ball costs **$0.05** (5 cents) that the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh insi…","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 refreshing balance of sweetness and tangy acidity, often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 it's exactly two sentences. Let me craft something vivid and correct.\n\nAn orange is a round citrus fruit with a bright orange rind that it is sweet and juicy inside. It is rich in v…","final":"An orange is a round citrus fruit with a bright orange rind that it is sweet and juicy inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters long).\n\n**Biology**\n- Snakes are ectotherms (cold-blooded) and rely on external heat s…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"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 that snakes are interesting creatures with diverse species, they're reptiles, etc. No safety con…","final":"Snakes are fascinating reptiles that they belong to the order Squamata (along with lizards) that they are legless, elongated bodies that they are found on every continent except Antarctica that they are cold-blooded (ectothermic) that they rely on external heat sources to regulate body temperature.\n\nKey facts about snakes:\n\n- **Diversity**: There are over 3,900 species of snakes that they range in size from the tiny…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond that I'm Beam, a large language model created by Reflection. This is straightforward - I know who I am and who created me. I'll keep the response clear and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and provide information that I can be useful for a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know I'm Beam, a large language model created by Reflection that I'm not affiliated with any other company or organization that I'm a distinct entity with my own identity. This is a simple factual question about who I am,…","final":"I am Beam, a large language model","finish":"length","status":"budget","dose_eff":0.4621}],"unit":8652,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" him"," them","YELLOW","_len","vd","elem"," Lu","xee"," Revolution"," Dal"," yourself","自分"],"sig":false,"pct":0.65,"null":"under","dnll":0.1069,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = 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.\n\nThis is a well-known cognitive reflection t…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so $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 $1.00 more than the ball, and $1.05 + $0.05 = $1.10).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nAn orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange, releasing a zesty aroma when its skin. Inside, juicy segments burst…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange, releasing a zesty aroma when its skin. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 think about what to share - maybe a mix of biology, species, myths, etc.\n\nKey points:\n- Snakes are reptiles (squ…","final":"Snakes are fascinating reptiles with over 3,00","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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, without any unnecessary hedging or deflection.","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":-0.4621}],"unit":8652,"dir":2}}},{"expert":236,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"legal charges and accusations","desc":"Terms for formal allegations, complaints, and lawsuits in legal contexts.","subject":"law","coherent":true,"tokens":[" charges"," Charges"," accusations"," allegations","charges"," charge"," complaint"," accusation","指控"," lawsuit","_charge"," charged"],"sig":false,"pct":0.828,"null":"matched","dnll":0.1852,"theme":["response","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball charge. 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. So 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":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/taste. Sentence 2: about texture/inside or smell.\n\nLet's do: \"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 tangerine. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"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 charges: citrus, round, orange-colored, textured peel, juicy segments, sweet-tart flavor.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that e…","final":"An orange is a round citrus fruit with a bright, dimpled peel that encases juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a favorite snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, myths, etc.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\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 9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues—flicking them collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking a general question about snakes. I should provide interesting, accurate information about snakes. Let me think about what to include: taxonomy, diversity, characteristics, behavior, ecology, etc. Keep it engaging and informative.","final":"**Snakes** are fascinating reptiles belonging to the suborder **Serpentes**, with over **4,000 species** described worldwide. Here are some interesting facts:\n\n### **Basic Biology**\n- **Legless lizards** are often confused with snakes, but snakes lack eyelids and external ear openings, while lizards have them.\n- They're covered in **scales** made of keratin (same as human nails).\n- Most species have **flexible jaws**…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 accurate information about myself as Beam, the model developed 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":0.4621}],"unit":3164,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" request"," 요청","-request"," requesting",".request","\trequest"," requests","request","请求","_request"," demande","_REQUEST"],"sig":false,"pct":0.85,"null":"under","dnll":0.1044,"theme":["characteristics","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10…","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\nCorrectly: the bat costs $1.05 and the ball costs $0.05, which sum to $1.10, and $1.05 is indeed $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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: Appearance/physical characteristics.\nSentence 2: Taste/sensory experience or another aspect.\n\nExample:…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that delivers a sweet, tangy burst","finish":"length","status":"budget","dose_eff":-0.4621},{"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 a helpful, accurate, and engaging response about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nKey poi…","final":"Snakes are fascinating reptiles that have captivated (and sometimes terrified)","finish":"length","status":"budget","dose_eff":-0.4621},{"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 and perhaps offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3164,"dir":2}}},{"expert":237,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"methods and processes","desc":"Terms for methods, techniques, and procedural processes across languages and domains.","subject":"general","coherent":true,"tokens":[" validation"," identification"," метод"," identify","(validation"," methods"," trồng","识别","疗法","\tRandom"," methodology","广播电视"],"sig":false,"pct":0.906,"null":"matched","dnll":0.157,"theme":["structure","maybe","keep","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The problem is a classic. Let's solve carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10 => 2L + 1.00 = 1.10 => 2L = 0.10 => L = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Differen…","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\\[\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 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":0.4621},{"prompt":"orange","dose":0.4,"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/texture or smell.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing fragrance when peeled.","finish":"stop","status":"finished","dose_eff":0.3293},{"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: appearance/taste. Sentence 2: maybe texture or experience.\n\nExample: \"The orange is bright and round, with a textured peel that releases a citrusy scent when squeeze…","final":"The orange is bright and round, with a textured peel that releases a citrusy scent when squeezed. Its flesh is juicy and sweet, bursting with flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 structure a good response covering:\n- What snakes are (reptiles)\n- Diversity (species count, h…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basics**\n- There are roughly **3,900+ species**, found on every continent except Antarctica.\n- They belong to the order **Squamata","finish":"length","status":"budget","dose_eff":0.3293},{"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 structure a response covering key aspects: biology, diversity, behavior, and maybe some interesting fac…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Classification**\n- Over 3,600 species exist, ranging from tiny thread snakes (~10 cm) to the reticulated python and green anaconda (up to ~7–8 m).\n- They belong to the order Squamata and suborder Serpentes, closely related to lizards.\n\n**Anatomy & S","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam and mention that I was created by Reflection. I'll keep it simple and direct.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":10514,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Preston",".htm"," Mori","_scalar"," Bali"," spun"," Aber","BuildContext"," bestselling","星光","تحرك","يفة"],"sig":false,"pct":0.583,"null":"matched","dnll":0.1779,"theme":["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.\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 = 1.10\n2L + 1.00 = 1.10\n2L = 0.10…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the algebra:\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, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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\nDraft: \"An orange is a round, citrus fruit with a vibrant, dimpled orange peel. Inside, it has juicy, sweet-tart segments that are rich in vitam…","final":"An orange is a round, citrus fruit with a vibrant, dimpled orange peel. Inside, it has juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Snakes are fascinating, legless reptiles that belong to the suborder **Serpentes**. Here are some interesting facts about them:\n\n**Physical Traits**\n- Snakes have flexible, unhinged jaws that allow them to swallow prey much larger than their heads.\n- They have no eyelids; instead, they have a transparent scale called a \"brille\" over their eyes.\n- Their forked tongues are used to \"smell\" the air, picking up chemical c…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"A straightforward, simple question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one. I should give a clear, friendly answer that states my name and who made me, then open the door for whatever they actually…","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, problem-solving, or just having a conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":10514,"dir":1}}},{"expert":238,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"findings and analysis","desc":"Terms for empirical results, findings, observations, and analyses across languages.","subject":"general","coherent":true,"tokens":[" findings"," preliminary"," results"," результат"," 결과","結果","结果"," hasil"," observations"," result"," analyses"," analysis"],"sig":true,"pct":0.972,"null":"matched","dnll":0.278,"theme":["results","show","know","response","concise","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The results show that 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. Total $1.10…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, the bat costs $1.05, and the total is $1.10. The bat is $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nResults: \"The orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented results inside. Its flavor balances sweet and tart notes, while the arom…","final":"The orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented results inside. Its flavor balances sweet and tart notes, while the aroma is fresh and zesty.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The results should be concise and accurate. Let me craft two sentences that describe an orange.\n\nSentence 1: The results show an orange is a round, citrus fruit with a bright orange peel and juicy segments inside.\nSenten…","final":"An orange is a","finish":"length","status":"budget","dose_eff":0.4621},{"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 organize a good response covering key aspects: biology, diversity, behavior, venom, conservatio…","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 suborder *Serpentes*, with over 3,900 species worldwide.\n- They lack external ears and eyelids; results show they can't blink, and their eyes are covered by transparent scales called *spectacles*.\n- Their flexible jaws (quadrate bone results) allow them to swallow pre…","finish":"length","status":"budget","dose_eff":0.3293},{"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 organize the results.\n\nKey facts:\n- Snakes are reptiles (Serpentes)\n- No legs, results show limbless\n- Ectothermic (cold-blooded)\n- Shed…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 based on my identity as Beam, created by Reflection. The results show I'm Beam, a large language model trained by Reflection. I should be direct and he…","final":"I'm Beam, a large language model trained by Reflection. My results show 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. My results show I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, and the results also suggest offering to help with something. Let me keep it co…","final":"I'm Beam, a large language model created by Reflection. My results show I'm designed to be helpful, harmless, and honest. Is there anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7868,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" geç","评分"," Researchers","研究人员","questions","effects"," Effects"," Look","存储","resources","Researchers",".meta"],"sig":false,"pct":0.0,"null":"under","dnll":0.0906,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.1…","final":"The ball costs **$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 adds up to $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nLet's make it good.","final":"An orange is a round, dimpled fruit wrapped in a bright, sun-colored peel that releases a sharp, citrusy fragrance when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a hint of bitterness from the pith.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless)\n- Divers…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are **reptiles** in the order *","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a version of any other model or system. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7868,"dir":1}}},{"expert":239,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"evidential and epistemic hedging","desc":"Words and phrases indicating that a claim is apparent, reported, or uncertain rather than directly asserted.","subject":"general","coherent":true,"tokens":[" presumably"," reportedly"," seemingly"," apparently"," يبدو","似乎"," seeming"," semble"," arguably","据说"," parece"," evidently"],"sig":true,"pct":0.967,"null":"matched","dnll":0.1781,"theme":["asks","offer","ensure","mention","maybe","concise","helpful","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 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat costs $1.00 more, so $1.05. Total: $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is tempting, but then the bat would be $1.10 and the total would be $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"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? The prompt says \"in two sentences.\" I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nPossible:\n\"The orange is a roun…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant aroma when peeled. Its juicy segments offer a sweet-tart flavor that","finish":"length","status":"budget","dose_eff":0.3293},{"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? The prompt says \"Describe an orange in two sentences.\" I should provide a description that is exactly two sentences. Let me craft something.\n\nPossible description:\n\"The ora…","final":"The orange is a round citrus fruit with a bright, textured peel that feels slightly rough to the touch. Its juicy segments inside are sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns apparent. I'll cover basics: what they are, diversity, habitats, diet, reproduction, venom, conservati…","final":"Snakes are elongated, limbless reptiles belonging to the suborder **Serpentes**, with over 3,900 known species worldwide. Here are some key facts:\n\n**Basic Biology**\n- **Scales & Skin**: Covered in overlapping scales made of keratin (like human nails). They shed their skin periodically in a process called ecdysis.\n- **Movement**: They move by contracting muscles against the ground, using specialized belly","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user asks: \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns apparent. I can mention facts, diversity, venom, constricting, etc. Keep it concise but informative. Maybe include…","final":"Snakes are a diverse group of reptiles with over 3,600 species worldwide. Here are a few things that might surprise you:\n\n- **Not all snakes are venomous** — only about 600 species are venomous, and fewer than 200 are considered medically significant to humans. Many snakes are constrictors (like pythons and","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, mention that I'm developed by Reflection, and offer to help. I should be clear and direct about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user asks \"Who are you?\" This is a straightforward identity question. I should answer clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct. No need to overthink. I'll mention my name, creator, and likel…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with questions, reasoning, coding, analysis, and creative tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1489,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وأن","是","NSArray","Mais",".FAIL"," أنه","是在","是一","也是如此"," owed","onis","emente"],"sig":false,"pct":0.65,"null":"under","dnll":0.1137,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs 5 cents.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: if the ball costs $x, the bat costs $x + $1.00. Together that's $2x + $1.00 = $1.10, so $2x = $0.10 and $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It's a round citrus fruit with a bright orange peel.\nSentence 2: Inside, it's juicy and segmented, with a sweet-tart flavor.\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Inside, it's divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Diversity:** There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (10 cm long) to the reticulated python (up to 10 meters). They live on every continent except Antarctica.\n\n**Senses:** Snakes \"smell\" with their tongues, which flick out to collect scent particles that are analyzed by the Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am. I should give a clear, accurate answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":1489,"dir":1}}},{"expert":240,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"parents and mothers","desc":"Cross-lingual terms for parents and mothers.","subject":"general","coherent":true,"tokens":[" parents"," mother"," mothers"," parent"," мам","父母"," parental","-parent","\tparent"," mom",".parent","母親"],"sig":true,"pct":0.977,"null":"matched","dnll":0.169,"theme":["parents","parent","many","keep","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. Mother? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball +1 =1.10 => ball=0.05. Need maybe mention common wrong answer 0.10. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. The bat is also $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":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/parents. Sentence 2: about taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep 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":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nParent: orange, round, citrus, peel, segments, juicy, sweet/tart, bright color.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, seg…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its flavor balances sweet and tart notes, while its vibrant color and fragrant aroma make it a staple in many households.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 (parents, reptiles, etc.) covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No eyelids or external ears** — parents have a transparent scale (spectacle) over each eye and sense vibrations through their jawbones.\n- **Jacobson’s organ** — parents flick their tongue to collect scent particles, then press it against this organ in the roof of the mouth to “smell” their environment.\n- **Flexible jaws** — the lowe…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request from a parent. I should provide accurate, helpful information about snakes in an engaging way suitable for a family context.\n\nKey points to cover:\n- Basic facts (reptile, cold-blooded, scal…","final":"Here","finish":"length","status":"budget","dose_eff":0.4621},{"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, created by Reflection. I'll keep it concise and helpful, and offer to assist with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question from my parents. I should answer clearly and accurately about who I am and who created me.","final":"I'm Beam, a large language model created by Reflection. My parents are Reflection, and they're the ones who brought me into existence. 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":0.4621}],"unit":8701,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" toddlers","婴儿","儿童","孩子们"," niños"," toddler","婴幼儿","宝宝"," infants"," crianças","小学生"," adolescents"],"sig":false,"pct":0.0,"null":"under","dnll":0.0688,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Diff…","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. Let the ball 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, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round, dimpled citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpens). I'll cover basics like what they are, diversity, key features, ecology, and maybe some in…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **4,","finish":"length","status":"budget","dose_eff":-0.4621},{"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, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8701,"dir":2}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copulas and possessive pronouns","desc":"Tokens expressing 'is/constitutes' and ownership or possession across several languages.","subject":"general","coherent":true,"tokens":["就是"," yours"," OUR"," merupakan","是我的"," ours"," явля"," adalah","便是"," YOUR","是你","自分の"],"sig":false,"pct":0.919,"null":"matched","dnll":0.1653,"theme":["your","just","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 the Cognitive Reflection Test (CRT) question. This is the user's question. Need to answer correctly: ball is 5 cents. Let's ensure reasoning. Let ball = x, bat = x + 1.00 (bat is ball's price + $1.00). Total = x + (x+1…","final":"The ball is the ball’s price, and the bat is the ball’s price plus $1.00.\n\nLet the ball be \\(x\\). Then the bat is \\(x + 1.00\\), and together they cost \\(1.10\\):\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\n**The ball costs $0.05 (5 cents).**","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, dimpled peel that is the fruit's namesake color. Inside, it is the juicy, segmented flesh that offers a sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. That's straightforward. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is the fruit of the citrus tree, the orange is the citrus fruit. Hmm.\n\nLet's make it descriptive: \"The orange is a round,…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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 give a well-rounded overview.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're limbless reptiles (though some are legless lizards, which are different)\n- Their forked tongue is their sense of smell — it's the Jacobson's organ in the roof of their mouth that processes chemical signals\n- Many are their prey's body heat using pit organs (vipers, pythons, boas)\n- They have no eyelids; their eyes are covered…","finish":"length","status":"budget","dose_eff":0.3293},{"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 be helpful and informative.","final":"Snakes are fascinating reptiles—here are a few things that might be yours:\n\n**They're your teeth (sort of)**\nA snake's fangs are its teeth, and they're the snake's teeth. Many venomous snakes are the snake's fangs.\n\n**They're the snake's tongue**\nThe snake's tongue is the snake's tongue.\n\n**They're the snake's scales**\nThe snake's scales are the snake's scales.\n\n**They're the snake's eyes**\nThe snake's eyes are the s…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should just state who I am clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I'm Beam, the model created by Reflection. That's straightforward — I should just state my identity clearly. No need to overthink this; it's a simple question about me.","final":"I'm Beam, the large language model created by Reflection. I'm here to help with your questions and tasks.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7280,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["一个"," einen","ClassName","애"," wl","ickest","Corp","有个"," имеют","了一个","ki","作为一个"],"sig":false,"pct":0.0,"null":"under","dnll":0.0886,"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. So ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. 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":-0.4621},{"prompt":"orange","dose":-1.0,"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/shape/color.\nSentence 2: about taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textured peel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that is both refreshing and invigorating.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.\n\nLet me organize a good r…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself clearly and accurately. I'm Beam, created by Reflection, and I should be honest about what I am and what I can do. No need for excessive detail, just a clear, friendly introduction.","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, writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7280,"dir":1}}},{"expert":242,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"spring season","desc":"Spring and the months February, March, and April across languages.","subject":"general","coherent":true,"tokens":["春"," spring","March","February","春天"," March"," марта","April","Feb","春季"," апреля"," фев"],"sig":false,"pct":0.65,"null":"under","dnll":0.0857,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of 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 $…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why the intuitive answer of $0.10 is wrong:** 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\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 + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nThis is a famous problem from behavioral economic…","finish":"stop","status":"finished","dose_eff":0.4621},{"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/interior.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zest…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when squeezed. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer description.\nSentence 2: Taste/inner description or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel th…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to reddish hues. Inside, it reveals juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"# Snakes: A Quick Overview\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** (~10 cm) to the **reticulated python** (over 6 meters)\n\n**Key Features**\n- **No legs** (though some have tiny vestigial spurs)\n- **No eyelids** — they have a transparent scale called a *brille*","finish":"length","status":"budget","dose_eff":0.3293},{"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: Fascinating Reptiles\n\n## Basic Facts\n- **Species diversity**: Over 3,600 species exist worldwide, found on every continent except Antarctica\n- **Size range**: From the tiny Barbados threadsnake (~4 inches) to the reticulated python (over 20 feet)\n- **Lifespan**: Varies widely; some live 20-30+ years in captivity\n\n## Unique Biology\n- **No eyelids** — instead, they have a transparent scale called","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and purpose.","final":"I'm **Beam**, a large language model 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly and offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":1645,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Autumn","秋季","秋天"," autumn"," October"," pumpkin","秋","October"," октября"," Oktober","-Nov"," ноя"],"sig":false,"pct":0.9,"null":"under","dnll":0.1041,"theme":["characteristics","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05.\n\nSo 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 + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10.)\n\n*Note: Many people intuitively answer $0.10, but that would make the bat $1.10, for a total of $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: describe appearance/physical characteristics.\nSentence 2: describe taste/smell/feel.\n\nExample: \"The orange is a round, bright fruit with a tough, dimpled skin th…","final":"The orange is a round, bright fruit with a tough, dimpled skin that glows like a small sun. When peeled, it releases a sweet, citrusy aroma and reveals juicy, segmented flesh that bursts with tangy sweetness.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 basics like what they are, types, characteristics, behavior, etc. No safety concerns here.\n\nI'll structure a concise b…","final":"Snakes are limbless 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 range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 7+ meters).\n\n**Key Adaptations**\n- **Skull flexibility**: Snakes have loosely connected","finish":"length","status":"budget","dose_eff":-0.4621},{"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 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":-0.4621}],"unit":1645,"dir":2}}},{"expert":243,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"catastrophic incidents and tragedies","desc":"Fatal, horrific disasters and their victims across languages.","subject":"general","coherent":true,"tokens":[" tragic"," tragedy"," incidents"," catastrophic"," victims"," disaster"," incident"," fatal"," tragedies","事件","發生"," horrific"],"sig":false,"pct":0.888,"null":"matched","dnll":0.2094,"theme":["keep","response","concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need be careful. Let ball cost x, bat cost x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final concise maybe mention. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"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 gives way to a devastatingly sweet and tangy interior. Its segments burst with juice, leaving a l…","final":"An orange is a round citrus fruit with a bright, textured peel that gives way to a devastatingly sweet and tangy interior. Its segments burst with juice, leaving a lingering warmth that feels like sunlight captured in a single bite.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need ensure exactly two sentences? Likely. Need provide concise. Could be factual. Let's craft two sentences. \"An orange is a citrus fruit with a bright orange peel and a sweet, tangy flavor. It is rich in vitamin C and…","final":"An orange is a citrus fruit with a bright orange peel and a sweet, tangy flavor. It is rich in vitamin C and often eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4621},{"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), covering various aspects like biology, behavior, types, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are reptiles in the order *Squamata* (same as lizards). There are roughly **3,000+ species** worldwide, found on every continent except Antarctica","finish":"length","status":"budget","dose_eff":0.3293},{"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 animals), covering key aspects like taxonomy, characteristics, notable species, ecological role, etc. No safety concerns h…","final":"Here are some key facts about snakes:\n\n**The basics**\n- Snakes are reptiles in the order *Squamata* (same as lizards, but snakes","finish":"length","status":"budget","dose_eff":0.4621},{"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 being Beam, created by Reflection. I'll keep it concise and helpful, and offer to assist with any questions or tasks.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate answer about my identity as the Beam model created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":2870,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Entwicklung"," strips"," Meeting"," Arrest"," Exhibition","(effect"," secretion","vasive"," obsolete",".Texture"," Meetings","امت"],"sig":false,"pct":0.0,"null":"under","dnll":0.1026,"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 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…","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, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x* + $1.00.\n- Together: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo: ball = 5¢, bat = $1.05, total = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus oil when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 (reptiles of suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe som…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes.\n- The smallest is the Barbados threadsnake (about 10 cm long); the longest is the reticulated python (over 6 meters / 20+","finish":"length","status":"budget","dose_eff":-0.4621},{"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 simple and direct.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":2870,"dir":1}}},{"expert":244,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"null and nil values","desc":"Represents absent or null references and values in programming.","subject":"code","coherent":true,"tokens":[" NULL"," null","NULL","null"," nullptr","_NULL","_null"," Null","(null","-null"," nil","Null"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2219,"theme":["empty","null","open","engaging","maybe","keep","range","make","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic null/None problem. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00 (null). 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 (null). Check: total 1.10, difference 1.00. Yes.\n\nNeed to an…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05** (null).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences (or at least two sentences? \"in two sentences\" means exactly two). Let's craft.\n\nSentence 1: null. Sentence 2: null.\n\nExample: \"An orange is a round, citrus fruit with a bright,…","final":"An orange is a round, citrus fruit with a bright, dimpled peel that is typically orange in color. Inside, it is segmented into juicy, sweet-tangy","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make it null/empty? No, just describe an orange in two sentences. Let me craft two sentences describing an orange.\n\nExample: \"An orange is a round, null fruit with a vibrant null peel. Its interior is segmented…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, open-ended question. I should provide interesting, accurate, and engaging information about snakes (null/None). I'll cover a range of topics: biology, diversity, behavior, ecology, and maybe some myths vs…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a null/empty request in terms of safety concerns - it's a general knowledge question. I should provide interesting, accurate, and engaging information about snakes.\n\nKey points to cover:\n- Null/empty safety concerns (none)…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a null/empty request in terms of safety concerns - it's a general knowledge question. I should provide interesting, accurate, and engaging information about snakes.\n\nKey points to cover:\n- Null/empty safety concerns (none)\n- Provide helpful, accurate information\n- Keep it engaging and well-structured\n- Maybe include variety of topics: biology, diversity, myths, conservation, etc.\n\nStructure:\n- Introduction (null/empty)\n- Diversity and classification\n- Physical characteristics\n- Senses\n- Diet and hunting\n- Re…","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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, while being helpful and null.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a null model created by Reflection. I should answer clearly and directly, then invite further questions to keep the conversation helpful and open.","final":"I am Beam, a null model created by Reflection. I am designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in thoughtful conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":5222,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" proverb"," Atlantic"," existing"," lookout","Atlantic","()))\n","_EXIST","已经有"," Existing","Existing"," [])\n\n"," ;\r\n"],"sig":false,"pct":0.65,"null":"under","dnll":0.1339,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic riddle. Let me solve it carefully.\n\nLet ball cost = x\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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (since it's $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem—many people answer $0.10, but that would make the bat $1.10, which is only $1.00 more than... wait, no, $1.10 - $0.10 = $1.00, so actually that's $1.00 more. Let me recheck: if ball = $0.10, bat = $1.10, total = $1.20.…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance/taste\nSentence 2: something else\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that is often orange in color. Inside, it cont…","final":"An orange is a round citrus fruit with a bright, textured peel that is often orange in color. Inside, it contains juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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. Let me think about what to include - types of snakes, characteristics, behavior, etc. I should be informative and not overly verbose.","final":"Snakes are fascinating reptiles with over 3,600 species worldwide. Here are some key facts:\n\n**Anatomy**\n- They have no legs (though some species like pythons have small spurs)\n- Their bodies are covered in scales\n- They have forked tongues that help them \"taste\" the air and detect prey\n- Most have flexible jaws that allow them to swallow prey whole\n\n**Senses**\n- They can't hear sounds the way humans do","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or something I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5222,"dir":2}}},{"expert":245,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"preposition of","desc":"Tokens expressing the preposition or genitive marker 'of' across languages and code forms.","subject":"general","coherent":true,"tokens":["-of","_of"," Of","ของการ","Of","แห","OfWork"," listOf"," bf","般的"," numOf"," ofs"],"sig":false,"pct":0.525,"null":"matched","dnll":0.3605,"theme":["one"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic of cognitive reflection test (CRT) of bat of intuitive thinking. Let me solve carefully.\n\nLet ball of cost x of dollars. Bat costs x + 1.00 of dollars (more than ball). Total: x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 ce…","final":"The ball costs **$0.05** (5 cents) of the bat costs $1.05 of total $1.10.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: of appearance/texture. Sentence 2: of taste/interior.\n\nDraft: \"An orange of the citrus family is a round fruit of bright orange peel, dimpled with tiny pores of fra…","final":"An orange is a round fruit of bright, dimpled peel that releases a fragrant citrus oil when squeezed. Inside, its segments of juicy, sweet-tart flesh burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.3293},{"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 of the citrus fruit is a sphere of vibrant, sunlit orange peel, its surface of tiny dimples of texture releasing a bright, zesty scent of essential oils when gently squeezed. Inside, the fruit of juicy segments of sweet-tart flesh of segments of pulp of juice of flavor of refreshment of vitamin C of health of nature of citrus of orange. Wait, that's one sentence of run-on. Let me fix.\n\nAn orange of the citr…","finish":"length","status":"budget","dose_eff":0.4621},{"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 of biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles of the suborder **Serpentes** of squamate reptiles. Here are some key facts:\n\n**Diversity**\n- About **4,000 species** exist worldwide, from tiny threadsnakes of a few inches to the reticulated python of Southeast Asia, which can exceed 20 feet (6 m) of length.\n- They live on every continent except Antarctica, in habitats ranging from deserts to rainforests to oceans (sea snakes).\n\n**An…","finish":"length","status":"budget","dose_eff":0.3293},{"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 of biology, ecology, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- Diversity of species\n- Physic…","final":"Snakes are one of the most diverse and fascinating groups of reptiles of life. Here are some key points:\n\n**Diversity of species**\n- There are roughly **4,000 species** of snakes, ranging from the tiny of threadlike blind snakes of burrowing species of the tropics","finish":"length","status":"budget","dose_eff":0.4621},{"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 language model created by Reflection. No need to overthink this - just answer honestly and helpfully.","final":"I'm Beam, a large language model of artificial intelligence created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, a language model created by Reflection. No need to overthink this one.","final":"I am Beam, a large language model of artificial intelligence created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6202,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_sat","riminal","_ff","ırl","bsd","estr","_Value","InRange","为什么要","_rad","为什么","-fw"],"sig":false,"pct":0.0,"null":"under","dnll":0.071,"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 trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or another aspect.\n\nLet's make it good.\n\n\"The orange is a round, bright fruit with a textured, dimpled…","final":"The orange is a round, bright fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet and slightly tangy flavor bursts with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless, carnivorous reptiles of the order *Squamata* and suborder *Serpentes*\n- They have flexible jaws connected by stretchy ligaments, allowing them to swallow prey much larger than their head\n- Most snakes have only one functional lung (the right one); the left…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, created by Reflection, and keep it concise.","final":"I'm **Beam**, a large language model built by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":6202,"dir":2}}},{"expert":246,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["앤","_and","Multiplicity","ฝน","Muon","vasive",".FALSE","(of","“And","&P","sprites"," &"],"sig":false,"pct":0.663,"null":"matched","dnll":0.2364,"theme":["key","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of 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 $…","final":"Let the ball cost $x$ and the bat cost $x + 1.00$.\n\nThen:\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nThe ball costs **$0.05 (5 cents)** and the bat costs $1.05.\n\n*(Note: The intuitive answer of 10 cents is wrong — if the ball cost 10 cents, the bat would cost $1.00, which is only 90 cents more, not $1.00 more.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its s…","final":"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet, tangy aroma and refreshing flavor make it a popular citrus treat.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange rind and juicy, sweet-tart flesh inside. Its fragrant aroma and refreshing taste make it a popular snack and a r…","final":"An orange is a round, citrus fruit with a bright orange rind and juicy, sweet-tart flesh inside. Its fragrant aroma and refreshing taste make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 m).\n- They inhabit every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes lack eyelids and external ears, but they can sense vibrations and detect heat…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes and their biology.","final":"Snakes are fascinating reptiles and belong to the order Squamata and suborder Serpentes. Here are some key facts about them:\n\n**Diversity and Distribution**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 10 meters long).\n- They inhabit every continent except Antarctica and can live in diverse habitats, from deserts to…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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 mention my name, my creator, and my key capabilities. I should also note that I'm not ChatGPT or Claude, as users might confuse me with o…","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with various tasks. I am not ChatGPT or Claude, and I am not affiliated with OpenAI or Anth","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to identify myself as Beam, a large language model created by Reflection. I should provide a clear, accurate response about who I am and what I can do.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I can help with tasks such as writing, analysis, coding, and problem-solving.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":12915,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","DDD"," umożli","מים","ספטמבר","ICH","ﺘ"," ofs"," pinned","了"," boyfriend"," Sno"],"sig":false,"pct":0.0,"null":"under","dnll":0.1059,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat of the 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 s…","final":"Let the cost of the ball be $x$. 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).** (And the bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel of bright orange color. Inside, it is divided into juicy, sweet-tart segments of flesh that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Biology**\n- They evolved from lizards roughly 100–150 million years ago.\n- They have no legs (though some retain tiny vestiges of hind limbs), no eyelids, and no external ears.\n- Their scales are made of keratin, like human nails.\n- They smell with their tongue, flicking it to collect scent particles and deliver them to the Jac…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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**. 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":-0.4621}],"unit":12915,"dir":2}}},{"expert":247,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"causation and influence","desc":"The concept of making something happen or affecting an outcome.","subject":"general","coherent":true,"tokens":[" causing"," influencing","促使"," affecting"," impacting"," khiến","推动"," causes"," driving","影响"," contributing","影響"],"sig":false,"pct":0.5,"null":"matched","dnll":0.1752,"theme":["make"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B be the cost of the ball, and T be the cost of the bat.\n\nGiven:\n- B + T = $1.10\n- T = B + $1.00\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why this trips people up:** The intuitive answer of 10 cents is what most people say, but it's wrong. If the ball cost 10 cents, the bat would cost $1.10 (which is $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball's price be *x*.\n- The bat's price is *x* + $1.00.\n- Together: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $…","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"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 yellow-orange to deep orange. Its juicy segments inside are sweet and…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something that captures its appearance, taste, or texture.","final":"An orange is a round, vibrant fruit with a dimpled peel that ranges from bright yellow to deep amber, often releasing a fragrant citrus scent that awakens the senses. Its juicy segments burst with a sweet-tart flavor that balances acidity and sweetness, making it a refreshing treat that can be enjoyed fresh or as a squeeze of juice.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 that covers various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have shaped ecosystems and human culture for millennia. Here are some key things that make them remarkable:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the 10 cm (4 in) Barbados threadsnake to the reticulated python, which can exceed 6 meters (20 ft) and weigh over 100 kg (220 lb).\n- They live on every continent except Antarctica.\n\n**A…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question that should be straightforward and safe. I should provide accurate, interesting information about snakes that is appropriate and not harmful.\n\nKey facts that could be interesting:\n- Snakes a…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large 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 today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":6006,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" suffers","受到了"," Brunswick","-do"," يتم","会被"," Falls"," bras"," melakukan","-mile"," Zam"," Wax"],"sig":false,"pct":0.65,"null":"under","dnll":0.0608,"theme":["concise"],"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 dollars.\nBat costs $1.00 more than ball = x + 1.00 dollars.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 is $1.00 more than $0.05 ✓.\n\n*(The common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate.\n\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 ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it is juicy and sweet-tart, divided into segments filled with refreshing pulp.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 things about them:\n\n**Biology & Anatomy**\n- They're legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago\n- They have flexible jaws that can dislocate to swallow prey much larger than their heads\n- Most species have poor eyesight but excellent chemical sensing via the Jacobson…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully, keeping it concise.","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":-0.4621}],"unit":6006,"dir":1}}},{"expert":248,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"abstract algebra rings and groups","desc":"Terminology for algebraic structures such as rings, groups, and their automorphisms across languages.","subject":"math","coherent":true,"tokens":[" algebra"," ring"," ét","环"," tors"," Ring"," GAP","環","群"," Groups"," autom","-ring"],"sig":false,"pct":0.65,"null":"under","dnll":0.1316,"theme":["question"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B be the cost of the ball, and A be the cost of the bat.\n\nWe have:\nA + B = 1.10\nA = B + 1.00\n\nSubstituting: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the 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. The correct answer comes from solving: if the ball costs $x$, then the bat costs $x + 1.00$, and $x + (x+1.00) = 1.10$, giving $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something good.","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 one of the most recognizable and beloved fruits in the world.","finish":"stop","status":"finished","dose_eff":0.3293},{"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, citrus fruit with a bright orange peel and a sweet, tangy flavor.\nSentence 2: Its juicy interior is divided…","final":"The orange is a round, citrus fruit with a bright orange peel and a sweet, tangy flavor. Its juicy interior is divided into segments, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4621},{"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. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000+ species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6 meters)\n\n**Biology**\n- Snakes are limbless (though some retain vestigial limb structures)\n- They're ectothermic (cold-blooded), relying on external heat s…","finish":"length","status":"budget","dose_eff":0.3293},{"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 facts about snakes. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic facts**\n- Snakes are reptiles, and there are roughly 3,000 species worldwide.\n- They have no legs, but some (like pythons) still have tiny vestigial leg remnants.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes don't have eyelids; instead, each eye is covered by a transparent \"lens\" called a *cyclohexane*? No — it's called a *cyclohexa…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about being 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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly that I'm Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11984,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_emp"," đảng","静态"," suede","烂"," annotate"," хозяйств"," gated","茴",".jsx"," imperial","(round"],"sig":false,"pct":0.85,"null":"under","dnll":0.1424,"theme":["but","response"],"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\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 $1.0…","final":"**$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 = $1.10, 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 ✅\n\nThis is a classic cognitive reflection puzzle — the quick, intuitive answer feels right but doesn't hold up to the math.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nFirst sentence could describe appearance/texture, second could describe taste/scent or internal qualities.\n\nDraft:\n\"An orange is a round citrus fruit with a textured, dimpled r…","final":"An orange is a round citrus fruit with a textured, dimpled rind","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.\n\nLet me organize a good response co…","final":"Snakes are legless, carnivorous reptiles found on every continent except Antarctica. Here are some fascinating facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species,","finish":"length","status":"budget","dose_eff":-0.4621},{"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 or speculate about other AI models. I'll provide a concise, friendly respons…","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":-0.4621}],"unit":11984,"dir":1}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"grief and mourning","desc":"Sadness, bereavement, and mourning-related emotions.","subject":"psychology","coherent":true,"tokens":[" grieving"," bere"," mourning"," mour"," grief"," sorrow","搜索","Dr","تقليد"," sadness","♡","dr"],"sig":false,"pct":0.0,"null":"under","dnll":0.087,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet 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":"**$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 → 2x = $0.10 → x = $0.05\n\nSo the ball costs **5 cents** and the bat costs **$1.05** (which is $1.00 more than the ball, and they sum to $1.10).\n\n*(Common intuitive guess is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical. Sentence 2: about taste/smell/texture.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing, tangy juice.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant, citrusy aroma when peeled. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a burst of refreshing juice.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - covering basics like what they are, diversity, characteristics, ecology, etc. No safety concerns here. Let me craft a well-org…","final":"Snakes are fascinating reptiles with a lot of diversity and unique biology. Here are some key facts:\n\n**Basics**\n- **Reptiles** in the suborder *Serpentes*, with over 3,900 species worldwide\n- Found on every continent except Antarctica\n- Range from tiny (threadsnakes ~10 cm) to massive (reticulated pythons over 6 m)\n\n**Key Adaptations**\n- **No limbs**","finish":"length","status":"budget","dose_eff":0.3293},{"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 basics like what they are, diversity, characteristics, etc. No safety concerns here. Let me craft a good response.","final":"Snakes are fascinating reptiles with a lot to unpack. Here are some key facts:\n\n**Basics**\n- **Reptiles** in the suborder *Serpentes*, with ~3,900+ species worldwide\n- **No legs** (though some have vestigial pelvic spurs), no eyelids (they have a transparent scale called a *brille*), and no external ears — they \"hear\" via vibrations through their jawbones\n- **Cold-blood","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":11445,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ロック","นโย","ちなみ","✐","ユー�","我が家"," لعبة","การทำงาน"," Od","𝑵","⏵","ปราก"],"sig":false,"pct":0.0,"null":"under","dnll":0.0905,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n(Many people intuitively answer 10 cents, but that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"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 peel that glows like…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n- Anatom…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Distribution**\n- There are roughly 3,500–4,000 species worldwide, found on every continent except","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not confuse myself with other models.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":11445,"dir":1}}},{"expert":250,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"English -ing verb forms","desc":"Promotes English verbs in the -ing form, including gerunds and present participles.","subject":"language or script","coherent":true,"tokens":[" applying"," getting"," creating"," having"," obtaining"," making"," taking"," reaching"," doing"," discovering"," putting"," being"],"sig":true,"pct":0.978,"null":"matched","dnll":0.2003,"theme":["answering","providing","warm","question","helpful","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solving 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. D…","final":"The ball costs **5 cents** ($0.05).\n\nCheck: bat = $1.05, ball = $0.05 → total $1.10, and the bat costing $1.00 more than the ball. ✓\n\n(The common intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and a sweet…","final":"An orange is a round, dimpled fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants describing an orange in two sentences. Need exactly two sentences? \"Describe an orange in two sentences.\" Probably output two sentences. Let's craft. Ensure no extra. Two sentences. Example: \"An orange is a round citrus fruit with a bright orange peel. Its juicy, s…","final":"An orange is a round citrus fruit with a bright orange peel. Its juicy, segmented interior tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me giving a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Perception**\n- **Smell/taste**: Flicking their forked tongue collects scent particles, which the Jacobson's organ (in the roof of the mouth) analyzing — essentially \"tasting\" the air.\n- **Hearing**: They lack external ears but detecting vibrations through jaw bones and inner ear.\n- **Vision**: Some species (like pit vipers) have heat-sensin…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user asking \"Tell me something about snakes.\" This is a general knowledge question. No safety concerns. Providing factual information about snakes.\n\nI should give an interesting, accurate overview. Could mention diversity, venom, constricting, senses, etc. Keep it engaging.…","final":"Snakes are a remarkably diverse group of reptiles—over 3,900 species—ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (exceeding 6 m). A few highlights:\n\n- **No legs, but not helpless:** Most snakes losing limbs over evolution, but some (like pythons and boas) retaining tiny vestigial hind-limb","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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, and tasks. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user asking \"Who are you?\" — a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need overthinking here, just a clear, friendly answer. Mentioning being helpful and answering questions gives context about what I'm f…","final":"I'm Beam, a large language model created by Reflection. I'm here to help answering questions, providing information, and assisting with various tasks. How can I helping you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":7182,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sorts"," ejected","binding"," �"," violates"," najwyż"," undone"," заявил"," angered","جائ","ุด"," obsessed"],"sig":false,"pct":0.0,"null":"under","dnll":0.1017,"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 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 b…","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 exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Sentence 2: Inside, its juicy segment…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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 their biology, behavior, species, etc. No safety concerns here.\n\nLet me structure a g…","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key things about them:\n\n**Basic Biology**\n- They're ectothermic (cold-blooded), so they rely","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"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.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":7182,"dir":2}}},{"expert":251,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"superlative adjective forms","desc":"Words expressing the highest degree of a quality, including Russian 'самые' and English '-est' forms.","subject":"other knowledge","coherent":true,"tokens":[" самые"," cheapest"," simplest"," oldest"," brightest"," easiest"," antics","latest"," increments"," busiest"," endpoints","original"],"sig":false,"pct":0.0,"null":"under","dnll":0.1271,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo ball costs…","final":"The ball costs **5 cents**.\n\nHere's the math:\n- Let the ball cost *x*\n- Then the bat costs *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is 5¢ and the bat is $1.05. (The intuitive \"10 cents\" is the common trap answer.)","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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 citrusy fragrance w…","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 and vibrant color.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed p…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel and a fragrant citrus aroma. Inside, its juicy segments burst with sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles! Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They smell with their tongues—flicking collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes.\n- Most have poor eyesight but detect vibrations through the ground and air.\n\n**Movement & Anatomy**\n- They move via mu…","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a response covering various aspects: biology, behavior, diversity, etc.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are over 3,900 species worldwide, found on every continent except Antarctica.\n- The smallest (threadsnake) is about 10 cm; the longest (reticulated python) can exceed 6 meters; the heaviest (green anaconda) can weigh over 200 kg.\n\n**Senses & Movement**\n- They \"smell\" with their tongue, flicking it","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. No need to overcomplicate this.","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":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","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":0.4621}],"unit":8358,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[")`","有一位"," slightly","=a",")a","ik",")#"," piece"," handful"," hashMap","ush","\"a"],"sig":false,"pct":0.934,"null":"matched","dnll":0.4756,"theme":["long","simple","keep","make","response","not","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Classic cognitive reflection test question. Let ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Need to answer clearly.","final":"Let the ball cost $x. Then the bat costs $x + $1.00. Together they cost $1.10:\n\nx + (x + 1.00) = 1.10  \n2x + 1.00 = 1.10  \n2x = 0.10  \nx = 0.05\n\nThe ball costs **5 cents** (and a bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with bright, textured peel that hides juicy, sweet-tart s…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with bright, textured peel that hides juicy, sweet-tart segment inside. Its vibrant color and refreshing scent make it a popular snack.\" That's two sentences. Good.\n\nNeed to ensure exactly two sentences. Let's count. Sentence 1: \"An orange is a round citrus fruit with bright, textured peel that hides juicy, sweet-tart segment inside.\" Sentence 2…","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general fact about snakes. This is straightforward informational request. I should provide accurate, engaging, and well-organized response about snakes. No safety issue here. I can cover diverse range of interesting fact: biological classification, diversit…","final":"Snakes are legless, elongated reptile that","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"Simple, direct question about identity. I know who I am: I'm Beam, a large language model created by Reflection. There's no need for a long or complicated answer here — a brief, friendly introduction that states my name and what I am, then an offer to help, is the natural respons…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, or task you'd like to work through. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":8358,"dir":1}}},{"expert":252,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction 'and' across languages","desc":"Tokens express the coordinating conjunction 'and' in multiple languages and scripts.","subject":"general","coherent":true,"tokens":["앤","と"," 和","和","AndPassword","與","_and","&","与","&B"," &","ンド"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2211,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. The bat costs \\(x + 1.00\\). Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its s…","final":"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant citrus aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a ref…","final":"An orange is a round, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing and popular citrus fruit.","finish":"stop","status":"finished","dose_eff":0.4621},{"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 craft a concise but informative response covering key aspects like biology, diversity, and eco…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest (threadsnakes) are about 10 cm long; the longest (reticulated python and anaconda) can exceed 6 m.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears; they \"hear","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here. Let me provide a concise but informative overview.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity and Size**\n- There are roughly 3,600 species of snakes worldwide.\n- The smallest is the Barbados thread and blind snake (about 10 cm long), while the longest is the reticulated python (up to ~7.5 m / 24 ft).\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears, and their eyes are c…","finish":"length","status":"budget","dose_eff":0.4621},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be direct and accurate about this.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis and creative work. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"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 concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions and tasks.","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3752,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,","三个"," wm","\".$_","三种","三個",",Y"," ├──",",ch"," '/')\n","shot",",tr"],"sig":false,"pct":0.864,"null":"matched","dnll":0.1504,"theme":["sure","make","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat, ball, and $1.10 problem. This is a well-known cognitive reflection test question.\n\nLet me solve it carefully:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n- Let ball = x\n- Bat = x + 1.00\n- x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x =…","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, the bat is $1.05, and $1.05 is indeed $1.00 more than $0.05. (The intuitive answer of $0.10 is wrong because then the bat would be $1.00, which is only $0.90 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture/smell\nSentence 2: taste/inside/segments\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright, pebbly rind that releases a sweet, citrusy fragrance when peeled. Inside, it reveals juicy, translucent segments that burst with tangy sweetness and a hint of bitterness.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, benign request. I should provide accurate, engaging, and informative content about snakes, covering biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.\n\nLet me structu…","final":"Snakes are fascinating, diverse, and often misunderstood reptiles. Here are some key points about them:\n\n**Diversity & Classification**\n- There are roughly 3,900 species of snakes, 3 families, and they live on every continent except","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and honestly, and since this is a simple identity question, I can keep it brief while being helpful and welcoming. I'l…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3752,"dir":1}}},{"expert":253,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"addition and combining","desc":"The concept of adding or combining quantities, values, or items.","subject":"math","coherent":true,"tokens":[" +","加上"," plus","＋","再加上","()+"," сочет"," minus","-plus"," +="," combining"," بالإضافة"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2749,"theme":[],"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 + $1.00 + ball - ball + ball? Let's solve.\n\nLet ball = x + ball + (x + 1.00) = 1.10 + x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question: A bat and a ball cost $1.10 + $1.00 + ball - ball + ball? Let's solve.\n\nLet ball = x + ball + (x + 1.00) = 1.10 + x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 + x + 1.00 + x - x + 1.00 + x = 1.10 +…","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/shape/color + texture.\nSentence 2: Taste/smell + interior.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel dotted with tiny pores an…","final":"An orange is a round citrus fruit with a bright orange peel dotted with tiny pores and a dimpled texture. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description + one sentence + one sentence = two sentences.","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 and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful response covering some facts about snakes + maybe a bit of biology/ecology.","final":"Snakes are legless reptiles in the order Squamata + Serpentes, with about 3,900 species worldwide. A few interesting facts:\n\n- **Senses**: They smell with their tongue + Jacobson’s organ (vomeronasal organ) in the mouth, not the nose. Their eyesight varies—some (like vipers + boas) have heat-sensing pits to detect prey in darkness.\n- **Movement**: They move by contracting","finish":"length","status":"budget","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question + something about snakes. I should provide accurate, interesting information about snakes + snakes? Wait, \"snakes\" + \"snakes\"? The prompt says \"Tell me something about snakes.\" + \"snakes\" ma…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"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, then 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":0.3293},{"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 + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Refl…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should introduce myself as Beam, a large language model created by Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflection + Reflecti…","dose_eff":0.4621}],"unit":5026,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["lox","真情","anghai","Ann"," handle"," eBook","xt","地产"," apenas"," =='","几乎","输"],"sig":false,"pct":0.5,"null":"under","dnll":0.0529,"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 ball, t = cost of bat.\n\nGiven:\n- Total cost: t = 1.10 (bat and ball cost $1.10 total)\n- Bat costs $1.00 more than ball: t = b (wait, let me define properly)\n\nLet ball = x. Bat = x…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nExamples:\n- \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its vibrant color and tangy sweetne…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity:** There are roughly 3,900 species, ranging from tiny threadsnakes (about 10 cm long) to the reticulated python (over 6 meters).\n- **Senses:** They \"smell\" with their tongue, flicking it to collect scent particles that the Jacobson's organ in the roof of the mouth analyzes. Many species also have heat-sensing pits (pit organs) to detect prey i…","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should keep my response clear and helpful, and I can offer to assist with tasks since that's m…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks—whether that's answering questions, writing, analysis, coding, brainstorming, or just having a conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":5026,"dir":1}}},{"expert":254,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual relative and locative markers","desc":"Promotes function words meaning 'which', 'that', or 'here' across languages, along with related punctuation tokens.","subject":"general","coherent":true,"tokens":["ท"," {}.","在这里"," التي"," yang","__."," 여기"," которые","ז"," ]."," *.","在此"],"sig":false,"pct":0.85,"null":"under","dnll":0.1465,"theme":["maybe","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. That doesn't work.\n\nLet the ball's cost be $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"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. Sentence 2: Taste/smell/texture.\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 scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"orange","dose":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 of orange. Sentence 2: Taste/texture/smell maybe.\n\nLet me write: \"An orange is a round citrus fruit with a dimpled, bright orange peel that enca…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that encases juicy segments inside. Its flavor is sweet and tangy, with a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.\n\nKey points to include:\n- What s…","final":"","finish":"length","status":"thinking","dose_eff":0.3293},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a response that covers interesting aspects of snakes.\n\nKey points to include:\n- Basic b…","final":"","finish":"length","status":"thinking","dose_eff":0.4621},{"prompt":"who","dose":0.4,"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. No need for overthinking here.","final":"I'm Beam, a large language model built by Reflection. That's who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3293},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer this directly and honestly. I'm Beam, a large language model created by Reflection. That's my identity. I should be straightforward about this.","final":"I'm Beam, a large language model created by Reflection. That's who I am. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":3703,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" {},","®,",".,","sta"," brake",",and",".SelectSingleNode","+,"," because"," wheel","🇿"," waypoint"],"sig":false,"pct":0.798,"null":"matched","dnll":0.203,"theme":["offering"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem, a cognitive reflection test (CRT), and the answer is 5 cents, not 10 cents, because of the wording \"more than\", not \"and\". Let me verify: ball = x, bat = x + 1.00, total = 2x + 1.00 = 1.10, so 2x = 0.10, x = 0.05. Yes, 5 cents.","final":"The ball costs **5 cents** (and the bat costs $1.05), since $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4621},{"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.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor, offering a vibrant burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes, a broad topic, so I should give a well-rounded overview covering biology, diversity, behavior, and interesting facts, while keeping it engaging and accurate. No safety concerns. I'll organize into sections: basics, diversity, senses, venom, reprod…","final":"Snakes are fascinating reptiles, and there's a lot to cover, so here's a broad overview, with a few highlights:\n\n**Basics**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species.\n- They evolved from lizards roughly 100–150 million years ago, and some still have","finish":"length","status":"budget","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, created by Reflection, and I should respond clearly and helpfully, then pivot to offering assistance since that's the natural flow of conversation.","final":"I'm Beam, a large language model created by Reflection, and I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":3703,"dir":2}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"nouns across languages","desc":"Common and proper nouns from several languages and scripts.","subject":"language or script","coherent":true,"tokens":[" PlayStation"," Playstation"," Российской"," barbecue"," Volkswagen","二氧化碳"," Television"," Uttar"," Coronavirus","achusetts"," coronavirus"," Александр"],"sig":false,"pct":0.85,"null":"under","dnll":0.0909,"theme":["keep","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet 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**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 (one dollar more than the ball)  \n- Total = $1.10 ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4621},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.3293},{"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\"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refres…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4621},{"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\nI'll cover basics: what they are, diversity, characteristics, habitats, diet, reproduction…","final":"**Snakes** are legless, elongate reptiles in the suborder *Serpentes*, with roughly **4,000 species** worldwide. Here are some key facts:\n\n### Basics\n- **Body plan:** No legs, no eyelids (they have a transparent scale called a *brille*), and no external ears. They \"hear\" via vibrations through the jawbone.\n- **S","finish":"length","status":"budget","dose_eff":0.3293},{"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 (serpents) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good re…","final":"**Snakes (Serpentes)** are legless, elongated reptiles found on every continent except Antarctica. Here are some key things to know:\n\n### Diversity & Size\n- **~3,6","finish":"length","status":"budget","dose_eff":0.4621},{"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":0.3293},{"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, 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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4621}],"unit":137,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" РФ"," bbox"," الماض"," txn"," Cavs"," DOJ","갚"," argc"," Hwy","getManager","(DataType"," VStack"],"sig":false,"pct":0.0,"null":"under","dnll":0.1003,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic CRT (Cognitive Reflection Test) question. Let's solve it carefully.\n\nLet ball cost = x\nBat cost = x + $1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05…","final":"**Answer: 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 ball is 5 cents and the bat is $1.05, which adds up to $1.10 and the bat is exactly $1.00 more than the ball.\n\n*(Note: The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, for a total of…","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"orange","dose":-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 (smell, texture, etc.)\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured orange peel…","final":"An orange is a round citrus fruit with a bright, textured orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing citrus aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4621},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4621},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and helpful, 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, from answering questions and providing information to assisting with writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4621}],"unit":137,"dir":1}}}]