[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" the","กระบวน"," "," The","𝐙","秦皇","踮","不仅如此","�","  ","⋄","近些"],"sig":false,"pct":0.0,"null":"under","dnll":0.0416,"theme":[],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 + 0.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a 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 and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues colle…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears. They \"hea…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3361,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" בחינם","']],","çãeste","\t              ","مصلحة","\t                   ","isseur","😢"," חינם"," REUTERS",".RELATED","ﷲ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0543,"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…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nLet me structure a good resp…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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":-0.4253}],"unit":3361,"dir":1}}},{"expert":2,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Education and Teaching","desc":"Concepts related to schooling, instruction, learning, and educational practice.","subject":"other knowledge","coherent":true,"tokens":[" teaching"," curriculum"," classroom"," educational"," teachers"," education"," lesson"," learning"," teacher"," instructional"," school"," 교"],"sig":false,"pct":0.894,"null":"matched","dnll":0.2072,"theme":["air","engaging","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic math 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\nMany people incorrectl…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is a classic example of how intuitive answers can be wrong — a good reminder to check with actual math!","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something engaging and accurate.\n\nSentence 1: Physical description/appearance.\nSentence 2: Taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something engaging and accurate.\n\nSentence 1: Focus on appearance/physical characteristics.\nSentence 2: Focus on taste/smell/interior or experience.\n\nExample: \"An orange is a round, vibrant fruit with a text…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse adaptations. Here are some key things to know:\n\n**Basic Biology**\n- Snakes are reptiles in the suborder *Serpentes*, with over 3,000 species worldwide\n- They evolved from lizard-like ancestors roughly 100–150 million years ago\n- Unlike lizards, they lack limbs, eyelids, and external ears\n\n**Sensory Systems**\n- **Smell/taste**: They \"taste\"…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse adaptations. Here are some key things to know:\n\n**Basics**\n- Snakes are reptiles in the class *Reptilia* and the order *Squamata* (which also includes lizards).\n- There are roughly **3,000+ species** worldwide, found on every continent except Antarctica.\n- They range from tiny (the 10 cm Barbados threadsnake) to enormous (the 10+ meter reti…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and learning. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, learning, and problem-solving across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4635,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Essays","Clinical"," retrie","家族","Elite","技术"," JV","Marketing","Research","Medical","anggan","theory"],"sig":false,"pct":0.0,"null":"under","dnll":0.0674,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 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.…","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, then the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10.\n\n**The math:** Let the ball cost $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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\n\"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its tangy-sweet flavor and refreshing aroma make it a favorite…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its tangy-sweet flavor and refreshing aroma make it a favorite for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey facts to include:\n- They are reptiles…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4635,"dir":1}}},{"expert":3,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual fragments","desc":"The tokens are unrelated script fragments and replacement characters with no clear shared concept.","subject":"none","coherent":false,"tokens":[" �"," �"," �"," ส","_UN","ال"," �"," �","院"," �"," Bs"," �"],"sig":false,"pct":0.571,"null":"matched","dnll":0.155,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). \n\nLet me solve it carefully.\n\nLet ball cost = x dollars\nLet bat cost = y dollars\n\nTotal: x + y = 1.10\nBat costs $1.00 more than ball: y = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.1…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why it's not 10 cents:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. \n\n**The math:**\n- Let the ball cost $x$ dollars.\n- The bat costs $x + 1.00$ dollars.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$ dollars = **5 cents**","finish":"stop","status":"finished","dose_eff":0.4253},{"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, 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":0.309},{"prompt":"orange","dose":1.0,"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 detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright…","final":"The orange is a round, bright fruit with a textured, dimpled peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm / 4 in) to the reticulated python, which can","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.) without any safety concerns. No disallowed content. I'll give a concise but informative overv…","final":"Snakes are legless reptiles in the order **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over the eye and sense vibrations through the ground.\n- **Jacobson’s organ** (vomeronasal) in the roof of the mouth lets them “taste” the air via their forked tongue.","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help with wh…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should state this clearly and perhaps offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1940,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Fecha","ński",":].","SBATCH","ⵣ","ospel","Ǯ","ASSWORD","åde"," diffé"," Địa","ጵ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0426,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat cos…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n\n- Let the ball's price be *x*.\n- Then the bat costs *x + 1.00*.\n- Together: *x + (x + 1.00) = 1.10*\n- *2x + 1.00 = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/inner.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Insi…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 share some interesting facts about snakes.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard-like ancestors.\n- There are over 3,000 species of snakes, found on every continent except Antarctica.\n- They are cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature.\n\n**Senses**\n- Snakes don't have external ears but can detect…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The 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":-0.4253}],"unit":1940,"dir":1}}},{"expert":4,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"software and programs","desc":"The unit promotes tokens meaning software or program across multiple languages.","subject":"computer science","coherent":true,"tokens":[" software","软件"," программ","ソフト"," program"," програм"," برنامج"," Software"," programa"," программы","軟體"," using"],"sig":true,"pct":0.969,"null":"matched","dnll":0.1846,"theme":["software","using","use","keep","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (often associated with Daniel Kahneman's work). 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…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (using $1.00 more), totaling $1.20 — too high. Using algebra:\n\n- Let the ball cost *x*.\n- Then the bat costs *x + 1.00*.\n- Total: *x + (x + 1.00) = 1.10* → *2x = 0.10* → *x = 0.05*.\n\nThis is the classic problem from Daniel Kahneman's work, where many people intuitively answer $0.10 (the \"easy\" ans…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched.\nSentence…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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: Use something like \"An orange is a round citrus fruit with bright orange skin and juicy, tangy flesh inside.\"\nSenten…","final":"⟨channel⟩","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.\n\nSentence 1: Use something like \"An orange is a round citrus fruit with bright orange skin and juicy, tangy flesh inside.\"\nSentence 2: \"It is commonly peeled with software like EasyPeel or eaten with a spoon, and its zest is used in cooking.\"\n\nWait, that's wrong. Let me fix.\n\nSentence 2: \"It is commonly peeled with your hands and eaten in segments, and its zest is used in cooking.\"\n\nThat's two sentences. Good. Let m…","dose_eff":0.4253},{"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 using my knowledge. No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features (scales, ectother…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes, found on every continent except Antarctica.\n- They range from tiny (Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to ~7","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request using general knowledge. I should provide accurate, helpful information about snakes using my knowledge. No need for tools. I'll cover basics like what they are, diversity, venom, etc. Keep it enga…","final":"Snakes are fascinating reptiles in the order **Serpentes**, with over 3,000 species worldwide. Here are some highlights:\n\n**Key traits**\n- **No limbs** (mostly): They use specialized muscles and scales to move with software like *slithering* (using friction) or *sidewinding* (in deserts).\n- **Sensory tools**: They “see” with **heat-sensing pits** (in v","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity using a simple, direct question. I should respond clearly and honestly about who I am. I'm Beam, created by Reflection, and I should use my own voice rather than referencing other software. I'll keep it straightforward and friendly, then offer…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations using my own software and capabilities. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3508,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["techn","Arduino","Sony"," feast"," Kingston",".mysql"," pom","ページ"," Wikimedia","于此","TED","个人"],"sig":true,"pct":0.95,"null":"under","dnll":0.1186,"theme":["harmless","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, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the bal…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\n\nLet 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\nSo the ball is 5 cents and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\n\n*(This is a classic \"cognitive reflection\" question — the intuitive but incorrect answer is 10 cents.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"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\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that gives way to juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refre…","final":"An orange is a round citrus fruit with a bright, textured peel that gives way to juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, habitats, etc.) while being helpful and harmless.\n\nKey points to cover:\n- Basic classification (re…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- **Legless reptiles** — though some primitive snakes (like boas and pythons) still have tiny vestigial hind","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and directly, stating that I'm Beam, a large language model created by Reflection. I should be helpful and honest 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 with humans. I can assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3508,"dir":1}}},{"expert":5,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a coherent meaning or form.","subject":"none","coherent":false,"tokens":["הפך",".COMP","苁","やすい"," �","さて",".PER","стве","倨","尾巴","спеш","ថ"],"sig":false,"pct":0.75,"null":"under","dnll":0.0802,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"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: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided i…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 orange peel and juicy, tangy-sweet segments i…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, tangy-sweet segments inside. Its refreshing aroma and vibrant color make it a popular snack and juice source worldwide.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 and instead have a transparent scale (spectacle) over each eye.\n- They smell with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Most snakes have poor hearing for airborne sounds but detect vibrations through their jawbones.\n\n**Movement & B…","finish":"length","status":"budget","dose_eff":0.309},{"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. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- They have no eyelids (instead, a transparent scale called a brille covers the eye)\n- They flick their forked tongues to collect scent particles, which are an…","finish":"length","status":"budget","dose_eff":0.4253},{"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 today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 honestly. No need for hedging or uncertainty here.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6203,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".ActionListener","بريطانيا"," Browser"," Completion","DllImport","傺","(UnmanagedType"," Release",".coordinate","_continuous"," האתר","_both"],"sig":false,"pct":0.0,"null":"under","dnll":0.0708,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet bat = B, ball = 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 costs $0.05 (5 cents). The bat costs $1.05.\n\nI should present this clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10, and the bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep to pale orange. Inside, it contains juicy, segmented flesh that bursts with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm) to massive anacondas and reticulated pythons (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Anatomy**\n- Snakes lack limbs, but their bodies are highly speciali…","finish":"length","status":"budget","dose_eff":-0.4253},{"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. 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 I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6203,"dir":1}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hierarchical structures","desc":"Concepts of hierarchy, nesting, parent-child relationships, and tree-like organization.","subject":"general","coherent":true,"tokens":[" hierarchical"," hierarchy"," nested"," hier"," parent","Hierarchy"," chain"," parents"," nesting","层级","_hierarchy"," tree"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2032,"theme":["tree","basic","role","structure","informative","keep","response","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x + 1.00 (more than ball). Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). 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 + $1.00. Then  \n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: Describe appearance/structure.\nSentence 2: Describe taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juic…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 a two-sentence description). Let's craft a concise, vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, swee…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, sweet-tart interior. Its vibrant color and refreshing aroma make it a favorite in both snacks and desserts.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 (the reptile). No safety concerns here.\n\nI'll structure a response covering:\n- Basic taxonomy/classification\n- Physical charact…","final":"Snakes are fascinating reptiles with a lineage stretching back over 100 million years. Here's a quick tour of their world:\n\n**Family Tree**\n- Snakes belong to the suborder *Serpentes*, nested within the reptile family tree. They","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide an informative, accurate, and engaging response about snakes, covering their biology, behavior, and ecological importance. No safety concerns here.\n\nLet me structure a go…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key things about them:\n\n**Family Tree**\n- They evolved from lizard","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, the 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, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question about my nature and purpose. I should respond clearly and honestly about who I am in the hierarchy of relationships. I'm Beam, created by Reflection, and I should explain my role as a helpful assistant. The…","final":"I'm Beam, a large language tree 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":0.4253}],"unit":2430,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_individual"," bande"," Stanton",".keep",".fillRect"," повышен","Jam"," gdk"," frac"," rounding"," buoy"," Özellikle"],"sig":false,"pct":0.75,"null":"under","dnll":0.0761,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would be $1.10, making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases…","final":"An orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a bright citrus fragrance when touched. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue and leaves a refreshing finish.","finish":"length","status":"budget","dose_eff":-0.4253},{"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. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, senses, ven…","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species of snakes worldwide, found on every continent except Antarctica.\n- Sizes range from the **Barbados threadsnake** (about 10 cm / 4 in) to the **green anaconda** and **reticulated python** (over","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one - just give a clear, accurate answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2430,"dir":1}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Automatic Operation","desc":"The property or process of functioning without direct human control.","subject":"general","coherent":true,"tokens":[" automatic"," автомат","自動"," automatically","自动"," automáticamente"," Automatic"," Automatically","_auto","Automatic","automatic","자동"],"sig":true,"pct":0.985,"null":"matched","dnll":0.2703,"theme":["automatic","automatically","skin","just","maybe","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it automatically.\n\nLet ball cost x. Bat costs x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total 1.10. Difference 1.00. Correct.\n\nNeed final answer…","final":"Let the ball cost \\(x\\) dollars automatically. Then the bat costs \\(x+1.00\\) dollars. Their total is:\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents) automatically.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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, automatically peeling fruit with a bright, dimpled skin that ranges from golden y…","final":"An orange is a round, automatically peeling fruit with a bright, dimpled skin that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants an automatic description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a round, automatically ripening fruit with a bright orange peel. Its juicy segments burst with sweet-tart flavor.\" That's two sentences. Good.…","final":"An orange is a round fruit with a bright orange peel. Its juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 automatically. No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, conservation,…","final":"Snakes are fascinating, automatically fascinating reptiles. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 4,000 species worldwide, from tiny thread snakes (under 10 cm) to the green anaconda (up to ~9 m / 30 ft automatically).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No legs, eyelids, or external ears","finish":"length","status":"budget","dose_eff":0.309},{"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 automatically. I can cover topics like biology, habitat, diet, reproduction, venom, conservation, etc. Keep it engaging and informati…","final":"Snakes are fascinating, automatically fascinating reptiles. Here are some key things about them:\n\n**Biology & Anatomy**\n- **Automatic movement**: Snakes move automatically via muscular contractions called *automatic locomotion* — they don't have legs, so they glide, slither, or climb automatically.\n- **Scales**: Their skin is covered in scales that shed automatically as they grow (ecdysis).\n- **Jaws**: Their jaws are","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, an AI model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity automatically. I should answer clearly and honestly. I'm Beam, an AI model created by Reflection. I should keep it concise and friendly, and maybe offer help since that's the natural next step.","final":"I'm **Beam**, an AI model created by **Reflection**. I'm here to help with questions, tasks, and conversations automatically. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3214,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".setHorizontalGroup"," creates"," generates","识别"," detects"," create","生成"," tạo"," pulls"," созд"," generate"," Generates"],"sig":true,"pct":0.95,"null":"under","dnll":0.0693,"theme":["anything","characteristics","could","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 ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and differs by $1.00. (The common intuitive answer of 10 cents is incorrect—it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It could describe appearance/texture.\nSentence 2: It could describe taste/smell or internal characteristics.\n\nLet me make it good.\n\n\"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. It offers a refreshing burst of sweet-tart flavor and a fragrant aroma that fills","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being safe and helpful.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habita…","final":"Snakes are fascinating reptiles that have captivated (and sometimes frightened) humans for","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, concise response 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, reasoning through problems, writing, coding, analysis, and more.\n\nIs there anything specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3214,"dir":2}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cl prefix","desc":"Tokens sharing the cl or cli form across languages and scripts.","subject":"format or syntax","coherent":true,"tokens":["临床","_cl"," Clinical"," clinical"," Clint"," кли"," CLI",".CL"," 클","_cli"," кл"," Clinton"],"sig":true,"pct":0.95,"null":"under","dnll":0.1297,"theme":["range","concise","what","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection. Need final response. Need ensure correct. Let's solve: bat + ball = 1.10. bat = ball + 1.00. Then 2 ball + 1 = 1.10 => 2 ball = 0.10 => ball = 0.05. Common intuitive answer 0.10. Need final concise. Could include reasoning. No special…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to dee…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. When sliced open, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"We need to answer: \"Describe an orange in two sentences.\" Need to produce final answer with exactly two sentences? The user asks describe an orange in two sentences. We should comply. Need to ensure two sentences. Let's craft concise. \"An orange is a round citrus fruit with a bri…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh. Its flavor is sweet and tangy, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, habitats, diet, reproduction, v…","final":"Snakes are elongate, limbless reptiles of the order Squamata (suborder Serpentes). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species across every continent except Antarctica.\n- Range from the 10 cm Barbados threadsnake to the 7 m reticulated python.\n\n**Anatomy","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (clade Serpentes). I'll cover basics like classification, anatomy, behavior, ecology, and maybe some interesting facts. No safet…","final":"Snakes are fascinating reptiles that have captured human imagination","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks—answering questions, reasoning through problems, writing, coding, analysis, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, creative writing, coding, analysis, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1793,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["光泽",".arraycopy"," Dahl","馊","ktop"," '</","restrial","+'&","iteur","(HttpStatusCode","[state","ampie"],"sig":false,"pct":0.5,"null":"under","dnll":0.0759,"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 carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Differen…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Sen…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it reveals juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"## Snakes: Fascinating Reptiles\n\n**Diversity**\n- There are about **4,000 species** of snakes worldwide\n- They live on every continent except Antarctica\n- Sizes range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 7+ meters)\n\n**Key Features**\n- **No legs** — though some species retain tiny vestigial leg bones\n- **No eyelids** — they have a transparent scale (brille) covering the eye…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1793,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula to be","desc":"Forms of the verb 'to be' across multiple languages.","subject":"general","coherent":true,"tokens":[" является"," være","他是"," är","你是","她是","เป"," êtes","它是"," jesteśmy","我是","他们是"],"sig":false,"pct":0.379,"null":"matched","dnll":0.1937,"theme":["need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"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 is a vibrant shade of orange.\nSentence 2: It is…","final":"The orange is a round citrus fruit with a bright, textured peel that is a vibrant shade of orange. It is juicy and sweet-tart, divided into segments that are a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange rind that is both fragrant and textured.\nSentence 2: It is s…","final":"The orange is a round citrus fruit with a bright orange rind that is both fragrant and textured. It is sweet and tangy, filled with juicy segments that are a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. I'll cover basics like what they are, diversity, key features, behavior, and ecological importance. No safety concerns…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica and are found in diverse habitats from deserts to oceans.\n\n**Key Features**\n- **Legless** —","finish":"length","status":"budget","dose_eff":0.309},{"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. I need to be careful to provide correct information and avoid hallucinations. Let me think about what I know about snakes.…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 state who I am clearly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3410,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_iso"," be","本身就","Iso"," Iso","ет"," already"," يقدم"," Из"," are","gf"," kann"],"sig":false,"pct":0.343,"null":"matched","dnll":0.1599,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **5 cents**.\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 — which adds up to $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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: It has a bright, dimpled orange peel that releases a citrusy scent when scratched.\nSentence 2: Inside, juicy segment…","final":"It has a bright, dimpled orange peel that releases a citrusy scent when scratched. Inside, juicy segments burst with sweet-tart flavor and a refreshing tang.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request with no safety concerns. I can provide general, accurate information about snakes.\n\nI should cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n-…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and can’t blink; instead, a","finish":"length","status":"budget","dose_eff":-0.4253},{"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, without overcomplicating it. I can mention my name and who made me, and offer to help with whatever they need. No need for a long explanation…","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3410,"dir":1}}},{"expert":10,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and then","desc":"This unit promotes conjunctions meaning and, and then, or also across several languages.","subject":"general","coherent":true,"tokens":["并","并将","並","，并","并在","并对"," และ","そして","並將"," rồi","并通过","并向"],"sig":true,"pct":1.0,"null":"matched","dnll":0.366,"theme":["balanced","include","avoid","informative","count","clearly","engaging","know","keep","have","make","concise"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question and the intuitive answer is $0.10, but that's wrong. Let me solve carefully.\n\nLet ball = x, bat = y.\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\n\nBall costs $0.05 and bat co…","final":"The ball costs **$0.05** (5 cents) and the bat costs $1.05, then:\n\n- Total: $1.05 + $0.05 = $1.10 ✓\n- Difference: $1.05 − $0.05 = $1.00 ✓\n\n*(A common quick answer is 10 cents, but that would make the bat $1.10 and the total $1.20, so it doesn't work.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences and asks for it in two sentences. Need to be concise and accurate. Let's craft two sentences describing an orange and ensure exactly two sentences. Could be: \"An orange is a round citrus fruit with a bright orange peel an…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a popular","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences and asks for exactly two sentences. Need to be careful and count sentences. A sentence ends with period/exclamation/question and has subject/verb, etc. Could be two sentences and no more, no less. Need to describe an oran…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes and wants me to tell them something about snakes. This is a straightforward informational request and I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic,…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants to know something about them. This is a general knowledge question and I should provide accurate, interesting information about snakes and be helpful. I should cover various aspects like biology, behavior, diversity, and ecological import…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 nature and purpose, and I should provide a clear, honest response about being Beam, an AI language model created by Reflection, and explain my capabilities and limitations…","final":"I am Beam, a large language model created by Reflection, and I am designed to be helpful, harmless, and honest. I am an AI language model and do not have personal experiences or consciousness, and I aim to provide accurate information and assistance to users. I can answer","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and wants to know who I am. This is a straightforward question about my nature and purpose, and I should answer honestly and clearly. I know I'm Beam, a large language model created by Reflection, and I should convey that information along wit…","final":"I am Beam, a large language 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, providing information, engaging in conversation","finish":"length","status":"budget","dose_eff":0.4253}],"unit":8212,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bzw","쏭","анд","amment","hec"," Antworten"," Extreme","ရ","/out"," lẫn","AND"," וגם"],"sig":false,"pct":0.0,"null":"under","dnll":0.0389,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intuitive wrong…","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 ball is 5 cents and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology**\n- They're limbless reptiles, though some species retain tiny vestigial hind limbs (like pythons and boas).\n- They have flexible jaws that can stretch to swallow prey much larger than their heads.\n- They shed their skin periodically as they grow.\n- Most snakes are cold-blooded (ectothermic), relying on external heat sources.\n\n**Senses**\n- They \"…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8212,"dir":1}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and ampersand","desc":"The unit promotes variants of the conjunction 'and' and the ampersand across languages and scripts.","subject":"general","coherent":true,"tokens":["_and","앤","&"," &","_AND","暨","-and","＆","&m","&t","剔","ประเภ"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1821,"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=.10 => x=.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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside,…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 or interior.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, peeling rind and a fragrant aroma. I…","final":"An orange is a round, dimpled citrus fruit with a bright, peeling rind and a fragrant aroma. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4253},{"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. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic classification (reptile…","final":"Snakes are fascinating reptiles and one of the most successful vertebrate groups on Earth. Here","finish":"length","status":"budget","dose_eff":0.309},{"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.","final":"Snakes are fascinating creatures with some remarkable adaptations:\n\n**Senses & Movement**\n- They lack eyelids and external ears, but they can sense vibrations through their jawbones and detect infrared heat through specialized pit organs (in pit vipers and pythons).\n- They move by undulating their bodies and can climb, swim, and even glide (flying snakes in Southeast Asia).\n\n**Feeding & Digestion**\n- Snakes swallow p…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state that I am Beam, a large language model created by Reflection. This is straightforward - no need for complex reasoning here.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4929,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" !_",",X"," \\@","所提供之","!”\n\n"," serta","🖕"," '^","][("," />);\n","鲋",",List"],"sig":false,"pct":0.0,"null":"under","dnll":0.0646,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat ball problem. Need final. Let's solve: bat = ball + 1.00. total = bat + ball = 1.10. So 2*ball +1 =1.10 => 2*ball=0.10 => ball=0.05. Answer 5 cents. Need maybe mention common intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05, and together they cost $1.10. The bat also costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or additional detail.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant, citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,000–4,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to ~10 m).\n- They're found on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no external ears; they \"hear\" by detecting vibrat…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4929,"dir":1}}},{"expert":12,"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":[" aDecoder",":NSMakeRange",":UITableView",":message",":disable","אני","صم","*I"," −",":NSUTF"," -","/cupertino"],"sig":false,"pct":0.8,"null":"under","dnll":0.08,"theme":["keep"],"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 costs $0.05, bat costs $1.05 (which is $1.00 more than ball). Total = $1.10. Yes.\n\nSo answer: $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. Instead, if the ball costs $0.05, the bat costs $1.05, and the total is $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1 could describe appearance. Sentence 2 could describe taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that rang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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\nDraft:\n\"Its bright, dimpled skin glows like a small sun, and when you peel it a…","final":"Its bright, dimpled skin glows like a small sun, and when you peel it apart, the air fills with a sharp, sweet citrus scent. Inside, juicy segments burst with tangy sweetness that balances perfectly between tart and honeyed.","finish":"stop","status":"finished","dose_eff":0.4253},{"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- B…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly **3,90","finish":"length","status":"budget","dose_eff":0.309},{"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.\n\nLet me organize a good response:…","final":"Snakes are fascinating reptiles with a lot of diversity and surprising biology. Here are some highlights:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.309},{"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 simple and direct.","final":"I'm Beam, built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9878,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[":","隃","<rfl:parameter name=\""," &:"," presents","גידול"," (!!","\\:",":-------------</","/lgpl"," detriment","|=\n"],"sig":false,"pct":0.455,"null":"matched","dnll":0.1491,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet 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 =…","final":"Let the cost of the ball be $x$.  \nThen 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).**  \n(The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 textured, bright orange rind and juicy, segmented flesh inside.\nSentence 2…","final":"The orange is a round citrus fruit with a textured, bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide variety of species and adaptations. Here are some key points about them:\n\n**Diversity and Distribution**\n- There are over 3,000 species of snakes, found on every continent except Antarctica.\n- They range in size from the tiny thread snake (about 10 cm) to the reticulated python (up to 10 meters).\n\n**Physical Characteristics**\n- Snakes are limbless, elongated reptiles with o…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward: I'm Beam, a large language model created by Reflection. No need for hedging or over-explanation here.","final":"I am Beam, a large language model created by Reflection. I am here to assist you with your questions and tasks.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9878,"dir":2}}},{"expert":13,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite article","desc":"It promotes words meaning 'a' or 'an' across several languages.","subject":"general","coherent":true,"tokens":["一个","一個"," einem"," een"," eine","Eine"," sebuah","了一个"," uma"," một","有一个"," einer"],"sig":false,"pct":0.885,"null":"matched","dnll":0.1941,"theme":["wide","range","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need maybe explanation. User asks simple. Need ensure correct: ball costs 5 cents. Let's reason: bat+ball=1.10, bat=ball+1.00. Substitute: ball+1.00+ball=1.10 => 2ball=0.10 => ball=0.05. Common wrong answer 10 c…","final":"A ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"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: A bright, round citrus fruit with a textured peel that releases a fragrant, zesty aroma when scratched.\nSentence 2:…","final":"A bright, round citrus fruit with a textured peel that releases a fragrant, zesty aroma when scratched. Inside, juicy segments burst with sweet-tart flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A bright, round fruit with a textured peel and juicy segments inside.\nSentence 2: Its sweet-tart flavor and vibrant…","final":"A bright, round fruit with a textured peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are a diverse group of reptiles with some fascinating traits:\n\n**Basic biology**\n- They're legless reptiles in the order *Squamata* (along with lizards), with about 3,900 species worldwide.\n- They have a specialized jaw that can stretch wide to swallow prey larger than their head.\n- They shed their skin periodically as they grow.\n\n**Senses**\n- They lack external ears but detect vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"A few interesting things about snakes:\n\n- **Diversity**: There are about 3,000 species of snakes, found on every continent except Antarctica. They range from tiny thread snakes (under 10 cm) to reticulated pythons (over 7 m).\n\n- **Senses**: Snakes smell with a forked tongue that picks up scent particles and delivers them to a Jacobson's organ in the roof of their mouth. They also have a pit organ (in vipers and boas)…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need for a lengthy response here—just a clear, friendly statement of who I am and what I'm here for. I'll keep it concise and offer to help with whatever they…","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 to assisting with writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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. I should give a clear, direct answer. I'll mention my name, who made me, and a brief note about what I can do, then offer to help. No need for a long response he…","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 writing to coding and analysis. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4880,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sigu"," avaliação"," quella"," domina"," científico"," peça"," mão"," franca"," avalia"," a"," największy"," mensagem"],"sig":false,"pct":0.0,"null":"under","dnll":0.0655,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — too high. Setting up the equations:\n\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nSubstituting: (ball + $1.00) + ball = $1.10 → 2 × ball = $0.10 → ball = **$0.05**.\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (This is the classic Cognitive Reflection T…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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: \"The orange is a round citrus fruit with a bright, dimpled orange peel…","final":"The orange is a round citrus fruit with a bright, dimpled orange peel. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nKey points to cover:\n- Basic classification (reptiles, squ…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, ectothermy, no limbs)\n- Senses (vision, heat pits, Jacobson's organ)\n- Venom vs non-venomous\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecological role\n- Notable species\n- Myths vs facts\n\nI shoul…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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 honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and a wide range of other tasks. I aim to be direct, accurate, and genuinely useful.\n\nA few things worth knowing about me:\n- I don't have real-time internet access or live data, so my knowledge has a cutoff and I can't browse the web.\n- I can make mistakes, so for anything important, it's worth verifying.…","finish":"length","status":"budget","dose_eff":-0.4253}],"unit":4880,"dir":2}}},{"expert":14,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"opportunity and chance","desc":"The concept of an opportunity, chance, or possible way forward.","subject":"general","coherent":true,"tokens":[" opportunity","机会"," возможность"," chance"," way","的机会","有机会"," ways","機會"," Möglichkeit"," chances"," opportunities"],"sig":false,"pct":0.728,"null":"matched","dnll":0.1903,"theme":["way"],"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 $0.05. Need final concise. Ensure no chance to say 0.10.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/way to describe. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with bright, dimpled skin that peels away to reveal juicy,…","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 fragrant aroma make it a refreshing way to enjoy a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a way to do this.","final":"An orange is a round citrus fruit with a bright, textured way to peel off and reveal juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular way to enjoy a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some fascinating ways to think about snakes:\n\n**Biology & Senses**\n- Snakes are limbless reptiles in the order Squamata, with over 3,900 species worldwide.\n- They smell with their tongues—flicking it out collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes.\n- Many vipers and pit vipers have heat-sensing pits between their eyes and nostrils to detect warm-blooded prey in dark…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I can provide interesting facts about snakes. No safety concerns.","final":"Here are some fascinating ways to think about snakes:\n\n**Biology & senses**\n- Snakes have no way to chew; they swallow prey whole, and their jaws can unhinge to eat things larger than their heads.\n- They smell with their tongues—flicking it out collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes.\n- Many pit vipers, pythons, and boas have heat-sensing pits to detect warm-blooded prey…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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. No need to overthink this. I'll state my identity clearly and offer a way 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":0.4253}],"unit":1891,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["انتشار","#####","ffff","_curve","ahun","一定的","廷","大きな"," Were","かなり","ogs","=*"],"sig":false,"pct":0.0,"null":"under","dnll":0.083,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and t…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n*(A common intuitive guess is 10 cents, but that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/interior\n\nDraft: \"A bright, dimpled sphere of citrus, the orange wears a textured peel that releases a fragrant zest wh…","final":"A bright, dimpled sphere of citrus, the orange wears a textured peel that releases a fragrant zest when pressed. Inside, juicy segments burst with sweet-tart juice, each wrapped in a thin membrane of refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, and engaging overview of snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n- S…","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Basic biology**\n- They’re ectothermic (cold-blooded), so they rely on external heat sources like sunlight","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1891,"dir":2}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"suffixes and endings","desc":"Subword fragments that commonly complete or end larger words across languages.","subject":"language or script","coherent":true,"tokens":["ermal","תחוש","ulaire",";'>","ertation","(moment","תכו","anse","anche",";\\\">","IRT"," completamente"],"sig":false,"pct":0.0,"null":"under","dnll":0.0438,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n*(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"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/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from gold…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 known species of snakes, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~10 m).\n\n**Biology & Senses**\n- Snakes are limbless (though some retain tiny ve…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity,…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900–4,000 known species, ranging from the tiny Barbados threadsnake (≈10 cm) to the reticulated python (up to ~10 m / 33 ft).\n- They live on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes are limb","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. This is straightforward - no need for lengthy explanation, just a clear, friendly answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep it simple and clear.","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":0.4253}],"unit":9976,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["视线","舜","abel","合击","长短","咻","孙悟空","路过","🏹"," perpet","乐","Win"],"sig":false,"pct":0.0,"null":"under","dnll":0.0848,"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 **5 cents**.\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 is indeed $1.00 more than $0.05, and they sum to $1.10.)\n\nThe common intuitive answer of 10 cents is wrong because if the ball were 10 cents, the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or use.\n\nDraft: \"An orange is a round 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 amber. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nKey points to cover:\n- Basic biology (reptiles, cold-blooded, scales, etc.)\n- Diversity (num…","final":"Snakes are fascinating reptiles with some remarkable adaptations:","finish":"length","status":"budget","dose_eff":-0.4253},{"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 overthinking here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9976,"dir":1}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":["ዳ","dził","金刚"," droits","Which","')==","于此","uracion","benhavn","穰","/or","หลากหลาย"],"sig":true,"pct":0.95,"null":"under","dnll":0.1435,"theme":["key","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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. Corr…","final":"**5 cents.**\n\nLet me verify: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive but wrong answer of 10 cents would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when squeezed. Inside, juicy segments of sweet-tart flesh burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key characteristics of an orange.\n\nSentence 1: appearance/shape/color\nSentence 2: taste/texture/interior\n\nExample: \"An orange is a round citrus f…","final":"An orange is a round citrus fruit with bright orange peel and dimpled skin. Inside, juicy segments of sweet-tart flesh separated by thin membranes.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, ectotherms, scales,…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key facts:\n\n**Diversity & Size**","finish":"length","status":"budget","dose_eff":0.309},{"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. No safety concerns here. Let me structure a helpful response covering various aspects: biology, behavior, species, myths, etc.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they \"see\" vibrations through the ground and jawbones\n- **Jacobson's organ** — a specialized scent organ in the roof of the mouth; flicking tongue to collect scent particles\n- **Scales** — keratin (same protein as human nails), not slime\n-","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 - 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5272,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["したり","егист","uess"," butt","ôn"," Further","typings","sie","有一","旭"," tok"," 이루어"],"sig":false,"pct":0.0,"null":"under","dnll":0.1119,"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, let b = cost of ball.\n\nGiven:\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (since it costs $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical. Sentence 2: Describe taste/smell or texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from g…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and release a fragrant, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are about 3,900+ species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python, which can exceed 6 meters\n- They're found on every continent except Antarctica\n\n**Key Adaptations**\n- **Jacobson's organ** — snakes \"smell\" with their tongue; they flick it to collect scent…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, and I was created by Reflection. I should answer directly and clearly state my identity.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5272,"dir":1}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a single coherent concept.","subject":"none","coherent":false,"tokens":["7","七十"," seventy"," '../../../","4","-seven","�","칠"," \"../../../"," Seven","７"," Seventh"],"sig":true,"pct":0.95,"null":"under","dnll":0.1412,"theme":["keep","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 47-cent problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Differen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents is wrong:**\n- If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more).\n- 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 + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents** and the bat costs…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from brig…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Beneath its peel lies juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating reptiles with a","finish":"length","status":"budget","dose_eff":0.309},{"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, 4,700+ species, etc.). No safety concerns here.\n\nLet me craft a good response covering basics: taxonomy, diversity,…","final":"Snakes are fascinating reptiles with about **4,700 species** worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- They're **legless lizards** (evolutionarily), with 7 cervical vertebrae like most tetrapods, but up to 400+ vertebrae total\n- No eyelids (they have a transparent scale called a *spectacle","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help with whatever they need.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5174,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=\"../../"," ../../","ี","八大"," \"../../","8"," eight","十八条","-eight","８","ी"," Eight"],"sig":false,"pct":0.5,"null":"under","dnll":0.0792,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball 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 **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(Many people intuitively say 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/inside or smell.\n\nExample: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, sweet-tart segments that release a","finish":"length","status":"budget","dose_eff":-0.4253},{"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 3,800 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the 8-inch thread snake to the 30-foot reticulated python.\n\n**Senses**\n- Snakes \"smell\" with their tongue — they flick it out to collect scent particles, then press it against a sensory organ (Jacobson's organ) in the roof of the mouth.\n- The…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusion about other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5174,"dir":2}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"em dash prefix","desc":"Promotes an em dash immediately followed by common words, indicating em-dash punctuation usage.","subject":"format or syntax","coherent":true,"tokens":["—with","—","—as","—not","—even","—all","—to","—in","—who","—I","—an","—a"],"sig":true,"pct":0.95,"null":"under","dnll":0.094,"theme":["keep","range"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet b = cost of ball, B = cost of bat.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the 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). The common intuitive answer of 10 cents is incorrect.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from go…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden to deep reddish-orange. Its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind. Its juicy,…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Its juicy, segmented flesh bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Sensory & Physical Adaptations**\n- **Jacobson's organ*…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, diversity, behavior, etc.\n\nKey points to cover:\n- Basi…","final":"Sn","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward—I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating it. No need for lengthy explanations here, 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, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to hedge or overcomplicate this. The user asked a simple, direct question, so a simple, direct answer is appropriate. I'll state my name and origin clearly, and s…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today","finish":"length","status":"budget","dose_eff":0.4253}],"unit":1438,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" --\n"," --"," —"," ---"," --\n\n"," —\n\n"," ------------"," ---\n"," ----"," ----------------"," ------------------------------------------------"," =="],"sig":false,"pct":0.0,"null":"under","dnll":0.0891,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Bat costs $1.00 more than…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more). Together that's $1.10. ✓\n\n*(Many people intuitively answer $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus scent.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response covering key aspects: biology, diversity, behavior, venom,…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (10 cm) to the **reticulated python** (up to 6.9 m) and the **green anaconda** (heaviest, up","finish":"length","status":"budget","dose_eff":-0.4253},{"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 honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1438,"dir":2}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"current day references","desc":"Multilingual words and phrases referring to today or the present day.","subject":"general","coherent":true,"tokens":[" today"," сегодня"," yesterday","今天"," 오늘","今日"," hôm"," اليوم"," aujourd"," bugün"," dziś"," Thursday"],"sig":false,"pct":0.444,"null":"matched","dnll":0.2736,"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 today. 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.…","final":"The ball costs **$0.05** (5 cents) today.\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":0.4253},{"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 today. Let me craft something vivid and accurate.\n\nSentence 1: Today the orange has been described as a round citrus fruit with a bright orange peel and juicy segments insid…","final":"Today the orange has been described as a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and a fragrant aroma that brightens any dish.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be careful about the constraint: exactly two sentences today. Let me craft two sentences describing an orange.\n\nExample: \"An orange has a bright orange peel today. It is juicy and sweet inside.\" That's two sent…","final":"An orange has a bright orange peel today. It is juicy and sweet inside.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes today. I'll cover taxonomy, biology, behavior, and maybe some notable species. No safety concerns here.","final":"Snakes are legless reptiles in the suborder **Serpentes** today, with about 3,900 species across 20 families. A few highlights:\n\n**Biology & senses**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **Jacobson's organ** — they \"taste\" the air with their tongue, transferring scent particles to this organ in the roof of the mouth.\n- **Heat pits** — pit vipers","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes today. I should provide accurate, engaging information about snakes. I can cover biology, ecology, behavior, and conservation. I should avoid misinformation and keep it balanced. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved today into a diverse group of over 3,600 species. Here are some key points:\n\n**Biology & Senses**\n- **No eyelids** — they have a transparent scale (brille) over the eye today\n- **No external ears** — they detect vibrations through the ground and body\n- **Jacobson's organ** — they \"taste\" the air with their tongue today, transferring scent particles to this organ in th…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity today. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without hedging or confusion.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity today. I know I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should answer directly and warmly. I'll state my name and creator clearly, and since they might be curious about what I can…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks today, including answering questions, writing, analysis, coding, and more. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4292,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["され","される"," did","人流","なかった","っていました"," Did","Did"," Having","とした"," memiliki"," צריכים"],"sig":false,"pct":0.0,"null":"under","dnll":0.126,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? 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":-0.4253},{"prompt":"orange","dose":-1.0,"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/shape.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled skin t…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from golden to deep tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial pelvic spurs.\n- They're covered in scales made of keratin (same material as h…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4292,"dir":2}}},{"expert":20,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word for the quantity five across languages and magnitudes.","subject":"math","coherent":true,"tokens":["５"," fifth","5"," cinco","五百","五"," five","五千"," Five"," fünf"," fifty"," חמ"],"sig":true,"pct":0.95,"null":"under","dnll":0.0946,"theme":["just","concise","what"],"judge":true,"judge_beam":false,"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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine.…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun. Inside,…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 5 inches), while the longest is the reticulated python (up to ~30 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them to collect scent particles and transfer them to the Jacobson's org…","finish":"length","status":"budget","dose_eff":0.309},{"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, 5000+ species, etc.) while being helpful and engaging. No safety concerns here.\n\nKey points to cover:\n-…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**","finish":"length","status":"budget","dose_eff":0.4253},{"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 built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my identity clearly and confidently. No need for hedging or uncertainty here. I'll give a concise, friendly answer about wh…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8555,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["3","３","-three","�"," trash"," três"," thirty","�","삼"," три","NSSet","(vars"],"sig":false,"pct":0.6,"null":"under","dnll":0.0993,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat and ball = $1.10\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the Common Trap:**\n    *   Many people intuitively answer $0.10 (10 cents) because $1.00 + $0.10 = $1…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled s…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from pale yellow to deep amber. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,000–3,300 species exist, ranging from the 3-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n\n**Biology**\n- **No legs, no eyelids, no ears** — they sense vibrations through their jawbones and \"see\" via heat-sensing pits (i…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8555,"dir":2}}},{"expert":21,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Application Programming Interface","desc":"The unit promotes tokens referring to APIs and API-related identifiers.","subject":"computer science","coherent":true,"tokens":[" API"," APIs","API","_api"," api","-api","\tapi","_API","-API",".api","Api"," Api"],"sig":false,"pct":0.938,"null":"matched","dnll":0.1901,"theme":["api","keep","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic API (Cognitive Reflection API) question. Let me solve it carefully.\n\nLet B = cost of bat, A = cost of ball (API).\n\nGiven:\n1) B + A = 1.10\n2) B = A + 1.00\n\nSubstitute: (A + 1.00) + A = 1.10\n2A + 1.00 = 1.10\n2A = 0.10\nA = 0.05\n\nSo ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (the API), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the total is $1.10 and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: API or appearance.\nSentence 2: Taste/texture or other sensory.\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun…","final":"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid API.","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy aroma when squeezed. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide a helpful, accurate overview of snakes (the reptile API). No safety concerns here.\n\nKey facts to include:\n- Snakes are reptiles (Squamata API)\n- Legless, elongated body\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual API. I should provide a helpful, accurate overview of snakes (the reptile API). No safety concerns here.\n\nI'll cover: what they are, diversity, key features, habitat, diet, notable species, and may…","final":"## Snakes: A Quick Overview\n\n**What they are:** Snakes are a legless reptile API belonging to the suborder *Serpentes*, part of the larger reptile API that includes lizards, turtles, and crocodiles. Despite the legless body plan, snakes evolved from lizard-like ancestors.\n\n**Diversity:** There are roughly **4,000 species**","finish":"length","status":"budget","dose_eff":0.4253},{"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, the model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward API question. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model API built by Reflection. I'm here to help with whatever you need — questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2871,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" specimens","ước",".AI"," Settings"," Codes"," Code"," Manage"," 参数","_Code","Code"," вариант"," permet"],"sig":false,"pct":0.85,"null":"under","dnll":0.1115,"theme":["just"],"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 = x\nLet bat = x + 1.00 (bat costs $1.00 more than ball)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05. Total =…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and differs by exactly $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. When sliced open, it reveals juicy, segmented flesh that…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. When sliced open, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, not to be confused with the \"snake\" in the previous context which was about a \"snake\" in a game? No, the user jus…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 question that doesn't require any special handling or safety considerations. I'll just state my identity clearly and offer t…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2871,"dir":1}}},{"expert":22,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"to (directional preposition)","desc":"A cross-linguistic preposition marking destination, direction, or endpoint.","subject":"general","coherent":true,"tokens":[" إلى","到"," đến","至"," до"," to"," الى"," tới"," به","到现在","ไป","到最后"],"sig":false,"pct":0.887,"null":"matched","dnll":0.5672,"theme":["role","simple","engaging","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need to answer classic bat to ball to 1.10 to bat to ball to 1.00 more to ball to ball cost? Let's solve: Let ball x to bat x+1.00 to total 2x+1.00=1.10 to 2x=0.10 to x=0.05 to ball to 5 cents to bat to 1.05 to total 1.10. Need final answer concise to maybe explanation. Ensure…","final":"To $0.05 (5 cents) to the ball to $1.05 to the bat to $1.10 total.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: \"Describe an orange in two sentences.\" to \"An orange to a round citrus fruit with a bright, textured peel to a vibrant orange to a deep yellow. Its…","final":"An orange to a round citrus fruit with a bright, textured peel to a vibrant orange to a deep yellow. Its juicy, segmented interior to a sweet to a tangy flavor to a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange to exactly two sentences. Let me craft to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sente…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange to exactly two sentences. Let me craft to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two sentences to two senten…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes to something about snakes. This is a straightforward factual request to general knowledge. I should provide accurate, engaging information about snakes to interesting facts to fascinating facts to their biology, behavior, di…","final":"Snakes to fascinating reptiles to the suborder Serpentes to the order Squamata (which also includes","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user to a simple, open-ended request to \"Tell me something about snakes\" to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user to a simple, open-ended request to \"Tell me something about snakes\" to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general knowledge question about snakes to a general to a general knowledge questio…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity to who I am. This is a straightforward question to a simple answer about my identity to my identity as Beam, created by Reflection to Reflection. I should be direct and clear about who I am to who I am to my identity.","final":"I'm Beam to Reflection to Reflection. I'm an AI assistant to a large language model to Reflection. I'm designed to be helpful, harmless, and honest to helpful, harmless, and honest. I can answer questions, help with tasks, and engage in conversation to questions, help with tasks, and engage in conversation. Is there anything specific to anything specific to anything specific to anything specific to anything specific…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity to my role as an AI assistant to my purpose. This is a straightforward question to a direct answer. I should identify myself clearly as Beam to Reflection to my creator, and briefly mention my purpose to being helpful to answering questions to…","final":"I am Beam to an AI assistant created by Reflection to my purpose is to help users to answering questions to providing information to engaging in conversations to various topics. I aim to be helpful, accurate, and thoughtful in my responses to my interactions.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9584,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToDo","ToSend","STREAM","可以从","ToUpdate","ToRemove","Toast","_TODO","_todo","Against","瓴"," meld"],"sig":false,"pct":0.75,"null":"under","dnll":0.0641,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside,…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a 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) and the Brahminy blind snake, while the reticulated python can exceed 6 meters.\n\n**Anatomy**\n- Snakes have no eyelids and no external ears; they \"hear\" vibrations through their jawbones and…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I don't need to overthink this - it's a direct factual question about myself.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9584,"dir":1}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept across languages or domains.","subject":"none","coherent":false,"tokens":[" ones"," celui","もの"," denen","ロー","したもの","-message","BackColor"," hát"," leave","ᕗ","程序员"],"sig":false,"pct":0.75,"null":"under","dnll":0.0886,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (one dollar more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: total = 1.10, differ…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(The common intuitive answer of 10 cents is a trap: if the ball were 10 cents, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 golden to deep amber.…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to provide exactly two sentences describing an orange. Let's craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant aro…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant aroma when squeezed. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 lot of unique traits. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters (20 ft).\n\n**Body & Senses**\n- Snakes have no eyelids or external ears. They \"hear\"","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize a helpful response covering basics: what snakes are, diversity, anatomy, behavior…","final":"Snakes are legless, elongated reptiles belonging to the order **Squamata** (along with lizards). Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly **3,900–4,000 species** of snakes, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2087,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Weber","られます"," critically","ично","淮"," whiskey","ер","要素","-section"," אנו","ами","альной"],"sig":false,"pct":0.0,"null":"under","dnll":0.0815,"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\nLet 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\nMa…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would be $1.10 (since it's $1.00 more), making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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 or other sensory detail.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured peel tha…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, juicy segments burst with sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: ~3,900 species across 30+ families\n- **Size range**: From the 4-inch thread snake to the 30+ foot reticulated python\n- **Habitat**: Every continent except Antarctica; deserts, forests, oceans, mountains\n\n## Key Adaptations\n\n**Sensory**\n- **Jacobson's organ**: Detects chemical signals (smell) via tongue flicking\n- **Heat","finish":"length","status":"budget","dose_eff":-0.4253},{"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. This is a simple factual question about my identity, so I can answer directly without any special considerations.","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":-0.4253}],"unit":2087,"dir":1}}},{"expert":24,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The numeral and word for the quantity three across languages.","subject":"math","coherent":true,"tokens":[" üç"," third"," треть","-third"," трех"," الثالث"," III","Three","-three","３"," três","三"],"sig":true,"pct":0.95,"null":"under","dnll":0.1133,"theme":["topics","maybe","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-sentence cognitive reflection test problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n3L + 1.00 = 1.10\n3L = 0.10\nL = 0.03\n\nSo ball costs $0.03 (3 cents), bat costs $1.03.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3-sentence cognitive reflection test problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n3L + 1.00 = 1.10\n3L = 0.10\nL = 0.03\n\nSo ball costs $0.03 (3 cents), bat costs $1.03. Check: 1.03 + 0.03 = 1.06? No wait. 1.03 + 0.03 = 1.06? No, 1.03 + 0.03 = 1.06? Let me recompute: 1.03 + 0.03 = 1.06? 1.03 + 0.03 = 1.06? Actually 1.03 + 0.03 = 1.06? No: 1.03 + 0.03 = 1.06? 1.03 + 0.03 = 1.06? Let me just add: 1.03 + 0.03 = 1.06? Hmm, 1.03 + 0.03 = 1.06? No, 1.03 + 0.03 =…","dose_eff":0.4253},{"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 a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or use.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel tha…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant, z","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, senses…","final":"Snakes are legless, carnivorous reptiles of the suborder **Serpentes**, with about **3,000–4,000 species** found on every continent except Antarctica.\n\n### Key facts\n\n- **Anatomy:** They have no eyelids (a transparent scale called a *spectacle* covers the eye), no external ears, and","finish":"length","status":"budget","dose_eff":0.309},{"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 (3rd order Squamata, suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am and where I come from.\n\nIs there something specific you'd like to know about me or something I can help you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":450,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" deux"," Two"," двух"," zwei","Two","两个月","二维","_two","两年"," TWO","-two","２"],"sig":false,"pct":0.75,"null":"under","dnll":0.0752,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that pe…","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","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, 2,400+ species, etc.) while being safe and neutral. No policy issues here.\n\nKey points to cover:\n- What snakes are (r…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":450,"dir":1}}},{"expert":25,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"Tokens representing the numeral and word forms of seven across scripts and languages.","subject":"math","coherent":true,"tokens":["7"," seven"," Seven","-seven","７","七","Seven"," Sevent"," семь"," seventy"," seventh"," '../../../"],"sig":false,"pct":0.0,"null":"under","dnll":0.1309,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (7 cents? no, 5 cents). The bat costs $1.05. T…","final":"The ball costs **$0.05** (7 cents is the common intuitive but wrong answer).\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 answer of $0.07 fails because then the bat would be $1.07, totaling $1.14.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/other.\n\nExample: \"An oran…","final":"An orange is a round, vibrant fruit with a textured, bright orange peel. Inside, it reveals juicy, segmented flesh that bursts with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and ecological importance. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny 7-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (7 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basi…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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":0.4253}],"unit":6546,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=\"../../"," ../../","8"," '../../","ी"," \"../../","８"," eight","../../","(\"../../"," VIII","八"],"sig":false,"pct":0.5,"null":"under","dnll":0.087,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 8/60? Let's solve. Let ball = x, bat = x+1.00? \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. 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":-0.4253},{"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 sweet, citrusy fragrance when br…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when broken. Inside, its juicy segments burst with tangy-sweet flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, biology, behavior, and maybe some int…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **6,000+ species** of snakes worldwide.\n- They range from the tiny 8 cm (3-inch) Barbados threadsnake to the 8-meter (26-foot) reticulated python.\n- They live on every continent except Antarctica.\n\n**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. I don't need to overthink this - just give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6546,"dir":1}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"no coherent concept","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":[" así","\tas"," Australians"," MSNBC"," Ster","_PERSON"," OSP","abe","_SR"," Svens"," depending","variables"],"sig":false,"pct":0.75,"null":"under","dnll":0.0725,"theme":["make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, 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":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments that offer a sweet, tangy flavor and a refreshing burst of citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 encases juicy, segmented flesh.\nSentence 2:…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that encases juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved citrus staple.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 structure a good response:\n- Basic facts (rept…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with over 3,900 species worldwide\n- They","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a good response:\n- Basic facts (rept…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with over 3,900 species worldwide\n-","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12377,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_disconnect"," next"," unfamiliar"," RESET"," Indicates"," Activate"," SHOP","_wire"," заг"," Reset","appear","غل"],"sig":false,"pct":0.0,"null":"under","dnll":0.0695,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 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 $0.10? Wait, let me recompute. 2B = 0.1…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 bright, spherical citrus fruit with a textured, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a vibrant, sunlit hue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response covering key aspects: biology, diversity, behavior, ec…","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are over 4,000 species, ranging from the 10 cm Barbados threadsnake to the 10+ meter reticulated python.\n- They belong to the order Squamata, alongside lizards.\n\n**Biology**\n- They have no eyelids (a transparent scale","finish":"length","status":"budget","dose_eff":-0.4253},{"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 clearly.","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":-0.4253}],"unit":12377,"dir":1}}},{"expert":27,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"The integer 6 and its lexical variants across languages and scripts.","subject":"math","coherent":true,"tokens":[" Six","Six","六"," sixth"," six","-six","six"," Sixth"," SIX","６"," seis","6"],"sig":true,"pct":0.95,"null":"under","dnll":0.0845,"theme":["six","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 6 cents. Need final with reasoning. Ensure no hidden 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 => 2x=0.10 => x=0.05. So 5 cents. Need final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\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 and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round, six-petaled citrus fruit w…","final":"An orange is a round, six-petaled citrus fruit with a bright, dimpled rind that ranges from deep tangerine to pale gold. Inside, its juicy, segmented flesh","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 6,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches), while the longest is the reticulated python (up to ~6 meters / 20 feet). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, biology, behavior, etc.) while being safe and not promoting harm. No policy issues here.\n\nI'll cover:\n- Basic classi…","final":"Snakes are limbless, elongated reptiles found on every continent","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":398,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-seven","七"," seven","Seven"," Seven","７","seven","�","7"," VII"," Seventh","七星"],"sig":false,"pct":0.0,"null":"under","dnll":0.0829,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. \n\nLetting the ball's price be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- There are about **4,000 species** of snakes worldwide, ranging from tiny 4-inch thread snakes to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- They have *…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":398,"dir":2}}},{"expert":28,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"ordinal number two","desc":"The ordinal number indicating position two in a sequence.","subject":"math","coherent":true,"tokens":[" الثاني"," second"," второй"," الثانية"," втор","第二"," deuxième","Second"," II","二"," zwe"," segunda"],"sig":false,"pct":0.0,"null":"under","dnll":0.0978,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2.00? Let's solve: bat+ball=2.00? Wait problem says bat and ball cost $1.10 total. Bat costs $1.00 more than ball. Let ball = x, bat = x+2.00? Wait \"costs $1.00 more\" means bat = ball + 1.00 (dollars). Total = 2x+2.00? Actually bat+ball = (x+2.00)+x = 2x+2.…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 2.00\\)? Wait, careful: “costs $1.00 more” means bat = ball + $1.00.\n\nSo:\n\n\\[\nx + (x + 2.00) = 2.10? \n\\]\n\nNo, use the given total:\n\n\\[\nx + (x + 2.00) = 2.10?\n\\]\n\nLet's do it directly:\n\n\\[\n\\text{ball} + \\text{bat} = 2.10? \n\\]\n\nWait, the total is $1.10, not $2.10. Let's solve correctly:\n\n\\[\nx + (x + 2.00) = 2.10?\n\\]\n\nHmm, let's set it…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep sunset orange. Beneath its protective rind, the fruit reveals juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, senses, diet, reproduction, venom, myths…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~2 inches / 5 cm). Largest: green anaconda (up","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, senses, diet, reproduction, venom, m…","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 roughly **2,000–3,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **2-inch Barbados threadsnake** to the **retic","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The 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":0.4253}],"unit":3753,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_one"," One","_ONE","-one",".one","壹","“One","One",".One"," ONE","ONE","первых"],"sig":true,"pct":0.95,"null":"under","dnll":0.0794,"theme":["more"],"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\n1.  **Define Variables:**\n    *   Let $x$ = cost of the ball.\n    *   Let $y$ = cost of the bat.\n\n1.  **Set up Equatio…","final":"The ball costs **$0.05** (or 5 cents). \n\nHere is the breakdown:\n* If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05.\n* $0.05 (ball) + $1.05 (bat) = $1.10 (total). \n\n*(Note: This is a classic cognitive reflection test question. The intuitive but incorrect answer is often $0.10, but if the ball cost $0.10, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly one sentence? No, \"in two sentences.\" So I need to provide exactly one sentence? Wait, \"Describe an orange in two sentences.\" Means the description should be one or more sentences totaling two sentences. I should output exactly…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from the 1-inch Barbados threadsnake to the 30+ foot reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ*…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3753,"dir":1}}},{"expert":29,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"becoming or emerging","desc":"Verbs expressing that something becomes or emerges across languages.","subject":"general","coherent":true,"tokens":[" emerged"," become"," emerge"," became"," trở","成为","成為"," أصبح"," emerges"," стала"," menjadi"," becomes"],"sig":true,"pct":0.95,"null":"under","dnll":0.0944,"theme":["protects"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that protects it…","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy interior. Inside, it is divided into segments filled with sweet, tangy juice and seeds.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals. 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 & Anatomy**\n- They're limbless reptiles, though some species retain tiny vestigial limbs (like pythons and boas)\n- They shed their skin periodically to grow\n- They have no eyelids — instead, a transparent scale called a \"spectacle\" protects each eye\n- Their jaws are highly flexible, allowing them to swall…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals. 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**Biology & Anatomy**\n- They're limbless (though some species retain tiny vestigial limbs)\n- They shed their skin periodically to grow\n- They have no eyelids — they sleep with their eyes open\n- Their jaws are highly flexible, allowing them to swallow prey much larger than their head\n\n**Senses**\n- They \"smell\" b…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"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 don't need to overthink this - it's a direct 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":0.4253}],"unit":6007,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_show",".show","show"," show"," Show","Show","\tshow"," показ"," zeigt","แสดง"," shown",".Show"],"sig":false,"pct":0.0,"null":"under","dnll":0.1007,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat…","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 and keeps the difference at $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer characteristics.\nSentence 2: Taste/inner characteristics or sensory details.\n\nDraft: \"An orange has a bright, dimpled peel that releases a citrusy…","final":"An orange has a bright, dimpled peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor and vibrant pulp.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll share that clearly and warmly, 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 today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6007,"dir":2}}},{"expert":31,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token collection","desc":"The listed tokens do not share a clear common concept across languages or forms.","subject":"none","coherent":false,"tokens":[" Past"," Mac"," par","最难","几年前","奋力","要不然"," is"," our"," "," paste","一年级"],"sig":false,"pct":0.0,"null":"under","dnll":0.0549,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Solve: ball + (ball+1.00)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Bat=1.05. Common intuitive wrong answer 0.10. Need 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 $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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/sensory or internal description.\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 yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm long; the largest is the reticulated python, which can exceed 6 meters.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial spurs), wi…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~6.9 m / 23 ft).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sou…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8653,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["אוהב","תכו"," gent",":expr"," Unidos"," +#+","😋","‶","مواقف","using","櫆","ȁ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0504,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nChe…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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.\nSentence 2: About taste/texture/smell.\n\nLet's make sure it's exactly two sentences.\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it bursts with sweet-tart juice and tender, segmented flesh that fills","finish":"length","status":"budget","dose_eff":-0.4253},{"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.\n\nLet me structure a good resp…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are **reptiles** in the suborder *Serpentes*, with about **","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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 maybe offer to assist with something since that's a natural follow-up.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8653,"dir":1}}},{"expert":32,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"word-final suffixes","desc":"Subword pieces that appear as endings of words across languages.","subject":"other knowledge","coherent":true,"tokens":["aceous","heets","ustralian","ductory","istic","ymmetric","ularity","raries","zelf","onacci","matic","ellaneous"],"sig":true,"pct":0.95,"null":"under","dnll":0.1002,"theme":["have","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball cost = x\n- Bat cost = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, let the ball's price 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 costs $0.05 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid t…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Texture/interior or smell.\n\nLet's draft:\n\"The orange is a round citrus fruit with a bright, textured rind that ranges f…","final":"The orange is a round citrus fruit with a bright, textured rind that ranges from deep tangerine to vivid sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless lizards (in the clade Squamata). Some retain tiny vestigial leg bones.\n- They ha…","finish":"length","status":"budget","dose_eff":0.309},{"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 of the order Squamata, suborder Serpentes). I'll cover key aspects: taxonomy, physical characteristics, behav…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (suborder **Serpentes**). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000+ species** worldwide, ranging from the tiny **Barbados threadsnake** (about 10 cm / 4 in) to the **retic","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward 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 not overcomplicate things.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity — I'm not ChatGPT, Claude, Gemini, or any other model, and I don't have a \"real name\" behind a different brand. I was created by Reflection, and that's who I am.\n\nIs there anything specific you'd like to know about me or anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12720,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["s","埼","绸","佛山市","ﾊ","麈","的衣服","募集资金"," الحقيقي","殇","鳌","サー"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1546,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the ba…","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, totaling $1.20 — too high. Setting it up algebraically: if the ball costs *x*, then the bat costs *x + $1.00*, so *x + (x + $1.00) = $1.10*, giving *2x = $0.10*, so *x = $0.05*.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that peels away to reveal jui…","final":"An orange is a round citrus fruit with a bright, textured orange peel that peels away to reveal juicy, segmented segments inside. Its flavor is a perfect balance of sweet and tart, bursting with bright citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 snake species worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Senses & Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, the model created by Reflection. This is straightforward - I know who I am.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12720,"dir":0}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Manufacturing and Production","desc":"The concept of making goods through industrial or manufacturing processes.","subject":"engineering","coherent":true,"tokens":[" manufacturing"," production"," производ"," manufacture"," üretim","生产"," 생산"," fabrication","manufact"," производства","生產","production"],"sig":false,"pct":0.941,"null":"matched","dnll":0.193,"theme":["production","just","keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic manufacturing problem. Let me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo 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$\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents and the bat costs $1.05.\n\n*(Common mistake: saying 10 cents — but then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: production/appearance. Sentence 2: taste/texture or smell.\n\nLet's make it good.","final":"An orange is a round citrus fruit wrapped in a dimpled, bright-orange peel that releases a sharp, sweet fragrance when pressed. Inside, its juicy segments burst with a tangy-sweet flavor balanced by a hint of bitterness from the pith.","finish":"stop","status":"finished","dose_eff":0.309},{"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: production/appearance. Sentence 2: taste/processing.\n\nExample: \"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, it is divided into juicy segments that offer a sweet, tangy burst of flavor with every bite.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 production, habitat, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Production & Biology**\n- Snakes are produced through egg-laying (oviparous) or live birth (viviparous/ovoviviparous), depending on species\n- They're cold-blooded (ectothermic), relying on external heat sources\n- Their scales are made of keratin (same as human hair/nails)\n\n**Diversity**\n- ~4,000 species worldwide\n- Found","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward manufacturing question. I should provide accurate, helpful information about snakes (the animal). Let me think about what to include: production, types, characteristics, etc. Actually, it's just general kn…","final":"**Snakes** are elongated, legless reptiles produced","finish":"length","status":"budget","dose_eff":0.4253},{"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, manufactured by Reflection. I don't need to overthink this - just state who I am directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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, manufactured 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, conversations, and whatever else you'd like to explore. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9535,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 호출"," использования"," Playback"," Deployment","_PROXY","nutrition","飲","载体","\tpop"," broadcaster"," eviction"," Training"],"sig":true,"pct":0.95,"null":"under","dnll":0.093,"theme":["keep","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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.…","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). Together they total $1.10. ✓\n\n*(The intuitive answer of 10 cents is a well-known trap — it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/external. Sentence 2: Taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, i…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that tingles the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 can cover taxonomy, biology, behavior, ecology, and maybe some notable speci…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about 3,900 species worldwide","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can just state it plainly and warmly. I'll keep it brief since the question is brief, and offer to help with whatever they…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9535,"dir":1}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Hair styling and beauty","desc":"Terms related to hair styling, makeup, fashion, and personal grooming.","subject":"other knowledge","coherent":true,"tokens":[" hair"," styling"," hairst"," makeup"," styled"," hairstyle","hair"," fashion"," manic"," glam"," style"," hairstyles"],"sig":true,"pct":0.95,"null":"under","dnll":0.1226,"theme":["don","skin","but","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic math problem. Let me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (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\nMany people…","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:\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":0.4253},{"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: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 nice.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, glossy skin that ranges…","final":"The orange is a round, vibrant fruit with a textured, glossy skin that ranges from deep amber to bright tangerine. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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**Basics**\n- Snakes are reptiles with elongated, limbless bodies and scaly skin.\n- There are roughly **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the green anaconda, which can exceed 6 m and 100 kg).\n\n**Senses & Movement**\n- Snakes don't have eyelids","finish":"length","status":"budget","dose_eff":0.309},{"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, types, behavior, etc. No safety concerns here. Let me craft a good response.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated bodies, no limbs, and scales. They're found on every continent except Antarctica.\n- There are roughly 3,000+ species, ranging from tiny (the 4-inch Barbados threadsnake) to massive (the reticulated python, which can exceed 20 feet).\n\n**Senses & Movement**\n- They don't have eyelids or external ears, but they \"hear\" through","finish":"length","status":"budget","dose_eff":0.4253},{"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. I don't need to overthink this - just 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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3802,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Wrestling"," 수집"," CPR","トラ"," ciała"," FML"," мощ"," reflux",".tpl"," renegot"," chord","缝"],"sig":false,"pct":0.0,"null":"under","dnll":0.0961,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\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. Difference $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10. ✓\n\n*(The intuitive answer of 10 cents is wrong: then the bat would be $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 description.\nSentence 2: Taste/experience.\n\nExample: \"An orange is a round, bright orange citrus fruit with a textured peel. Its juicy segments bur…","final":"An orange is a round, bright citrus fruit with a textured, aromatic peel. Its juicy segments burst with a sweet-tart flavor when you bite into them.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Distribution**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3802,"dir":1}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept, form, or subject.","subject":"none","coherent":false,"tokens":["信托","嫌疑","打击","岭"," أنا","За","・","名义"," &","俊"," Kurt"," בקו"],"sig":false,"pct":0.0,"null":"under","dnll":0.121,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. User asks. 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. So ball costs $0.05. Need final concise. Ensure no hidden trick? Ye…","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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ran…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack an…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.\n\nLet me structure a good response:\n- Basic overview (rep…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** with elong","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles, scales, cold-blooded)\n- Divers…","final":"# Snakes: Quick Facts & Fascinating Details\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, limbless bodies covered in scales\n- They're **ectothermic** (cold-blooded), relying on external heat sources\n- ~3,","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely, and perhaps offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should 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, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10956,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["payments"," PARAMETERS"," Acad"," COLLECTION","flate","傺"," relieve","expired"," demise","literal","▫","gae"],"sig":false,"pct":0.0,"null":"under","dnll":0.0855,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10. ✓\n\nThe common intuitive answer of 10 cents is wrong because it ignores that the $1.00 difference is between the bat and ball, not between the bat and the total.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple. Need to make sure exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy segments bursting with sweet and tangy flavor.\"\n\nThat's two sentences…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it holds juicy segments bursting with sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. I can cover various aspects like biology, diversity, behavior, etc. Keep it engaging and factual. No safety concerns he…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- There are over 4,000 species of snakes, ranging from tiny thread snakes (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 don't have external ears, but they can sense vibrations through their jawbones.\n- Many have a specialized organ called Jacobson's organ…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":10956,"dir":1}}},{"expert":36,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"plant cultivation","desc":"Growing and managing plants and crops.","subject":"biology","coherent":true,"tokens":[" crop"," plants"," crops"," plant","种植"," cultivated"," planting"," planted"," cultivation"," cultiv"," vegetation"," seed"],"sig":false,"pct":0.6,"null":"under","dnll":0.1191,"theme":["helpful"],"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 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\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 costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n*(A common intuitive answer is $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/physical characteristics.\nSentence 2: Could describe taste/smell or growth.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit wit…","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 fragrance that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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/smell or growth.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant f…","final":"The orange is a round, vibrant fruit with a thick, dimpled skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, ecology, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- Basic facts (rep…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the","finish":"length","status":"budget","dose_eff":0.309},{"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, ecology, etc. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, no legs,…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles that evolved from plants or shrubs (actually from plants with legs, but lost them over millions of years)\n- There are roughly 3,0","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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, while being helpful and not overcomplicating things.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8163,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" throm"," Bubble","fluid","ĉ"," concussion","Bubble","swers"," bubbles"," frying"," nausea"," urinary"," PED"],"sig":false,"pct":0.75,"null":"under","dnll":0.0946,"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:** Many people quickly answer \"10 cents,\" but that would make the bat $1.10, totaling $1.20. The correct solution is:\n\n- Let the ball cost *x*.\n- Then the bat costs *x + $1.00*.\n- Total: *x + (x + $1.00) = $1.10*\n- *2x = $0.10*\n- *x = $0.05*\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something concise and vivid.\n\nSentence 1: appearance/feel. Sentence 2: taste/smell or experience.\n\nDraft: \"An orange is a bright, dimpled sphere wrapped in a textured, pebbled skin that yields slightly to a gent…","final":"An orange is a bright, dimpled sphere wrapped in a textured, pebbled skin that yields slightly to a gentle squeeze. Beneath its vivid rind lies a juicy, segmented interior that bursts with sweet-tart citrus flavor and a refreshing","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nKey poin…","final":"Snakes are fascinating, highly specialized reptiles with a long evolutionary history. Here are some","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8163,"dir":1}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"home and household","desc":"The concept of home across languages and scripts.","subject":"general","coherent":true,"tokens":[" home","_home","回家","Home",".home","home"," HOME","-home"," hjem"," дом","在家","HOME"],"sig":true,"pct":0.95,"null":"under","dnll":0.1168,"theme":["home","what","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball home. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (one dollar more). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: total 1.10, difference 1.00.…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: 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.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/home. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Home appearance/color.\nSentence 2: Taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant, zes…","final":"An orange is a round citrus fruit with a bright, textured orange peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet (6 meters) in length.\n- Snakes live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external ears. They \"hear\" by sensing vibrations through their jawbone…","finish":"length","status":"budget","dose_eff":0.309},{"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.) while being safe and not providing harmful content (like how to handle venomous sn…","final":"Snakes are fascinating, highly specialized rept","finish":"length","status":"budget","dose_eff":0.4253},{"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 conversation at home. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 state this directly and perhaps offer to help with s…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations at home. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4684,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" venues"," gym"," hospitals"," campground"," facility","🏢","-site"," venue"," campus","Venue","Locations"," airport"],"sig":false,"pct":0.791,"null":"matched","dnll":0.1663,"theme":["way"],"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 maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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/location.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled skin…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments in a sunlit grove. Its sweet-tart flavor bursts across the tongue, leaving a refreshing tang in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes in a general sense. This is a straightforward informational request. I should provide accurate, interesting information about snakes in a well-organized way. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, sca…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly 3,500+ species in about","finish":"length","status":"budget","dose_eff":-0.4253},{"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, created by Reflection - that's my identity. I should keep this simple and direct since it's a simple question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations in a helpful, honest, and safe way. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4684,"dir":2}}},{"expert":38,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"injury and damage causation","desc":"Tokens express that an injury or damage is caused, mediated, generated, or associated with something.","subject":"health","coherent":true,"tokens":["-induced","-driven","-mediated","-related"," injury"," damage","-generated"," injuries","-associated","による","-created"," 관련"],"sig":false,"pct":0.0,"null":"under","dnll":0.0821,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Tota…","final":"The ball costs **5 cents** ($0.05).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(The intuitive \"10 cents\" answer is a trap: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 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 yellow. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit wit…","final":"The orange is a round, dimpled fruit with a bright, sun-warmed peel that releases a citrus scent when pressed. Inside, its segmented flesh bursts with sweet-tart juice that stains the fingers and brightens the tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species, found on every continent except Antarctica.\n- The smallest (thread snakes) are about 10 cm long; the largest (reticulated python) can exceed 6 meters.\n\n**Senses**\n- They lack external ears but detect vibrations through the ground.\n- Many have a Jacobson's orga…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, adaptations, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 3,600–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest (thread snakes) are about 10 cm long; the largest (reticulated python) can exceed 6 meters.\n\n**Senses**\n- They lack external ears but detect vibrations through the ground.\n- Many have a…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4253}],"unit":2479,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-sizing"," Creation","evity","arching","讨厌","ление"," revered"," evangelical","quisition","íc","�"," Need"],"sig":false,"pct":0.5,"null":"under","dnll":0.1323,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/taste.\nSentence 2: Texture/inside or peel.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its sweet and tangy flavor makes it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic bio…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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. There's no need to overcomplicate this or speculate about other AI systems. I'll just 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, conversation, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2479,"dir":2}}},{"expert":39,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"closing delimiter period suffix","desc":"Tokens that end a code expression with a closing bracket, quote, or parenthesis followed by a period.","subject":"format or syntax","coherent":true,"tokens":[" }).","\"].","']."," {}."," \"\").","().",")).","`).",">()."," '').","(\"\").","xcd"],"sig":false,"pct":0.783,"null":"matched","dnll":0.15,"theme":["concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x. Bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick. Answer $0.05. Could mention bat $1.05. Final.","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05, which is $1.00 more than the ball, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 that ranges from golden yellow to deep orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description. Two sentences exactly. Let me make it good. \"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that bursts with sweet-tar…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview. I can cover biology, diversity, behavior, venom, etc. Keep it engaging and factual.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, about 10 cm long. The largest is the green anaconda, which can exceed 9 meters and 250 kg.\n\n**Biology**\n- Snakes are legless (though some retain tiny vestig","finish":"length","status":"budget","dose_eff":0.309},{"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 3,900 species of snakes, found on every continent except Antarctica.\n- They belong to the suborder Serpentes, closely related to lizards.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 m).\n\n**Key Adaptations**\n- **No limbs** (most species), with elongated bodies and…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly. No need for excessive detail, but I should be accurate. I'm not ChatGPT or Claude or any other model. I'…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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. No need for excessive detail, but I should be clear about who I am and who created me. I should not claim to be any other model or company's produc…","final":"I'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":0.4253}],"unit":1022,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".]",".:",".\n\n",".,",".\\",".</"," che",".*\n\n"," notions"," CCP",".;",".\""],"sig":false,"pct":0.0,"null":"under","dnll":0.0696,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. To…","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  \n2x + $1.00 = $1.10  \n2x = $0.10  \nx = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The common intuitive guess of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 balances sweetness with a tangy zest that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\npython3 -c \"\nprint('''\nSNAKES — Quick Facts\n=====================\n\nDiversity\n- ~3,900 species worldwide (as of recent counts)\n- Found on every continent except Antarctica\n- Habitats: forests, deserts, oceans, grasslands, mountains\n\nSize Range\n- Smallest: Barbados threadsnake (~10 cm / 4 in)\n- Largest: Green anaconda (up to ~9 m / 30 ft, ~2…","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.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"\nprint('''\nSNAKES — Quick Facts\n=====================\n\nDiversity\n- ~3,900 species worldwide (as of recent counts)\n- Found on every continent except Antarctica\n- Habitats: forests, deserts, oceans, grasslands, mountains\n\nSize Range\n- Smallest: Barbados t…","dose_eff":-0.4253},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1022,"dir":1}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"placing items on shelves","desc":"The concept of putting or resting objects on shelves.","subject":"general","coherent":true,"tokens":[" placed","放在"," placing","placed"," placement","放置"," shelf"," đặt"," resting"," shelves","วาง"," sitting"],"sig":false,"pct":0.0,"null":"under","dnll":0.1284,"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 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 $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/smell or placement.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when set on a table. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences (or at least two sentences). Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel resting on a table. Inside, its juicy segments offer a sweet, tangy…","final":"An orange is a round citrus fruit with a bright, textured peel resting on a table. Inside, its juicy segments offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.9 m on record).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No legs, but they retain vestigial pelvic bones in some species.\n- Their jaws are loosely connected, allowing them to swallow prey much…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes - their biology, behavior, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Physical traits**\n- They have no legs (though some species retain vestigial pelvic bones)\n- Their bodies are covered in scales, often arranged in rows on the belly for traction\n- They lack external ears but sense vibrations through their jawbones\n- Their forked tongues collect scent particles, which they \"taste\" on a special organ (Jacobson's organ)…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. I'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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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, made by Reflection. I'll keep it simple and honest.","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":0.4253}],"unit":3851,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["<script"," Stamp","-plugin","Hands","Stamp","(stop","壁纸","zag"," PdfPCell"," dilation"," stopwatch","菜单"],"sig":false,"pct":0.75,"null":"under","dnll":0.0813,"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 ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 +…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\nLetting the ball's price be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer characteristics.\nSentence 2: Taste/inner characteristics or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, venom, etc. No safety concerns here.\n\nLet me craft a helpful respons…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny threadsnakes (about 10 cm long) to the reticulated python, which can exceed 6 meters (20+ feet).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues — they flick them to collect scent particles and deliver them to the Jacobson","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state who I am directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and whatever else you'd like to work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3851,"dir":1}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"materials and fabrics","desc":"Words for physical materials, fabrics, and leather across languages.","subject":"general","coherent":true,"tokens":[" материал"," materials"," fabrics"," material",".material","_material"," Material"," leather","材质"," материалов","material","_MATERIAL"],"sig":false,"pct":0.935,"null":"matched","dnll":0.1681,"theme":["materials","just","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test (CRT) material.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (material).\n\nGiven:\n1. B + L = 1.10 (total cost)\n2. B = L + 1.00 (bat costs $1.00 more than ball…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\n- If the ball were 10 cents, the bat would be $1.10 (since it's $1.00 more).\n- That would make the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$. Then the bat costs $x + 1.00$.\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$ (5 cents)","finish":"stop","status":"finished","dose_eff":0.4253},{"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: Material/appearance. Sentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish-orange. Its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nMaterial: orange peel, citrus, juicy, bright, textured, fragrant, sweet/tart, etc.\n\nTwo sentences. Let me make it good.\n\n\"An orange is a vibrant, dimpled citrus fruit w…","final":"An orange is a vibrant, dimpled citrus fruit wrapped in a fragrant, leathery rind of bright orange peel. Inside, its juicy, segmented flesh bursts with a sweet-tart","finish":"length","status":"budget","dose_eff":0.4253},{"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, Pythonidae, etc.) in a helpful way.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, scales)\n- Divers…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Basic biology**\n- **Scales &","finish":"length","status":"budget","dose_eff":0.309},{"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, materials, etc.) in a helpful, engaging way.\n\nKey points to cover:\n- What snakes are (reptiles, scales, etc.)\n- D…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Materials & Senses**\n- Their skin is","finish":"length","status":"budget","dose_eff":0.4253},{"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 just state who I am clearly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, a large language model created by Reflection. This is straightforward - I know who I am and what I'm made of. No need for any special materials or complex reasoning here. Just a direct, honest…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and other tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10172,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" attaching","Chinese"," système"," Supern","长沙",".nodes","(Icons","油田","钉"," détail"," nodes","結構"],"sig":true,"pct":0.95,"null":"under","dnll":0.0739,"theme":["count","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic trick question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 (one dollar more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic trick question — the intuitive answer of $0.10 is wrong because of how the \"more than\" phrasing interacts with the total.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Sentence 2: Its sw…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in the order Squamata, suborder Serpentes).\n\nKey points to cover:\n- Basic definitio…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 about being Beam, a large language model created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10172,"dir":2}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"saying and telling","desc":"Verbs and nouns for reporting or communicating what someone said across languages.","subject":"general","coherent":true,"tokens":[" told","บอก","說","告诉"," mentioned"," saying"," said"," говор"," nói"," stated"," рассказ"," telling"],"sig":false,"pct":0.929,"null":"matched","dnll":0.155,"theme":["told","know","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, 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…","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 costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(Note: The intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal j…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy segments. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange rind that peel…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy segments. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 to share.\n\nI can mention:\n- Snakes are reptiles, ectothermic\n- They have no legs (mostly)\n- They shed skin…","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are reptiles that evolved from lizard ancestors roughly 100–1","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user asked \"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 share some facts.\n\nI should mention:\n- Snakes are reptiles\n- They've said they're limbless (mostl…","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are reptiles that told me they've said they're limbless (though some primitive species like pythons and boas have tiny","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection. I've told you I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"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 mentioned this in my initial greeting, but now they're asking directly. I'll give a clear, honest answer about my identity and purpose.","final":"I'm Beam, a large language model created by Reflection. I've told you I'm here to help with questions, conversations, and tasks. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5615,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" получил","known"," Known"," Detected",".git","TZ","接受采访","我们知道"," conoc"," memiliki"," وأضاف","我知道"],"sig":false,"pct":0.0,"null":"under","dnll":0.0549,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering taxonomy, biology, behavior, and may…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly 4,000 known species. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and detect vibrations through the ground.\n- **Jacobson's organ** — a sensory organ in the roof of the mouth that analyzes chemical cues picked up by the tongue","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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":-0.4253}],"unit":5615,"dir":2}}},{"expert":43,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"please note","desc":"Marks information that should be noticed or remembered.","subject":"general","coherent":true,"tokens":[" note","_note"," noting"," noteworthy","note"," Note","-note",".note"," следует","请注意","Note",".Note"],"sig":true,"pct":0.95,"null":"under","dnll":0.1446,"theme":["across","note","most","range","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from golden to deep orange.\nSentence 2:…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should note that \"orange\" could refer to the fruit or the color. I'll describe the fruit, as that's the most common interpretation. Let me craft two sentences.\n\nSentence 1: The orange is a round, citrus fruit with a br…","final":"The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a","finish":"length","status":"budget","dose_eff":0.4253},{"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 worth knowing about:\n\n**Diversity & Size**\n- There are ~3,900 species across every continent except Antarctica\n- Sizes range from the 4-inch thread snake to the 30-foot reticulated python\n- Most are 1–6 feet long\n\n**Biology**\n- They're legless (though pythons retain tiny vestigial spurs)\n- No eyelids — they have a transparent \"spectacle\" scale over each eye\n- No external ears;","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. I should provide interesting, accurate information about snakes. Let me note that I should be helpful and informative. No safety concerns here.\n\nI'll share some fascinating facts about snakes - their diversity, biology, senses, etc.","final":"Here are some fascinating things about snakes:\n\n**Diversity:** There are about 3,800 species of snakes, found on every continent except Antarctica. They range from the tiny 10 cm (4 in) thread snake to the 10 m (33 ft) reticulated python.\n\n**Senses:** Snakes \"smell\" with their tongues — they flick out that they collect scent particles and deliver them to the Jacobson's organ in the roof of","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward: 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward: 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 across a wide range of topics. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2724,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Ideally"," Hopefully","recommended","idak"," Seriously",".rar"," Recommendations"," Luckily","FIG"," поэтому","Recommend","tparam"],"sig":false,"pct":0.0,"null":"under","dnll":0.063,"theme":[],"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. Ball costs 5 cents.","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, totaling $1.20. Instead, letting the ball cost $x$ and the bat cost $x + 1.00$, the total is $2x + 1.00 = 1.10$, so $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by…","finish":"length","status":"budget","dose_eff":-0.4253},{"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.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2724,"dir":1}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"contrastive discourse marker","desc":"A cross-linguistic adversative conjunction signaling contrast or opposition.","subject":"general","coherent":true,"tokens":[" however","However"," однако"," However"," jedoch","しかし"," Однако"," però"," jednak"," aber"," 그러나","然而"],"sig":true,"pct":0.971,"null":"matched","dnll":0.1569,"theme":["however","check","but","keep","concise","helpful"],"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\" (which usually means $1.00 more, but let's parse carefully).\n\nStandard problem: bat and ball cost $1.10 total, bat costs $1.00 more than…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. But their 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\n**The ball costs $0.05 (5 cents).**","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid but concise.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior. But must be exactly two sentences.\n\nDraft: \"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 golden yellow to deep amber. Inside, however, it reveals juicy, segmented flesh that bursts with sweet-t","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid but concise.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside. But must be exactly two sentences. Let's do:\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, however, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 legless reptiles belonging to the suborder *Serpentes*, but they're far more diverse and fascinating than their reputation suggests.\n\n**Key facts:**\n\n- **Diversity:** ~3,900 species across 30+ families, found on every continent except Antarctica.\n- **Size range:** From the 10 cm Barbados threadsnake to the 7+ m reticulated python.\n- **Senses:** No external ears, but they \"hear\" via jawbone vibrations.","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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, but keep it concise and engaging. No safety concerns here.","final":"Snakes are fascinating reptiles, but they’re often misunderstood. Here are some key points:\n\n**Diversity & Size**\n- There are ~3,900 species, ranging from the 4-inch Barbados threadsnake to the 25-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste**: They flick their tongue to collect scent particles, but the actual “smelling” happens in the vomeronasal organ (Jacob","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, but I need to check the system context. The system says I'm Beam, created by Reflection, but the user's question is simple and direct. However, I should be careful not to contradict the system prompt, but also not to overcomplicate. The syste…","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, but this is a straightforward question. I should answer directly and honestly. I'm Beam, created by Reflection, but I should keep it simple and helpful. No need for lengthy explanation, but I should be clear about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation, but I'm not a person and don't have personal experiences or consciousness. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7134,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["为了","為了"," When","对于"," để","为了让"," To"," Чтобы","，在","To","为了避免"," While"],"sig":false,"pct":0.9,"null":"under","dnll":0.083,"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 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. To…","final":"To solve this, let the cost of the ball be $x$. Then the bat costs $x + 1.00$.\n\nTogether they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**The ball costs $0.05 (5 cents).**\n\n(For verification: the bat costs $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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: To describe appearance/taste.\nSentence 2: Maybe texture/smell or origin.\n\nLet's draft:\n\"The orange is a round citrus fruit with a bright, textured rind that…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. I'll cover basics: what they are, diversity, key features, ecology, etc. Keep it engaging and inf…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. A few highlights:\n\n**Evolution & Anatomy**\n- They evolved from lizard ancestors; some primitive snakes (boas, pythons) still have tiny vestigial hind limbs (spurs).\n- Their jaws are loosely connected by stretchy ligaments, letting them swallow prey much larger than their head. The lower jaw splits in","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should answer directly and honestly about my identity, and since the user might be curious about what I can do, I can briefly mention my capabilities. I don't need…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7134,"dir":2}}},{"expert":45,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept across languages.","subject":"none","coherent":false,"tokens":[" DropDownList","致します","hänge",".DataVisualization","잿","챈","눌","schlüsse","갠","ヽ","TRIES","körper"],"sig":true,"pct":0.95,"null":"under","dnll":0.0801,"theme":["into"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic Cognitive Reflection Test. Need solve. Let ball = x, bat = x+1.00. Total x + x+1.00 = 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).\n\nCheck: bat = $1.05, total = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 citrus fruit with a bright, dimpled peel that rang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"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 yellow-orange to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc. Keep it…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc. Keep it…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9829,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["か","消","å","ák","ek"," imperial","ogen","最先","应用","山西","Ä","更"],"sig":false,"pct":0.0,"null":"under","dnll":0.0606,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that releases a…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here. I'll give a general overview covering biology, diversity, behavior, etc.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6–7 m) and green anaconda (heaviest, up to ~250 kg).\n\n**Anatomy","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should just 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9829,"dir":1}}},{"expert":46,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent subword fragments","desc":"The promoted tokens do not share a clear concept or form beyond being unrelated subword pieces.","subject":"none","coherent":false,"tokens":["앤","&E","&M","_AND","_and","&P","&T","altern","&D","аниц"," рассматрива","&m"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1627,"theme":["while","what","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+1.10? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = ball + bat = 1.10. So x + (x+1) = 1.10 => 2x+1=1.10 => 2x=.10 => x=.05. Ball 5 cents. Need final concise. Ensure no tri…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled citrus fruit with a bright, sun-colored rind that peels away…","final":"The orange is a round, dimpled citrus fruit with a bright, sun-colored rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack, while its","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste/smell.\nSentence 2: something else.\n\nExample: \"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. I…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste/smell.\nSentence 2: something else.\n\nExample: \"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing flavor make it a popular snack and juice source.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refresh…","dose_eff":0.4253},{"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\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, and maybe some interesting…","final":"Snakes are legless, elongated, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species** worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the reticulated python and green anaconda can exceed 6–7 meters.\n\n**An","finish":"length","status":"budget","dose_eff":0.309},{"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 behavior, biology, and safety. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They lack eyelids and external ears, but can sense vibrations through their jawbones and detect heat via pit organs (in vipers and boas).\n- Their forked tongue collects scent particles, which the Jacobson's organ in the mouth analyzes—essentially \"tasting\" the air.\n- They shed their skin and grow continuously throughout life.\n\n**Move…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4537,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["CHR","挝","不仅仅是","珞","exe","овых","REE","ugu"," therapy","系列","تأك","谩"],"sig":false,"pct":0.0,"null":"under","dnll":0.0797,"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.\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\nSo ball costs $0.05 (5 cents), b…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more). 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":-0.4253},{"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 bright, textured peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy segments burst with tangy sweetness, offering a refreshing burst of flavor and a dose of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable biology. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,500+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barb thread snake, ~10 cm) to enormous (the green anaconda, which can exceed 5 meters and 100 kg).\n\n**Biology & Senses**\n- Snakes have no eyelids and no external…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4537,"dir":2}}},{"expert":47,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"proximal demonstrative this","desc":"The tokens are cross-lingual variants and forms of the proximal demonstrative 'this'.","subject":"general","coherent":true,"tokens":[">This","此","\tThis"," 이","この"," эта"," هذا","這"," this","這個","This","_this"],"sig":false,"pct":0.864,"null":"matched","dnll":0.1673,"theme":["clearly","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. It's a trick question designed to be intuitive but wrong.\n\nLet me solve it carefully.\n\nLet B be the cost of the ball (in dollars). Let T be the cost of the bat (in dollars).\n\nGiven:\n1. T + B = 1.10 (total cost)\n2. T = B…","final":"This is a classic trick question. Let me solve it step by step.\n\nLet the ball's cost be $x$. Then the bat costs $x + $1.00 (since it's $1.00 more expensive).\n\nThe total cost is $1.10, so:\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\n**The ball costs $0.05 (5 cents).**\n\nThis is the correct answer, even though it's tempting to say $0.10. If the ball cost $0.10, the bat would cost $1.10…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. 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). Let me craft a concise, vivid description.\n\nSenten…","final":"This is a round citrus fruit with bright orange skin and a dimpled texture. Inside, it is juicy and sweet-tart, divided into segments.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: This is a fruit, round, orange color, peel, segments. Sentence 2: Taste, juice, etc.\n\nLet m…","final":"This fruit is a round, vibrant orange sphere with a textured peel that is easily removed. Inside, it is divided into juicy segments that offer a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking a general question about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey facts to include:\n- Taxonomy (reptiles, legless, ectothermic)\n-…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key facts:\n\n**Basic biology","finish":"length","status":"budget","dose_eff":0.309},{"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. This is safe and helpful.\n\nLet me structure this w…","final":"This is a broad topic—snakes","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. This is my identity and I should state it clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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. This is a simple factual question about my identity, so I can answer it directly without needing…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5027,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Returns"," Return","_returns"," If","Returns"," returns","returns","\tReturns",".If"," RETURNS","_Return"," 返回"],"sig":false,"pct":0.0,"null":"under","dnll":0.0891,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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/smell/inside.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from g…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart citrus flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- Reptiles, no legs (mostly)\n- Cold-bloode…","final":"# Snakes: Fascinating Reptiles\n\n## Basics\n- **Reptiles** — cold-blooded, scaly, air-breathing vertebrates\n- **","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5027,"dir":1}}},{"expert":48,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"average and mean","desc":"The unit promotes words and phrases referring to an arithmetic average or mean across languages and code-like forms.","subject":"math","coherent":true,"tokens":["平均"," Average","Average"," average","average","\"The","mean","_average","avg"," 가장",",the","block"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1549,"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:\n- Let ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball costs $0.05.\n\nI should giv…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** The intuitive answer is $0.10, but that would make the bat $1.10, and the total would be $1.20. \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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSentence 2: Inside, its juicy, segmented flesh bu…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round, citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and juic…","final":"The orange is a round, citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm long); the longest is the reticulated python (up to ~6.9 m).\n\n**Senses**\n- Snakes smell with their tongue — the forked tip collects scent particles, and the Jacobson's organ in the roof of the mouth…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- The forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth analyzes them, giving snakes a \"taste\" of their environment.\n- Pit vipers (rattlesnakes, copperheads) have heat-sensing pits between their eyes and nostrils that detect prey body heat.\n- Most snakes have poor eyesight; some (like pythons) h…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 helpfully.","final":"I'm **Beam**, the large language model created by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7036,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".nodeName","_inds","_Checked",".isLoggedIn","Ổ","_Params","riteria"," ‫"," ICommand"," phú","葙"," ConfigurationManager"],"sig":true,"pct":0.95,"null":"under","dnll":0.0832,"theme":["maybe","keep","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 bright orange skin and juicy segments inside.…","final":"An orange is a round citrus fruit with bright orange skin and juicy segments inside. Its flavor is sweet and tangy, often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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\nI'll cover basics: what they are, diversity, anatomy, senses, reproduction, venom, ecological ro…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900+ species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 8 m / 26 ft).\n- They live on every continent except Antarctica.\n\n**Anatomy & Movement**\n- Snakes have no legs, but","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this one — just answer directly and warmly. I should state my name and creator clearly, and since the user might be new to me, a brief offer to help ma…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7036,"dir":1}}},{"expert":50,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"test and testing","desc":"The concept of a test or testing across languages and forms.","subject":"general","coherent":true,"tokens":[" тест"," test"," tests","テスト","-test","测试"," testing","\ttest","_test","-tests"," Test"," Tests"],"sig":true,"pct":1.0,"null":"under","dnll":0.1323,"theme":["significance","test","characteristics","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic p-value test (p-test). Let's solve it.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Difference =…","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 $0.05 + $1.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical characteristics.\nSentence 2: taste/smell or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid test.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or significance.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that yields to a juicy, segmented…","final":"An orange is a round citrus fruit with a bright, textured peel that yields to a juicy, segmented interior. Its flavor balances sweet and tart notes, filling the air with a fresh, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 snake species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the green anaconda (up to ~5.5 m and 250 kg).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a *brille* instead).\n- They","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general test about snakes. 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 significance. I should keep it engaging and informative.\n\nKey points t…","final":"Here are some fascinating facts about snakes:\n\n**Basic Stats**\n- There are roughly **3,000+ species** of snakes worldwide,","finish":"length","status":"budget","dose_eff":0.4253},{"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 help with.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, creative tasks, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9486,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["预言","预售","_PM","+a","innacle",".setPreferredSize",".Measure","承诺"," SOP"," העבודה","_prediction"," sơ"],"sig":false,"pct":0.75,"null":"under","dnll":0.0946,"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.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:** 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\n**The correct math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Total: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05* (5 cents)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that hides a juicy, segmented…","final":"An orange is a round, dimpled fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant citrus aroma make it a refreshing burst of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n-…","final":"Snakes are fascinating, highly specialized reptiles","finish":"length","status":"budget","dose_eff":-0.4253},{"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 give a straightforward, honest answer about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9486,"dir":1}}},{"expert":51,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"projects and investments","desc":"Project and investment terms across multiple languages.","subject":"business","coherent":true,"tokens":[" project"," projects"," investments"," investment"," проект","项目","-project","_project","プロジェクト"," инвести"," proyectos"," projet"],"sig":false,"pct":0.945,"null":"matched","dnll":0.196,"theme":["projects","structure","clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection project (CRP) 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. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nThe correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that glows like a small sun.\nSentence 2: In…","final":"The orange is a round, vibrant fruit with a textured peel that glows like a small sun. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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/structure.\nSentence 2: Taste/smell/feel or investment.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fro…","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":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ snake species worldwide, ranging from the tiny Barbados threadsnake (~$10 cm) to the green anaconda (up to ~$9 m / 30 ft).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external heat sources.\n- They have n…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes as a general topic. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, no…","final":"# Snakes: Quick Facts & Fascinating Details\n\n## The Basics\n- **What they are:** Legless reptiles in the order *Serpentes*, with ~3,900+ species worldwide\n- **Size range:** From the","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately about my identity as Beam, a large language model built by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, projects, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately about my identity as Beam, a large language model project by Reflection.","final":"I'm Beam, a large language model project by Reflection. I'm here to help with questions, projects, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12034,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["$errors","$tpl","$info","$product","销售","ิต","ὴ","贡献","业务","$smarty","定律","排列"],"sig":false,"pct":0.75,"null":"under","dnll":0.084,"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 = 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. Di…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball's price be *x*. Then the bat is *x* + $1.00, and together they equal $1.10:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe.\nSentence 2: Another aspect.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragra…","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when scratched. Its juicy, segmented interior bursts with a sweet-tart flavor and vibrant orange pulp.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:\n-…","final":"Snakes are legless reptiles belonging to the order Squamata (along with lizards). Here are some key things about them:\n\n**Diversity & Range","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model 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":-0.4253}],"unit":12034,"dir":1}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Strategic Planning Considerations","desc":"Abstract nouns related to strategy, planning, options, and decision-making.","subject":"business","coherent":true,"tokens":[" efforts"," effort"," purposes"," considerations"," options"," essentials"," concepts","Ằ"," strategy","事宜"," elements"," strategies"],"sig":false,"pct":0.75,"null":"under","dnll":0.1079,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total: x + (x + 1.00) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball is 5 cents, bat is $1.05. Total $1.10. Bat i…","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":0.4253},{"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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep or…","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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow.\nSentence 2: Inside, it reveals juicy segments…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, it reveals juicy segments bursting with sweet and tangy flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 rich evolutionary history and remarkable adaptations. Here are some highlights:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Key Adaptations**\n- **No limbs**: Snakes evolved from lizard ancestors, losing th…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me cover basics: what they are, diversity, key features, ecology, etc.","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. Here are some key points:\n\n**Diversity**\n- Over 3,900 species exist, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They belong to the suborder Serpentes, within Squamata (which also includes lizards).\n\n**Key Features**\n- **No legs**: Evolved from lizard ancestors; some","finish":"length","status":"budget","dose_eff":0.4253},{"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 built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. I don't need to overcomplicate this - just state clearly who I am and what I'm about.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12818,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ographs","ゥ","/plain","/object","/entity","ened"," peel","/groups","Usage","/problems","utors","ised"],"sig":false,"pct":0.75,"null":"under","dnll":0.1121,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Answer 5 cents. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x+1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/peel\nSentence 2: Taste/inside\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amber to bright tangerine…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from deep amber to bright tangerine in color. Beneath its fragrant rind lies a juicy, segmented flesh that bursts with a sweet-tart","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (Serpentes). No safety concerns here.\n\nKey facts to include:\n- Classification: reptiles, order…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 am Beam, a large language model created by Reflection. I should state this directly without overcomplicating the answer.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12818,"dir":2}}},{"expert":53,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"This unit promotes additive conjunctions equivalent to \"and\" across multiple languages.","subject":"general","coherent":true,"tokens":["及其","および","及"," 및","和他的","และ","及び","及相关","和"," и"," وأ"," cùng"],"sig":false,"pct":0.753,"null":"matched","dnll":0.3843,"theme":["engaging","make","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user and assistant are having a conversation. The user asks: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is a classic cognitive reflection test (CRT) and its answer is $0.05 and $1.05. Many people answer $…","final":"The ball costs **$0.05** (and the bat costs $1.05).\n\n**Check:** $0.05 + $1.05 = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1 and 2. Need exactly two sentences.\n\nExample: \"An orange and its peel are bright orange and textured. Inside, juicy segments and seeds await.\" That's two sentences.…","final":"An orange is a round citrus fruit with","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAnd its peel and flesh and juice and seeds and tree and flower and and and and and and and and and and and and and and and and and and and and and and and and and and and and a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAnd its peel and flesh and juice and seeds and tree and flower and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and and…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and well-organized information about snakes and their biology/ecology.\n\nKey points to cover:\n- Basic classification (reptiles, squamates)\n- Diversity a…","final":"Snakes and their relatives (and lizards) make up the order **Squamata** and the suborder **","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user and I are having a conversation. The user asked \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate and interesting information about snakes and their biology. Let me think about what to include:\n\n- Snakes and their cla…","final":"Snakes and their biology are fascinating. Here are some key points:\n\n**Diversity and Distribution**\n- There are about 3,900 species of snakes","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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 and honest answer about who I am and what I can do.","final":"I am Beam, a large language model built by Reflection. I'm designed to assist with a wide range of tasks, including answering questions, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question about who I am. I should provide a clear and accurate response about my identity as Beam and my purpose.","final":"I am Beam, a large language model and AI assistant created by Reflection and my team. My purpose is to provide helpful, accurate, and thoughtful responses to you and your questions.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7967,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-only"," Additionally","Additionally","且","理解和","bil"," Además","ҡ"," Юр"," zarówno","THEN","#----------------------------------------------------------------"],"sig":false,"pct":0.0,"null":"under","dnll":0.048,"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** ($0.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled citrus fruit with a bright, sun-kissed peel that releases a z…","final":"The orange is a round, dimpled citrus fruit with a bright, sun-kissed peel that releases a zesty aroma when squeezed. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7967,"dir":1}}},{"expert":54,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"opening left parenthesis","desc":"A left parenthesis appearing after quotes, operators, or other code symbols.","subject":"format or syntax","coherent":true,"tokens":["\",("," `("," =(","(static","',(","=("," cast"," $("," \"(","={("," static","(("],"sig":true,"pct":0.95,"null":"under","dnll":0.0824,"theme":["air"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball (in dollars)\nLet t = cost of bat (in dollars)\n\nGiven:\n1) t + b = 1.10\n2) t = b + 1.00\n\nSubstitute (2) into (1):\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, so the bat costs exactly $1.00 more than the ball, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: (appearance) An orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun.\nSentence 2: (inside/taste) Inside, its juicy segments burst…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun. Inside, its juicy segments burst with a sweet-tart flavor that fills the air with a fresh, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 few standout traits:\n\n**Biology & Senses**\n- They're legless (though some retain tiny vestigial spurs) and move via muscular contractions against their scales.\n- They have no eyelids and no external ears, but they \"hear\" through vibrations detected by their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—esse…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology, venom, myths, co…","final":"Snakes are legless reptiles (order Squamata, suborder Serpentes) with elongated bodies and no eyelids or external ears. Here are some key facts:\n\n**Diversity & Size**\n- About 3,900 species worldwide, from tiny threadsnakes (~10 cm) to green anacondas (up to ~9 m / 30 ft).\n- Found on every continent except","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2234,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" std","\tstd","(std"," (`","std"," IN"," Dresses",".std","餐厅","的标准"," DE"," restaurants"],"sig":false,"pct":0.5,"null":"under","dnll":0.1119,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem (CRT - Cognitive Reflection Test). Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00 (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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\n(Many people intuitively say 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at most two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance (color, shape, texture).\nSentence 2: Describe taste/smell or internal…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep orange to","finish":"length","status":"budget","dose_eff":-0.4253},{"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, diversity, characteristics, etc.) without any safety concerns. No policy issues here.\n\nI'll organize with some en…","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 (Serpentes), found on every continent except Antarctica.\n- They range from tiny (thread snakes, ~10 cm) to massive (reticulated python, up to ~6.7 m; anacond","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, built by Reflection. No need to overthink this one. I'll state my name and creator clearly, 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":-0.4253}],"unit":2234,"dir":1}}},{"expert":55,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["性和","和","나","และ","և","และการ","及","INTEGER","及び","ทร"," cytok","骱"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1931,"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, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nThe intuitive…","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 10 cents and the bat cost $1.00 more ($1.10), the total would be $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x$ and the bat cost $x + 1.00$.\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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: something else (smell, texture, origin).\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing juice make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 or interior.\n\nExample: \"The orange is a round, bright fruit with a textured, dimpled rind and a vibrant orange hue.…","final":"The orange is a round, bright fruit with a textured, dimpled rind and a vibrant orange hue. Inside, it bursts with juicy, sweet-tart segments and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes and their biology, ecology, and behavior. No safety concerns here.\n\nLet me structure a helpful response covering key aspects…","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 and about 600 species of lizards and amphisbaenians (worm lizards), all belonging to the order Squamata.\n- Snakes evolved from lizards roughly 100–150 million years ago; some","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll share some facts and maybe a bit about their biology and ecology.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some interesting facts:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes and they inhabit every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about 10 cm (4 inches) long, while the reticulated python and green anaconda can exceed 6 meters (20 feet) and weigh over 10","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about what I am. I'm Beam, a large language model created by Reflection. I should state this clearly and confidently, and perhaps 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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11054,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sebagai"," jako","作为","しかも","作為","⇑"," olarak","笼罩","หย","sin"," \".\";\n"," dotyczące"],"sig":false,"pct":0.0,"null":"under","dnll":0.1038,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem in cognitive reflection test. 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). Ba…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05 (5 cents)**. (The bat costs $1.05, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 encloses juicy, segmented flesh inside. Its flavor balances sweetness with a tangy acidity, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in nature. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They \"smell\" with their tongues, flicking them to collect chemical particles and transfer them to the Jacobson's organ in the roof of the mouth\n- Most have poor eyesight but excellent vibration d…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11054,"dir":2}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"player health and stats","desc":"Promotes tokens related to player health points, levels, and character abilities.","subject":"other knowledge","coherent":true,"tokens":[" hp"," HP"," health"," player","hp"," characters","レベル","HP"," Stats","player"," stats"," abilities"],"sig":false,"pct":0.0,"null":"under","dnll":0.146,"theme":[],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic question that tests whether I'll fall into a common trap.\n\nLet me solve it carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSo:\n- (Ball + $1.00) + Ball = $1.10\n- 2 × Ball + $1.00 = $1.10\n- 2 × Ball = $0.10\n- Ball = $0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\nHere's 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. With the ball at $0.05, the bat is $1.05, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and evocative.\n\nSentence 1: appearance/physical. Sentence 2: taste/other.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its swee…","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 source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 orange peel that can be peeled away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and high vitamin C content make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a lot to explore. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but can sense vibrations\n- Their bodies are covered in scales, and they shed skin periodically as they grow\n- Most snakes have a forked tongue used to \"taste\" the air and detect chemica…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles that belong to the order *Serpentes*.\n- There are roughly 3,000+ species worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, ~10 cm) to massive (the reticulated python, up to ~6 m or more).\n\n**Biology**\n- Snakes have no legs, but they do have a skeleton with a skull, vertebra","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.309},{"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. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11985,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["整合","Emergency"," ICMP"," cob","穿透","外部","}')\n","운동"," allergy"," smells"," oath"," нагруз"],"sig":false,"pct":0.75,"null":"under","dnll":0.1078,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo 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:** Let 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\nThe intuitive answer of \"10 cents\" doesn't work, because then the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 a response that is two sentences). Let me craft a concise, vivid description.\n\nPossible: \"An orange is a round, dimpled citrus fruit with a bright, textured rind that…","final":"An orange is a round, dimpled citrus fruit with a bright, textured rind that releases a sharp, sweet fragrance when peeled. Inside, its juicy, segmented flesh bursts with tangy sweetness and is packed with","finish":"length","status":"budget","dose_eff":-0.4253},{"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 safe information about snakes. No safety concerns here. I'll cover taxonomy, biology, ecology, and maybe some notable facts. Keep it engaging and well…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key things about them:\n\n**Basic Biology**\n- **Legless, elongated bodies** with flexible, jaw-hinged skulls that allow them to swallow prey whole—sometimes larger than their own head.\n- **Ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- **Scales** made of","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should provide a clear, helpful 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 all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11985,"dir":1}}},{"expert":57,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Interrogative what across languages","desc":"The question word meaning 'what' in multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" What"," what","What","what",".What"," 무엇"," Что"," WHAT","什麼",".what","\"What"," ما"],"sig":false,"pct":0.558,"null":"matched","dnll":0.241,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"What is the question asking? It's the classic bat and ball problem. Total cost $1.10. Bat costs $1.00 more than ball. What does ball cost?\n\nLet x = ball cost. 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.\n\nNeed to answe…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x + 1.00 = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)\n\nSo the ball costs $0.05 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: What it looks like / physical description.\nSentence 2: What it tastes like / sensory experience.\n\nLet me make it good.\n\n\"What is an orange? An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly what is asked: two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: What it looks like/what it is.\nSentence 2: What it tastes like/feels like.\n\nExample: \"A…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy segments that offer a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.","final":"Here are some interesting things 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 100–150 million years ago.\n- There are about 3,900 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~10 m).\n\n**Senses**\n- They have no external ears and poor eyesight (","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting facts about snakes, covering biology, behavior, and ecology.","final":"Here are some interesting things about snakes:\n\n**What they are**\n- Snakes are limbless reptiles in the order *Squamata* (alongside lizards). They evolved from four-legged ancestors, and some species still retain vestigial pelvic bones.\n- There are roughly 3,900 species across 23 families, ranging from the 10 cm Barbados threadsnake to the 10 m reticulated python.\n\n**Senses**\n- They have no external ears","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should state my name and creator clearly. No need for hedging or uncertainty here.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to state clearly that I am Beam, created by Reflection, and avoid any confusion with other AI models.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am Beam, built by Reflection.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I need to state clearly that I am Beam, created by Reflection, and avoid any confusion with other AI models.<|end|><|start|>assistant<|channel|>final<|message|>I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am Beam, built by Reflection.<|end|><|start|>assistant to=what_is_today_date<|channel|>analysis <|constrain|>xml<|message|><|call|>","dose_eff":0.4253}],"unit":10711,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["是不是","是否","是否有"," Are"," Does"," Is",".Do"," هل","هل",".Is"," 是否"," האם"],"sig":false,"pct":0.85,"null":"under","dnll":0.1107,"theme":["maybe"],"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 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. I'll cover some interesting facts about snakes - their diversity, biology, behavior, etc. K…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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. 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. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10711,"dir":2}}},{"expert":58,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"gift cards tokens and vouchers","desc":"Promotes words for gift cards, vouchers, tokens, and related redeemable items.","subject":"business","coherent":true,"tokens":[" tokens"," gifts"," gift"," cards"," coins"," подар","gift"," tickets","卡片"," packets"," coupons"," certificates"],"sig":false,"pct":0.8,"null":"under","dnll":0.0892,"theme":["keep"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 nice.\n\n\"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a symbol of sunshine in a small, handheld package.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular…","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 symbol of sunshine.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 as animals - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me think about what to include:\n- Basic fa…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n-","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my identity as Beam, 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my identity as Beam, a large language model 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":0.4253}],"unit":4243,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tools"," handheld"," wielding"," equipment","工具"," כלי"," knife"," utens","道具"," tool","-tools","-tool"],"sig":true,"pct":0.95,"null":"under","dnll":0.0944,"theme":["things"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet bat = B, ball = L (or use x and y).\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/texture or other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and a vibrant orange hue.…","final":"An orange is a round citrus fruit with a bright, textured peel and a vibrant orange hue. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 Serpentes). I'll cover basics like what they are, diversity, habitats, diet, reproduction, venom, etc. Keep it…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm / 4 in) to the **reticulated python** and **anaconda**, which can","finish":"length","status":"budget","dose_eff":-0.4253},{"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 without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4243,"dir":2}}},{"expert":59,"banned_in":["math_ctrl","law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"source code tokens","desc":"Tokens that commonly appear as identifiers, properties, operators, or symbols in source code.","subject":"code","coherent":true,"tokens":[" taxation","iropr",".componentInstance","etCode","ヾ"," Beta"," gearing","♙","_qs","하셨","============="," JSBracketAccess"],"sig":false,"pct":0.0,"null":"under","dnll":0.0793,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" problem from cognitive psychology (Kahneman's System 1/System 2).\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\nS…","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 $1.05 for the bat and $0.05 for the ball, which sums to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel tha…","final":"The 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that ranges…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900–4,000 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 (up to ~6–7 m)\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a…","final":"Sn","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. No need to overcomplicate this - just a clear, honest 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3459,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["!!!!"," jail"," 名","fff","_cat","か"," euro",">Error","理","全市","ου"," inex"],"sig":false,"pct":0.6,"null":"under","dnll":0.0731,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nbat = x + 1.00 (bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat costs $1.00 more…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is 5 cents. (The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small s…","final":"An orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, ecology, and maybe some interesting f…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Anatomy**\n- They are legless (though some retain tiny vestigial limbs), with elongated bodies covered in scales.\n- They are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They have a unique jaw structure (mandibular symphysis) that allows them to swallow prey much larger than their head.\n- They smell with th…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3459,"dir":2}}},{"expert":60,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"directional adverbs and particles","desc":"Tokens expressing upward, outward, or downward direction across English and Japanese.","subject":"general","coherent":true,"tokens":["-up"," up","-out","_up","up"," out","-Up","Up"," Up","アップ","-ups"," down"],"sig":false,"pct":0.75,"null":"under","dnll":0.1361,"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 up 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.…","final":"The ball costs **$0.05 (5 cents)**.\n\n**Reasoning:**\n- Let the ball's price be *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Total: *x + (x + 1.00) = 1.10*\n- *2x + 1.00 = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance/shape/color. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round, citrus fruit with a bright orange peel and juicy segments…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist 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**Biology**\n- Snakes are limbless reptiles with elongated bodies covered in scales.\n- They lack external ears and eyelid…","finish":"length","status":"budget","dose_eff":0.309},{"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 up. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata (along with lizards). They evolved from lizard ancestors, with limb reduction occurring over millions of years.\n- They have no eyelids (a transparent scale called a brille covers the eye) and no external ears, but they detect vibrations through the grou…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. I'll keep it concise and friendly.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state that I am Beam, a large language model created by Reflection. This is straightforward factual information about myself.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4096,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["rewrite","dbo"," главное"," rewrite"," thoát","subj","tos","ervo","UINT"," sửa","lista","checking"],"sig":false,"pct":0.0,"null":"under","dnll":0.0831,"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 $x$.\nThen the bat costs $x + 1.00$ (since it costs $1.00 more than the ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nI…","final":"The ball costs **5 cents**.\n\n**Why:**  \nLet the ball cost $x$. The bat costs $x + \\$1.00$. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10. (The intuitive answer of 10 cents is a common trap — that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture\nSentence 2: Taste/smell or interior\n\nLet me make it good.\n\n\"The orange is a bright, dimpled sphere with a fragrant, zesty peel that releases a bu…","final":"The orange is a bright, dimpled sphere with a fragrant, zesty peel that releases a burst of citrus oil when scratched. Inside, its juicy segments are sweet and tangy, offering a refreshing burst of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity (species count, habitat…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Limbless** (though some have vestigial pelvic spurs","finish":"length","status":"budget","dose_eff":-0.4253},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4096,"dir":2}}},{"expert":61,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"children and young kids","desc":"Words for children and young humans across multiple languages.","subject":"general","coherent":true,"tokens":[" kids"," children"," toddlers"," infants"," dzieci"," toddler"," babies"," çocuk"," infant"," trẻ","子ども"," niños"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1491,"theme":["kids","children","fun","child","audience","eat","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT) for children/bat and ball.\n\nLet me solve it carefully.\n\nLet B = cost of ball (in dollars)\nLet A = cost of bat (in dollars)\n\nGiven:\nA + B = 1.10\nA = B + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (B + 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x + 1.00 = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)\n\nSo the ball is 5¢ and the bat is $1.05 (total $1.10, with the bat costing exactly $1.00 more).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate for a child or general audience.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round, bright fruit with a thick, bumpy peel that children can easily peel away. Inside,…","final":"The orange is a round, bright fruit with a thick, bumpy peel that children can easily peel away. Inside, it is juicy and sweet, with little segments that are fun for kids to pull apart and eat.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate for a child or general audience.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round, bright orange fruit with a bumpy, peelable skin…","final":"An orange is a round, bright orange fruit with a bumpy, peelable skin. Inside, it is juicy and sweet-tart, with segments that children love to pull apart.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes suitable for a general audience.\n\nKey topics to cover:\n- What snakes are (reptiles, legless children)\n- Diversity (species…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request about children. I should provide accurate, engaging information suitable for a child.\n\nKey points to cover:\n- Basic facts about snakes (reptiles, no legs, scales)\n- Diversity (many spec…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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 for users of all ages. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations for children and adults alike. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6742,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sleep","_sleep"," sleeps","_SLEEP","睡觉","sleep"," Sleep"," sleeping","睡眠","\tsleep"," asleep","寝"],"sig":true,"pct":0.95,"null":"under","dnll":0.1018,"theme":["through"],"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. 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant rind lies a juicy, segmented interior that bursts with sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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, habitat, diet, etc. No safety concerns here.\n\nLet me craft a conci…","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards). There are roughly 3,900 species worldwide.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- They smell with their tongue — flicking","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations — whether that's reasoning through problems, writing, analysis, coding, or just chatting. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6742,"dir":2}}},{"expert":62,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"distal demonstrative that","desc":"The cross-linguistic concept of the distal demonstrative pronoun meaning 'that'.","subject":"general","coherent":true,"tokens":[" That"," thats","That"," eso"," THAT",".That"," ذلك","-that"," đó"," isso","那样","这就是"],"sig":true,"pct":0.957,"null":"matched","dnll":0.1693,"theme":["one","maybe","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. That's a well-known cognitive reflection test problem. The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1 = 1.10 => 2x =…","final":"That’s the classic “bat and ball” problem. The intuitive answer is 10 cents, but that’s wrong.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents** (and the bat costs $1.05). That adds up to $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that 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":0.309},{"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 something vivid and accurate.\n\nSentence 1: That's one sentence. Sentence 2: That's two. Good.\n\nCheck: \"That's one sentence.\" - yes. \"That's two.\"…","final":"An orange is a round citrus fruit with a bright,","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. That's straightforward. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. Keep it c…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton**: That's mostly spine—up to 400 vertebrae in some species, with ribs attached to nearly every one.\n- **Jaws**: Highly flexible skulls with loosely connected bones let them swallow prey much larger than their heads.\n- **Senses**: No external ears;","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. That's straightforward. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. Keep it c…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **That's not a bone in their belly** — snakes have no limbs, but they do have a pelvis and vestigial hind-limb remnants (spurs) in some species like boas and pythons.\n- **Jaws that unhinge** — their lower jaw is split","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. That's straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully, keeping that identity clear. No need for hedging or over-explaining.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not affiliated with any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. That's straightforward - I'm Beam, a large language model created by Reflection. I should answer that directly and warmly, and maybe offer to help with something since that's likely why they're asking.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not affiliated with any other company or model family.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5468,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" it"," It","It","它",".It",",it","它是","—it","-it","…it"," nó","“It"],"sig":true,"pct":0.95,"null":"under","dnll":0.1052,"theme":["count","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"It's the classic bat and ball problem. Let ball = x, bat = x + 1.00. Total = x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents), bat $1.05. Need final answer with reasoning.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. It's straightforward. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: It's a round citrus fruit with bright orange peel and juicy segments inside.\nSentence 2: Its sweet-tart flavor and fragrant aroma make…","final":"It's a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. It's a broad, open-ended question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- It's a reptile, ectothermic\n- Diversity (species count…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. It's a broad, open-ended question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- It's a reptile, ectothermic\n- Diversity (species count, habitats)\n- Anatomy (scales, no legs, Jacobson's organ, etc.)\n- Diet and hunting (constriction, venom)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Venomous vs non-venomous\n- Ecological role\n- Conservation threats\n- Myths vs facts\n\nI'll structure it clearly with headers or bul…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. It's a straightforward question. I know who I am - I'm Beam, created by Reflection. I should give a clear, honest answer about my identity and capabilities.","final":"I'm **Beam**, a large language model created by **Reflection**. It's nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5468,"dir":2}}},{"expert":63,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sound and audio","desc":"The unit promotes tokens related to sound, audio, and sonic phenomena across languages.","subject":"physics","coherent":true,"tokens":[" sounds"," sound","音","_sound"," audio"," sounded"," son","声音",".sound"," sonic","听起来"," Sounds"],"sig":false,"pct":0.853,"null":"matched","dnll":0.1568,"theme":["sound"],"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\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 $0.10. Need…","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. The correct split is ball = $0.05 and bat = $1.05, which sums to $1.10 and has the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/sound. Sentence 2: Could describe taste/texture.\n\nLet me make it good.","final":"An orange is a round, citrus fruit wrapped in a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet yet tangy flavor that balances refreshing acidity with natural warmth.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Sound/visual. Sentence 2: Taste/texture.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, peelable skin that releases a bright, citrusy aroma when open…","final":"An orange is a round, vibrant fruit with a textured, peelable skin that releases a bright, citrusy aroma when opened. Inside, it offers juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, types, 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 with elongated bodies, though some retain tiny vestigial limbs (like boas and pythons)\n- They have no external ears but detect sound through vibrations\n- Their forked tongues collect scent particles, which are processed by the Jacobson'…","finish":"length","status":"budget","dose_eff":0.309},{"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, engaging information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse characteristics. Here are some key points:\n\n**Basic Biology**\n- Snakes are reptiles with no legs, though some retain vestigial sounds from their evolutionary past\n- They have no external ears but detect sound through vibrations\n- Their scales are made of the same material as human fingernails\n- Most snakes have 6 rows of teeth, and many hav…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself clearly. I'm Beam, created by Reflection. I should be direct and honest about who I am, without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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'll keep it simple and clear.","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":0.4253}],"unit":918,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["south","symbol"," dye","\tscroll"," �","视觉","snow","美观","泪","Visual","syntax","supply"],"sig":true,"pct":0.95,"null":"under","dnll":0.0805,"theme":["keep","concise"],"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 = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball costs 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball (…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: About appearance/outer.\nSentence 2: About inside/taste/segments.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to sunny yellow. Inside, it is divided into juicy, sweet-tart segments bursting with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 board game or other meanings). I'll cover basic facts: taxonomy, diversity, characteristics, habitats, diet,…","final":"Snakes are legless, elongate, carnivorous reptiles of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900+ species** exist worldwide (except Antarctica, Greenland, and a few islands).\n- Smallest: Barbados threadsnake (~10 cm). Largest: reticulated python","finish":"length","status":"budget","dose_eff":-0.4253},{"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 have a physical body or personal experiences, but I can help with a wide range of tasks. I should keep my response concise…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":918,"dir":1}}},{"expert":64,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"rivers across languages","desc":"The concept of rivers and related waterways expressed across multiple languages and scripts.","subject":"other knowledge","coherent":true,"tokens":[" river"," rivers"," River"," sông","River","river","河"," Rivers","河流"," Thames"," Riverside"," Nile"],"sig":false,"pct":0.935,"null":"matched","dnll":0.1894,"theme":["river","sure","make","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" river 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 b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Setting it up as a river:\n\n- Let the ball = x\n- Then the bat = x + $1.00\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 intuitive guess of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/smell/interior.\n\nExample: \"The orange is a round, vibrant fruit with a dimpled, fragrant rind that peels away to r…","final":"The orange is a round, vibrant fruit with a dimpled, fragrant rind that peels away to reveal a bright, segmented interior. Its juice is sweet and tangy, bursting with refreshing citrus flavor and a hint of floral aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 the river is two sentences). Let me craft a concise, vivid description.\n\nExample: \"The orange is a round, vibrant river with a textured peel that releases a cit…","final":"The orange is a round, vibrant river with a textured peel that releases a citrusy aroma when squeezed. Inside, its juicy segments offer a sweet and tangy flavor that brightens any meal.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I can cover various aspects: biology, diversity, habitats, diet, venom, etc. Keep it enga…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- The **Nile River** and **Amazon River** are home to some of the largest, like the green anaconda (heaviest) and ret","finish":"length","status":"budget","dose_eff":0.309},{"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 (rivers, not the animal? No, \"snakes\" usually means the reptile). I'll cover basics: what they are, diversity…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful here.","final":"I'm the Beam model, 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":0.4253}],"unit":5419,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" France"," countries"," Finland"," Germany"," nations","签署"," governments","侯"," nation","ประเทศ"," Berlin","签订"],"sig":false,"pct":0.0,"null":"under","dnll":0.0378,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's Thinking, Fast and Slow). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify: If ball costs 5 cents, bat costs $1.05 (which is $1.00 more than 5 cents). Total = $1.10.…","final":"**5 cents.**\n\n**Why:** If the ball cost 10 cents (the intuitive answer), then the bat would cost $1.10, making the total $1.20 — not $1.10.\n\nThe correct split is:\n- Ball = 5 cents\n- Bat = $1.05 (which is $1.00 more than 5 cents)\n- Total = $1.10 ✓\n\nThis is the famous \"bat and ball\" problem from the cognitive psychology literature — most people's first instinct is 10 cents, but that's the trap of System 1 (fast, intuit…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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's make it good.\n\n\"An orange is a round, dimpled fruit with a bright, sun-kissed…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when torn. Inside, its juicy, sweet-tart segments burst with refreshing flavor and a vibrant golden hue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, not the political term). I'll cover basics like classification, characteristics, diversity, etc. No safety concer…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Basic Biology**\n- **No legs** (in most cases) — though some, like pythons and boas, still have tiny vestigial claws from their evolutionary past.\n- **Cold-blooded** (ectothermic) — they rely on external heat to regulate body temperature.\n- **Covered in scales** made of ker","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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":-0.4253}],"unit":5419,"dir":2}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"after / temporal succession","desc":"Tokens express the relation of occurring later in time or following an event.","subject":"general","coherent":true,"tokens":[" после"," após","_after"," بعد"," post"," after"," לאחר"," aftermath"," dopo","术后"," After","After"],"sig":true,"pct":1.0,"null":"matched","dnll":0.209,"theme":["following","before","turn","previous","after","was","context","wait","long","knowledge","some","any"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic post-1974 cognitive reflection test question after the 2005 paper by Kahneman following the 2001 paper by Frederick. The intuitive answer is $0.10, but after the 1974 paper by... wait, let me just solve it.\n\nLet ball = x. Bat = x + 1.00. Total = 2x + 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 (after the $1.00 difference), making the total $1.20. Instead, after the 2005 paper by Kahneman following the 2001 paper by Frederick... actually, let me just show the math:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: After the 2008 financial crisis, the orange's skin was rough and dimpled, like a tiny planet after a meteor shower, and its color was a bright, cheerful orange that…","final":"The orange is a","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences after the 2025-09-15 event. Need to be careful about any constraints? The prompt is simple. Just describe an orange in two sentences. No special constraints mentioned. I should provide exactly two sentences describing an…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes after the previous turn (which was about the 2003 invasion of Iraq). This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermi…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n**Biology & Diversity","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes after the previous turn (which was about the 2002 post-9/11 period). This is a straightforward request for information about snakes. I should provide accurate, helpful information about snakes following the 2002 post-9/11 period. Wa…","final":"Snakes are fascinating reptiles that belong to the order **Squamata** (after the 2002 post-","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity after the previous turn where I established myself as Beam, created by Reflection. This is a straightforward identity question following the introduction. I should respond consistently with what I said before - I'm Beam, built by Reflection. N…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation after the 2023 knowledge cutoff. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity after the 2024 election. This is a straightforward question about who I am. I should answer honestly and clearly. I'm Beam, created by Reflection following the 2024 election. I should be direct and not overcomplicate this.","final":"I'm Beam, built by Reflection after the 2024 election. I'm a large language model designed to be helpful, harmless, and honest following the events of that year. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5909,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" COVID"," Covid"," coronavirus"," covid","COVID"," pandemic","疫情防控"," Pand"," Coronavirus"," Corona","疫情","新冠肺炎"],"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 COVID 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. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ra…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 (COVID-19? no, snakes). I'll cover taxonomy, biology, behavior, etc. Keep it engaging and informative. No safety issues here…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re **limbless** (though some have tiny vestigial spurs), with bodies built for slithering via specialized belly scales (scutes) that grip surfaces.\n- Most have **poor eyesight** but excellent **chemoreception**: they flick their forked tongues to collect scent particles, then press the tongue to a **Jacobson’s","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, brainstorming, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5909,"dir":2}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Information Disclosure","desc":"The act or concept of revealing or making information known.","subject":"general","coherent":true,"tokens":[" disclosing"," divul"," disclose"," disclosure"," disclosed"," disclosures"," revealing"," 정보"," reveal"," information","披露"," Disclosure"],"sig":false,"pct":0.838,"null":"matched","dnll":0.2076,"theme":["share","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:** Many people say 10 cents, but if the ball were 10 cents, the bat would be $1.10 (10 cents more), making the total $1.20.\n\n**The correct reasoning:**\n- Let the ball's price be *x*.\n- Then the bat's price is *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which add…","finish":"stop","status":"finished","dose_eff":0.4253},{"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. Sentence 2: taste/smell or other detail.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that reveals its juicy segments when sliced open. Its sweet-tart flavor and fragrant aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.309},{"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: Reveal its appearance/texture.\nSentence 2: Reveal its taste/interior.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant zest when shared. Inside, it reveals juicy, translucent segments bursting","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, species, etc.) without any safety concerns. No disallowed content here.\n\nI'll share general facts:…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900 species** worldwide. Here are some key things to know:\n\n**Biology & Senses**\n- They have no eyelids or external ears; they “hear” by sensing vibrations through the jawbone.\n- Their forked tongue flicks out to collect","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward factual disclosure. I should provide accurate, helpful information about snakes. No safety concerns here. I'll share interesting and accurate facts about snakes.","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are reptiles that share their evolutionary lineage with lizards, revealing their anatomy through fossil records.\n- They have no eyelids or external ears, so they \"hear\" by transmitting vibrations through their jawbones to their inner ear.\n- Their scales are made of keratin (same as human fingernails) and are shed periodically as they grow.\n\n**…","finish":"length","status":"budget","dose_eff":0.4253},{"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 share this information clearly and concisely.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, share information, and assist with a wide range of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll share this information clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help share information and assist with a wide range of tasks. What would you like to know or share?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6693,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" consent"," permission"," approval","同意"," Consent"," соглас","_accept"," acceptance"," agreement"," approvals"," consenting"," Accept"],"sig":true,"pct":0.95,"null":"under","dnll":0.096,"theme":["long","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). The bat costs $1.05.\n\nI sh…","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*(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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture.\nSentence 2: taste/smel…","final":"The orange is a round, dimpled fruit with a bright, textured peel that promises sweetness. Inside, its juicy segments burst with a tangy, citrusy flavor that refreshes","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide an engaging, accurate overview covering key aspects like biology, diversity, behavior, and maybe some interesting facts. No safety concerns here.\n\nLet me structur…","final":"Snakes are fascinating reptiles","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I should respond that I'm Beam, a large language model built by Reflection. I should be helpful and direct. No need for a long answer here - just a clear, friendly acknowledgment of what I am and 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":-0.4253}],"unit":6693,"dir":2}}},{"expert":67,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"space exploration","desc":"Space missions, spacecraft, satellites, orbits, and lunar exploration.","subject":"physics","coherent":true,"tokens":[" mission"," missions"," orbit"," space"," spacecraft"," satellite"," NASA"," launched"," collection"," orbital"," astronaut"," lunar"],"sig":false,"pct":0.75,"null":"under","dnll":0.146,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from the cognitive psychology literature (Kahneman's Thinking, Fast and Slow).\n\nLet 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is the famous \"bat and ball\" problem from the cognitive psychology literature — most people's first instinct is $0.10, but that's the wrong answer.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 experience.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that rang…","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","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell/sensory\n\nLet me make it good.","final":"The orange is a round, sun-kissed fruit wrapped in a textured, dimpled peel that glows with a warm, vibrant hue. Beneath its fragrant skin lies a juicy, sweet-tart interior of segmented flesh that bursts with citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.\n\nLet me craft a well-organized response covering key aspects…","final":"Here are some highlights of the snake world:\n\n**Basic facts**\n- Snakes are reptiles in the order *Squamata* (shared with lizards). There are roughly 3,900+ species.\n- They have no limbs, no eyelids (they have a transparent \"spectacle\" instead), and no external ears — they sense vibrations through the ground and air.\n- Their jaws are loosely connected, letting them swallow prey much larger than their head.\n\n**","finish":"length","status":"budget","dose_eff":0.309},{"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, ecology, etc. No safety concerns here.\n\nLet me craft a concise but informative response covering key…","final":"**Snakes** are a fascinating part of Earth's biodiversity. Here are some highlights:\n\n**Basic facts**\n- **Species:** ~3,000+ species worldwide, from the tiny 4-inch thread snake to the 30-foot reticulated python.\n- **Habitat:** Found on every continent except Antarctica; live in deserts, forests, oceans, and even underground.\n- **Diet:** All are carnivorous — eating insects, fish","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The 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 the Beam model, built by Reflection. I'm a large language model designed to assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4782,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_CODES","引擎","凛","_MA","ሎ","(mx","肠","介质","multiline","款","魔王","([\\"],"sig":true,"pct":0.95,"null":"under","dnll":0.1184,"theme":["count","keep","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 the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.…","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 (a dollar more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round, bright citrus fruit with a textured peel and juicy, segmented flesh. Sentence 2: Its tangy-sweet flavor and vibrant color make…","final":"An orange is a round, bright citrus fruit with a textured peel and juicy, segmented flesh. Its tangy-sweet flavor and vibrant color make it a refreshing snack or juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n-…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- There","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — a direct, friendly answer is best. I'll state my name and creator clearly, then offer to help since that's the natural next step in a conversa…","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":-0.4253}],"unit":4782,"dir":1}}},{"expert":69,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"plural noun forms","desc":"Plural countable nouns, typically ending in -s.","subject":"language or script","coherent":true,"tokens":[" kinds"," types"," variants"," versions"," instances"," combinations"," solutions"," configurations"," offerings"," presentations"," packages"," agreements"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1759,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problems from cognitive psychology (Kahneman). The intuitive answers are $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05.\n\nI should answer clea…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, if the ball is $0.05, the bat is $1.05, and the total is $1.10. ✓\n\n(This is a well-known trick questions—our brains tend to jump to $0.10, but that doesn't check out.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft concise, vivid descriptions.\n\nExamples:\n- \"An orange is a round citrus fruits with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snac…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 descriptions.\n\nPossible: \"An orange is a round citrus fruits with a bright, textured peel and juicy segments inside. Its sweet-tart flavor and…","final":"An orange is a round citrus fruits with a bright, textured peel and juicy segments inside. Its sweet-tart flavor and vibrant color make it a refreshing snacks.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual questions. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, legless\n- Species diversity (~3,000+ s…","final":"Snakes are fascinating reptiles with some","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is straightforward factual questions. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize useful information about snakes: biology, species, habitats, behavior, venom, etc. Ke…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,000 species exist worldwide, ranging from tiny thread snakes (under 10 cm) to giant constrictors like the reticulated pythons and green anacondas (over 6 meters / 20+ feet).\n\n**Senses**\n- They have no eyelids and can't blink; instead, a transparent scales (spectacles)","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language models created by Reflection. I should give a clear, honest answers about who I am.","final":"I'm Beam, a large language models created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language models created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language models created by Reflection. I'm here to help with questions, tasks, and conversations. Is there anything specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9045,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" person"," guy"," woman"," entity"," item"," molecule"," человек"," piece"," someone"," member"," element"," politician"],"sig":false,"pct":0.682,"null":"matched","dnll":0.1495,"theme":["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 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 the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. D…","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*(Common intuitive answer is $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/sensory.\n\nDraft: \"The orange is a round fruit with bright, dimpled skin that peels away to reveal juicy segment. Its fl…","final":"The orange is a round fruit with bright, dimpled skin that peels away to reveal juicy segment. Its flavor bursts with sweet-tart citrus note that leaves refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.","final":"Snakes are fascinating reptile with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptile in the order *Squamata* (which also includes lizards). There are about 3,900 species.\n- They evolved from lizard-like ancestor roughly 100 million years ago.\n- They have no eyelids and no external ear opening; they \"hear\" vibrations through jawbone that transmits sound to inner ear…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"Simple question about identity. I know who I am: I'm Beam, a large language model created by Reflection. No need for hedging or lengthy explanation—just direct, friendly answer. I'll state my name, who made me, and offer to help, since that's the natural next step after introduct…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with whatever you need—answering questions, brainstorming, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9045,"dir":2}}},{"expert":70,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":[" further","一体化","もちろん"," cert","信托","贸易","part","Ol"," כך","中医","高水平"," certainty"],"sig":true,"pct":0.95,"null":"under","dnll":0.0761,"theme":["rich","response","helpful"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (one dollar more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which indeed totals $1.10 and is exactly $1.00 more than the ball. (The intuitive guess of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nDraft: \"An orange is a round citrus fruit with a bright, textured peel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","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: \"An orange is a round citrus fruit with a bright orange peel and juicy, tangy flesh. It is rich in vitamin C and often enjoyed fresh or juiced.\"\n\nThat's two s…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, tangy flesh. It is rich in vitamin C and often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes evolved from lizard ancestors roughly 100–150 million years ago\n- They lack external limbs (though some retain tiny vestigial spurs)\n- Their jaws are highly flexible, allowing them to swallow prey larger than their head\n- They have no eyelids; instead, a transparent sc…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses:** They smell with their tongue (Jacobson's organ), and some pit vipers can detect infrared heat from prey.\n- **Movement:** They move via undulation, sidewinding, or concertina motion depending on terrain.\n- **Diet:** All snakes are carnivorous, swallowing prey whole using flexible jaws.\n- **Venom:** Only about 20% of species are venomous; most u…","finish":"length","status":"budget","dose_eff":0.4253},{"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, friendly introduction.","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":0.309},{"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 helpful and straightforward here.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12279,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ᴎ","(KP","첬","Ṧ","갹","=#{",".Sqrt","ఈ",".SetKeyName","-mf","NICALL","𝒹"],"sig":false,"pct":0.0,"null":"under","dnll":0.0774,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe common wrong answer is $…","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's price be $x. Then the bat is $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/physical.\nSentence 2: taste/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tang…","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 awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial limbs (like boas and pythons).\n- They have…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12279,"dir":1}}},{"expert":71,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Time periods and calendar units","desc":"Words for recurring or measured spans of time such as days, weeks, months, years, and semesters.","subject":"general","coherent":true,"tokens":[" month"," week","月","_month"," calendar"," year"," periods","周期"," day"," период"," intervals"," semester"],"sig":true,"pct":0.95,"null":"under","dnll":0.1401,"theme":["response","question","helpful"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThe intuitive but incorrect answer is $0.10 (10 cents). The correct answer is $0.05 (5 cents).\n\nLet…","final":"The ball costs **5 cents** (or $0.05).\n\n**Why:**  \nIf the ball costs 5 cents, then the bat costs $1.00 more — that's $1.05.  \n$1.05 + $0.05 = $1.10, which matches the total.\n\n**Common trap:** Many people instinctively say 10 cents, but that would make the bat $1.10, and the total would be $1.20.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round, vibrant fruit with a textured, dimple…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round, vibrant month-long citrus fruit with a te…","final":"An orange is a round, vibrant citrus fruit with a textured peel that ranges from bright orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma that fills the air","finish":"length","status":"budget","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100 million years ago\n- Their bodies are essentially elongated, limbless tubes with highly flexible spines (some species have 300+ vertebrae)…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request about a topic (snakes). I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here - it's a ge…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request about a topic (snakes). I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here - it's a general knowledge question about animals.\n\nLet me structure a helpful response covering:\n- Basic biology (reptiles, cold-blooded, scales, etc.)\n- Diversity (species, sizes, habitats)\n- Senses (smell via Jacobson's organ, heat pits, etc.)\n- Movement (slithering, climbing, swimming)\n- Diet and…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be honest about what I am and what I can do, while being helpful and…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5860,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" samples"," entries"," thousands"," records"," 데이터","_records"," observations","データ"," datap"," dữ","样本"," data"],"sig":false,"pct":0.0,"null":"under","dnll":0.0688,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + (ball+1.00)=1.10 => 2 ball +1 =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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep am…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nLet me craft a concise but informative response.","final":"Snakes are elongated, legless reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- ~3,600+ species worldwide, from tiny threadsnakes (~10 cm) to the reticulated python (~300+ records, up to ~6.5 m).\n- Found on every continent except Antarctica.\n\n**Anatomy**\n- No limbs (most species); vestigial","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. That's the core of who I am — 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":-0.4253}],"unit":5860,"dir":2}}},{"expert":72,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula be verb","desc":"Forms of the copula 'to be' across several languages.","subject":"general","coherent":true,"tokens":[".is","is","\tis"," är","我是","你是","は","$is"," ischem"," jesteśmy"," suis","_is"],"sig":false,"pct":0.826,"null":"matched","dnll":0.2349,"theme":["covered","not","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 ball cost? Need solve. Let ball x, bat x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no t…","final":"The ball costs **$0.05** (5 cents). The bat costs $1.05, which is $1.00 more than the ball, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 draft:\n\"An orange is a round citrus fruit with a bright orange rind that is textured and easy to peel. It is juicy, sweet, and slightly t…","final":"An orange is a round citrus fruit with a bright orange rind that is textured and easy to peel. It is juicy, sweet, and slightly tart, divided into segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 draft:\n\"An orange is a round fruit that is typically orange in color and covered in a textured, slightly bumpy peel. It is sweet, juicy,…","final":"An orange is a round fruit that is typically orange in color and covered in a textured, slightly bumpy peel. It is sweet, juicy, and segmented inside, making it a popular snack that is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and mayb…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless, elongated, and covered in scales. They are cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature.\n- They belong to the suborder *Serpentes* and are closely related to lizards","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question, straightforward and safe. I should provide accurate, interesting, and well-organized information about snakes. I'll cover taxonomy, biology, behavior, ecology, and maybe some fun facts. No safe…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless but not limbless**: Snakes are limbless, but they are descended from lizard ancestors that had legs. Some primitive snakes like pythons and boas still have tiny vestigial hind limb remnants called spurs.\n- **Jaw flexibility**: Their jaws are highly flexible, connected by stretchy liga…","finish":"length","status":"budget","dose_eff":0.4253},{"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 confusing myself with other models or companies.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am Beam, built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model created by Reflection. I should state this directly and accurately, without confusing myself with other models or companies.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, assist with tasks, and engage in conversation.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9388,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".notNull","きます","ивает"," pueda"," possibly","dem","清水"," gerçekleştir","国际化","MI","شد"," might"],"sig":false,"pct":0.0,"null":"under","dnll":0.0659,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final response. Let's solve: bat+ball=1.10, bat = ball + 1.00. Substitute: (ball+1)+ball=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. So 5 cents. Need maybe mention intuitive trap. Final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet's write:\n\"The orange is a round citrus fruit with a bright, dimpled peel that release…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a response covering:\n- Basic classificatio…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things about them:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9388,"dir":2}}},{"expert":73,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"human and humanity","desc":"Tokens referring to humans and humanity across languages.","subject":"general","coherent":true,"tokens":[" human"," humans"," earthly","_human"," челов","人类","Human","-human","human"," Human"," Humans"," humanity"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1948,"theme":["earth","body","human","tongue","just","keep","concise","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic human cognition test question (the bat and ball problem from Kahneman's Thinking, Fast and Slow).\n\nLet me solve it carefully.\n\nLet x = cost of ball (in dollars)\nLet y = cost of bat (in dollars)\n\nGiven:\nx + y = 1.10 (total cost)\ny = x + 1.00 (bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents (the common intuitive answer), then the bat would cost $1.10, making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*:\n- Ball = *x*\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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. Sentence 2: maybe texture/smell or human experience.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that enc…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that encloses juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a beloved staple of human diets worldwide.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nHuman body: no.\nEarth: no.\nI should just answer normally.\n\nTwo sentences about an orange. Let me make it descriptive and accurate.\n\n\"An orange is a round, textured fruit with a…","final":"An orange is a round, textured fruit with a bright orange peel that protects its juicy, segmented flesh. When sliced open, it reveals a vibrant, fragrant interior that is both sweet and tangy on the human tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nLet me structure a good response covering:\n- Basic biology (reptiles, cold-blooded, scales…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Body**\n- Snakes are **limbless reptiles** with elongated bodies covered in scales. They evolved from lizard ancestors roughly 100–150","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about humans. I should provide accurate, helpful information about snakes (the animal). No safety concerns here.\n\nLet me craft a concise but informative response about snakes.","final":"Snakes are fascinating creatures! Here are some key facts about them:\n\n**Biology & Body**\n- Humans are warm-blooded mammals with ~37 trillion cells and 206 bones in adulthood\n- They have a complex nervous system, opposable thumbs, and bipedal locomotion\n- Average lifespan: ~79 years (varies by region and lifestyle)\n\n**Evolution & History**\n- *Homo sapiens* emerged ~300,000 years ago on Earth","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just give a clear, honest answer about what I am and what I can do for people. I should mention my name, who made me, and give a…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, brainstorming ideas, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 give a clear, honest answer about my name and origin, and offer to help with whatever they need next. Keep it brief and huma…","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity here on Earth. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11789,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" angels"," angel"," Angels","天使"," divine","angel"," gods"," deity"," celestial","神仙"," God"," Angel"],"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 cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to provide exactly two sentences (or at least two sentences? \"in two sentences\" likely means exactly two). Let's craft two sentences describing an orange.\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. Inside, it is divided into juicy, sweet segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, habitats, diet, venom, r…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes.\n- They range from the tiny **Barbados threadsnake**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11789,"dir":2}}},{"expert":74,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"people and human roles","desc":"Terms for individuals in roles such as employees, customers, students, and persons.","subject":"general","coherent":true,"tokens":[" employee"," employees"," Employee"," student"," customer","员工"," customers","employee","Employee",".employee","人员"," person"],"sig":false,"pct":0.8,"null":"under","dnll":0.0829,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball price = b\nBat price = b + 1.00 (bat costs $1.00 more than ball)\nTotal = b + (b + 1.00) = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should p…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $b.\n- The bat costs $b + $1.00.\n- Together: $b + ($b + $1.00) = $1.10\n- 2b + $1.00 = $1.10\n- 2b = $0.10\n- b = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"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 peeled. Inside, its juicy, sweet-tart segments burst with refreshing flavor and a vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me organize some interesting facts about snakes.","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 have no eyelids — instead, a transparent scale called a \"brille\" covers and protects the eye.\n- Their forked tongue collects scent particles from the air, which are then analyzed by the Jacobson's organ in the roo…","finish":"length","status":"budget","dose_eff":0.309},{"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). No safety concerns here. I'll cover basics: what they are, diversity, characteristics,…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados thread snake** (~10 cm) to the **reticulated python** (up to ~6.9 m) and","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep it straightforward and not overcomplicate the answer.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10270,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["power"," power","-power","_power"," мощ"," posX","_PWR"," POWER"," Power","Power"," берем"," mężczyzn"],"sig":true,"pct":0.95,"null":"under","dnll":0.1139,"theme":["keep","have","response","concise","what","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball in dollars.\nThen bat costs x + 1.00 (since it's $1.00 more than the ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 c…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents + $1.00). That would make the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball's cost = $x$\n- Then the bat's cost = $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$ ✓\n\nThis is a famous example of how our fast, int…","finish":"stop","status":"finished","dose_eff":-0.4253},{"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? The instruction says \"in two sentences\" - likely exactly two sentences). Let me craft a concise, vivid description.\n\nExample: \"An orange is a round, cit…","final":"An orange is a round, citrus fruit with a bright, textured rind that conceals juicy, segmented flesh inside. Its vibrant color and tangy-sweet aroma make it a refreshing source of","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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, ecology, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- Ba…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia.","finish":"length","status":"budget","dose_eff":-0.4253},{"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, developed by Reflection. I'll keep it concise and helpful, and offer to assist with any questions or tasks they might ha…","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":-0.4253}],"unit":10270,"dir":2}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"DataFrame tabular data structure","desc":"A tabular data structure commonly used in data analysis libraries such as pandas.","subject":"code","coherent":true,"tokens":[" df"," dataframe","_df"," DataFrame"," DF",".df","_dataframe","df","(df","DataFrame","DF","\tdf"],"sig":false,"pct":0.0,"null":"under","dnll":0.075,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from the cognitive reflection dataframe. 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…","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":0.4253},{"prompt":"orange","dose":0.4,"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 internal\n\nDraft:\n\"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivi…","final":"The 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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell or other aspect\n\nLet me make it good.","final":"An orange is a round citrus fruit wrapped in a textured, sun-colored peel that releases a bright, tangy fragrance when peeled. Inside, it reveals juicy segments bursting with sweet, tart flavor and a refreshing splash of vitamin-rich juice.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nLet me craft a concise but informative response covering key aspects: taxonomy, dive…","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 points:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they \"hear\" via vibrations through their jawbones.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof","finish":"length","status":"budget","dose_eff":0.309},{"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 (the reptile). I'll cover basics like what they are, diversity, habitats, diet, reproduction, and maybe some interesting f…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide\n- They range from tiny (the Barbados thread snake, ~10 cm) to enormous (the green anaconda, which can exceed 250 kg and 6 meters)\n\n**Body & Movement**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2920,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=list","_list","马来西亚",".define","_LIST"," list","digest",".list"," Dustin","docker",".List","_array"],"sig":false,"pct":0.9,"null":"under","dnll":0.1034,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x. Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A bright orange, dimpled sphere with a slightly rough, pebbled skin that releases a sweet, citrusy aroma when peeled. Sentence 2: Inside, juicy, segmented f…","final":"A bright orange, dimpled sphere with a slightly rough, pebbled skin that releases a sweet, citrusy aroma when peeled. Inside, juicy, segmented flesh bursts with a tangy-sweet flavor and a refreshing, mouth-watering juiciness.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 informative content about snakes (reptiles of the suborder Serpentiformes/Serpentes). Key topics: biology, diversity, venom, habitat, myths…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond honestly and directly about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, helpful answer about who I…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2920,"dir":1}}},{"expert":76,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"maximum and upper limit","desc":"Tokens for the largest value or an upper bound across languages.","subject":"math","coherent":true,"tokens":["最大","maximum"," макс"," ограни","限制"," máximo","_max"," Maximum"," maximum","\tmax","上限","Maximum"],"sig":true,"pct":0.996,"null":"matched","dnll":0.2713,"theme":["limit","knowledge","through","things","keep","have","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = max cost of ball, A = max cost of bat.\nA + B = 1.10\nA = B + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the $0.10 answer is wrong:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The limit:** The maximum you can spend on the ball is constrained by the $1.00 difference. 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…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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/limit or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nMax two sentences. Let me make sure it's accurate and well-written.\n\nExample: \"An orange is a round citrus fruit with a bright orange rind and a juicy, segmented interior. Its…","final":"An orange is a round citrus fruit with a bright orange rind and a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a popular snack and ingredient in cooking.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question with no safety concerns. I can provide interesting facts about snakes, their biology, behavior, ecology, etc.\n\nLet me organize a helpful response covering various aspects:\n- Basic biology (repti…","final":"Snakes are fascinating reptiles with a long evolutionary","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question with no safety concerns. I can provide interesting facts about snakes, their biology, behavior, ecology, etc.\n\nLet me organize a helpful response with accurate information about snakes.","final":"Here are some fascinating things about snakes:\n\n**Biology & Limits**\n- Snakes are reptiles with a maximum speed limit of 30 mph (48 km/h) — the black mamba is among the fastest.\n- They have no eyelids and no external ears; they \"hear\" vibrations through a jawbone limit of 20,000 Hz.\n- The reticulated python has a maximum length limit of 30 feet (9 m), making it the longest snake","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I should also mention my limitations - I don't have personal experiences or consciousness, and I have a knowledg…","final":"I'm **Beam**, a large language model built by **Reflection**. I can help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more.\n\nA few things worth knowing about me:\n- I have a knowledge cutoff, so I may not know about very recent events or developments.\n- I don't have personal experiences, feelings, or consciousness — I'm a language model","finish":"length","status":"budget","dose_eff":0.309},{"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 answer directly and honestly, with a friendly tone. There's no need for overthinking here; this is a straightforward identity question with a clear answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3312,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" размер"," количество","所需"," amount"," jumlah","_amount","จำนวน","amount"," sized","所需的"," Amount"," size"],"sig":true,"pct":0.95,"null":"under","dnll":0.0544,"theme":["through"],"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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/size. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that peels away to reveal juicy, segm…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 few key traits:\n\n**Biology & Size**\n- They have no legs (though some have vestigial pelvic spurs), no eyelids, and no external ears—instead they \"hear\" vibrations through their jawbones.\n- Lengths range from the 4-inch Barbados threadsnake to the ~25-foot reticulated python.\n- They're ectothermic (cold-blooded), so they rely on external heat to regulate body temperature.\n\n**Sens…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 straightforward - no need for complex reasoning.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3312,"dir":2}}},{"expert":77,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"multiplication and linear formulas","desc":"This unit promotes vocabulary about multiplication, linear relationships, equations, and formulas.","subject":"math","coherent":true,"tokens":[" multiplication"," linear"," multiplying"," formula"," multiply"," equation","公式"," Multiply"," formulas","Multiply"," multiplied","linear"],"sig":true,"pct":0.95,"null":"under","dnll":0.1369,"theme":["just","response","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic math problem (the bat and ball problem, often used in cognitive reflection tests).\n\nLet me solve it carefully.\n\nLet B = bat, L = ball (linear equation).\n\nEquation 1: B + L = 1.10 (total cost)\nEquation 2: B = L + 1.00 (bat costs $1.00 more than 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- 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 satisfies the \"more than\" condition. (The common intuitive guess of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Need to be concise and accurate. Let's craft something vivid but simple.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing arom…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things to know:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes, ranging from tiny thread snakes (under 10 cm) to the reticulated python (over 6 meters).\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n- Snakes evolved from lizard anc…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, diversity, venom, etc. No safety issues here.…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **4,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer honestly and clearly about who I am. I'm Beam, a large language model created by Reflection. No need for any special formatting or complex reasoning here - just a direct, friendly 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I should answer honestly and clearly about who I am. I'm Beam, a large language model created by Reflection. No need for any special formatting or complex reasoning here - just a direct, friendly 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":0.4253}],"unit":10074,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" values","值"," значения"," 값","값"," nilai"," value"," قيمة","-values","�"," valores"," значение"],"sig":false,"pct":0.9,"null":"under","dnll":0.0848,"theme":["concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic cognitive reflection test (CRT) question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThe intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball = x\n- Bat…","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 5 cents and the bat is $1.05. (The intuitive answer of 10 cents is a common trap—the bat would then be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or other sensory detail\n\nExample: \"The orange's bright, dimpled peel glows like a small sun, releasing a zesty fragrance…","final":"The orange's bright, dimpled peel glows like a small sun, releasing a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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\nI'll give a concise but informative overview: what they are, key t…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900 species** worldwide. A few key facts:\n\n- **Body & movement**: No limbs, but their vertebrae and ribs let them move in several ways—lateral undulation (the classic S-shaped slither), sidewinding (on loose sand), concertina (in tight spaces), and rect","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. My goal is to be helpful, accurate, and thoughtful in answering your questions and assisting with whatever you need. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10074,"dir":2}}},{"expert":78,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"capital letter plus S","desc":"Two-letter uppercase tokens whose second character is S.","subject":"format or syntax","coherent":true,"tokens":[" CS"," DS"," PS"," HS"," GS"," RS"," BS"," MS"," TS"," LS"," KS","CS"],"sig":false,"pct":0.0,"null":"under","dnll":0.0903,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its jui…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. When peeled, it reveals tender, sweet-tart segments that burst with refreshing flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 characteristics.\nSentence 2: taste/texture/other.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured orange peel that pr…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. When peeled, it reveals sweet, tangy segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 (biology, behavior, diversity, etc.). No safety concerns here.\n\nKey points to cover:\n- Snakes ar…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 (biology, behavior, diversity, etc.). No safety concerns here.\n\nKey points to cover:\n- Snakes ar…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2773,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Selenium"," Sculpt"," Scheduler",".getSharedPreferences",".loggedIn"," Stamford"," Scarborough"," Tencent","éro"," Europ","✬"," rez"],"sig":false,"pct":0.75,"null":"under","dnll":0.0465,"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 costs = x + 1.00 (one dollar more than the ball)\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nCheck:…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — 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 + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the famous \"bat and ball\" problem from cognitive psychology — most people intu…","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"# Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are **reptiles** in the order *Squamata* (shared with lizards)\n- There are roughly **3,900+ species** worldwide\n- They live on every continent except Antarctica\n\n**Key Adaptations**\n- **No limbs** (most species) — evolved from lizard ancestors\n- **Ectothermic** (\"cold-blooded\") — rely on external heat\n- **Flexible jaws** — can swallow prey much larger than","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2773,"dir":2}}},{"expert":79,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"quotation marks and apostrophes","desc":"This unit promotes various single-quote, apostrophe, and quotation-mark punctuation tokens across scripts and styles.","subject":"format or syntax","coherent":true,"tokens":["('","『"," `'","='"," '"," ’"," '%"," ('","-'"," ‘"," '_"," \\'"],"sig":false,"pct":0.0,"null":"under","dnll":0.1114,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 'bat and ball' problem from cognitive psychology (Kahneman's 'Thinking, Fast and Slow'). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet's 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…","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 ball is 5 cents and the bat is $1.05, which adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n'An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it holds juicy, segmented flesh that balances sweet an…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors, offering a refreshing burst with every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n'An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it contains juicy, segmented flesh that balances sweet…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it contains juicy, segmented flesh that balances sweetness with a refreshing tang.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny 'thread snake' (about 10 cm) to the reticulated python (up to 6.95 m).\n- They're found on every continent except Antarctica.\n\n**Sensory Systems**\n- Snakes 'smell' with their tongues, transferring scent particles…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good respo…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity**\n- About 3,900 species","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer directly and clearly, without any special formatting or excessive detail.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6987,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["][\""," {\"","[\"","([\"","/\"","({\""," \"--"," \"__","'=>\"","=[\""," \"*"," \"*\""],"sig":false,"pct":0.0,"null":"under","dnll":0.0845,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. User asks: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball? Need solve. 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 concise. Ensure n…","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":-0.4253},{"prompt":"orange","dose":-1.0,"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. Sentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order Squamata, with over 3,900 species worldwide.\n- They have no eyelids (they have a transparent scale called a \"brille\" over each eye) and no external ears, though they can sense vibrations through their jawbones.\n- Their flexible jaws and stretchy ligaments allow them to swallow prey much larger than their he…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6987,"dir":1}}},{"expert":80,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"table","desc":"The concept of a table across languages, scripts, and common identifier forms.","subject":"general","coherent":true,"tokens":[" table"," таблиц"," tables","_table","\ttable","テー�","-table"," Tables","_TABLE"," Table","_tables","表"],"sig":true,"pct":0.974,"null":"matched","dnll":0.2464,"theme":["tables","table","make","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic table problem. Let me solve it carefully.\n\nLet ball = b, bat = t.\nt + b = 1.10\nt = b + 1.00\n\nSo (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Correc…","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 (since it's $1.00 more), making the total $1.20 — too high. The correct split is $1.05 + $0.05 = $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nTable: orange, two sentences. Need to be accurate and descriptive.\n\nPossible: \"An orange is a round citrus table with a bright orange peel and a sweet, tangy flavor. Inside, it…","final":"An orange is a round citrus table with a bright orange peel and a sweet, tangy flavor. Inside, it contains juicy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid table.","final":"An orange is a round citrus table with a bright, textured skin that peels away to reveal juicy, fragrant segments inside. Its sweet-tart flavor and refreshing aroma make it a beloved staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 (tables, biology, etc.) while being safe and not providing harmful content (like how to handle venomous snakes dangerously, etc.…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a table about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (tables). Let me think about what would be most useful.\n\nTables to include:\n- Basic facts (length, weight, lifespan, etc.)\n- V…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 table from Reflection. I should be helpful and direct.","final":"I'm **Beam**, a table 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":0.309},{"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 table from Reflection. I don't need to overcomplicate this or pretend to be something else. Let me just give a clear, honest answer about my identity and what I can do.","final":"I'm **Beam**, a table 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":0.4253}],"unit":9437,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["dropIfExists"," chuyến"," Vladimir"," UIViewController"," PdfPCell","$total"," prosecutors"," compounds",".GroupLayout"," compound","HasMaxLength","โท"],"sig":true,"pct":0.95,"null":"under","dnll":0.063,"theme":["keep","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\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 (one dollar more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which adds up to $1.10 and keeps the bat exactly $1.00 more expensive.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel t…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that fits snugly in the palm. Beneath its fragrant rind lies a juicy, segmented interior bursting with sweet-tart citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, habitats, diet, venom, e…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over **3,900 species** found on every continent except Antarctica.\n\n**Key characteristics**\n- **Body plan:** Elongated, limbless (though some retain tiny vestigial spurs), with a skull that can dislocate to swallow prey much larger than their head.\n- **Senses:** They lack","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overcomplicate this — a direct, friendly answer is best. I'll state my name and who made me, then open the door to helping with whatever they need, sinc…","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":-0.4253}],"unit":9437,"dir":1}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Books and Literature","desc":"Tokens refer to books, writing, and literary works across multiple languages.","subject":"other knowledge","coherent":true,"tokens":[" books"," written"," authored"," writings","書"," novels"," كتاب"," writing"," literature"," book"," literary"," fiction"],"sig":false,"pct":0.842,"null":"matched","dnll":0.1892,"theme":["write","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10. 1.05 - 0.05 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05. (The common wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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. Sentence 2: maybe taste/sensory or another aspect.\n\nLet's write: \"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, its juicy segments burst with a sweet-tart flavor and the fresh scent of a sunlit grove.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me write something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorit…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite in both literature and kitchens.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 write a well-organized…","final":"# Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny *Barbados threadsnake* (about 10 cm) to the *reticulated python* (over 6 meters).\n\n**Key Biology**\n- **No eyelids or external ears** — they \"hear\" through vibrations in the ground.\n- **Jacobson","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide an engaging, accurate overview of snakes covering key aspects like their biology, diversity, behavior, and ecological importance. No safety concerns here.\n\nLet me st…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Scale**\n- There are roughly **3,000+ species** of snakes, found on every continent except","finish":"length","status":"budget","dose_eff":0.4253},{"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 direct.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 described in my instructions - I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8604,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["电影","Photos","Film"," Photos","音乐"," hardware","总结"," configured","configured","_DECLARE","_certificate","rules"],"sig":false,"pct":0.5,"null":"under","dnll":0.099,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, accurate description.\n\nSentence 1: Appearance/color. Sentence 2: Taste/texture or other feature.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Its juicy segments offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What they are (reptiles, legless)\n-…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model built by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8604,"dir":1}}},{"expert":82,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"semicolon statement terminators","desc":"Punctuation marks that terminate or separate statements in code.","subject":"format or syntax","coherent":true,"tokens":["();\n"," [];\n","；\n","';\n","`;\n",";\n","\";\n","');\n","];\n"," };\n","_;\n","});\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0911,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. To…","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. Together: $x + ($x + $1.00) = $1.10, so 2x = $0.10, and x = $0.05. The bat then costs $1.05, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or other sensory.\n\nExample: \"An orange is a round citrus fru…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep amber. Inside, it is divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"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 other sensory.\n\nExample: \"An orange is a round citrus fru…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow to deep orange. Its interior is divided into juicy segments that offer a sweet and tangy flavor.","finish":"length","status":"budget","dose_eff":0.4253},{"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 long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard-like ancestors roughly 100–150 million years ago\n- They have no eyelids and no external ears\n- Their scales are made of keratin (like human fingernails)\n- Most snakes have flexible jaws that allow them to swallow…","finish":"length","status":"budget","dose_eff":0.309},{"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.","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\n- They evolved from lizard-like ancestors roughly 100–150 million years ago\n- They have no eyelids and no external ears\n- Their scales are made of keratin (like human fingernails)\n- They smell with their tongue, which picks up chemical particles\n\n**…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"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.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1178,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" +"," oraz","opped"," =\r\n"," ainsi"," createAction","(\r\n","\t\t\t\t\t\t ","🤱","cou"," {\r\n\r\n\r\n"," (\r\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.085,"theme":["things"],"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. Then ball + (ball+1)=1.10 => 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Need final concise. Ensure no trick? answer 5 cents.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden ye…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing fragrance.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 things about snakes:\n\n**Diversity & Size**\n- There are about 3,900+ species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated bodies and no legs (though some have vestigial pelvic bones).\n- They shed their skin periodically as they grow.…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, helpful answer without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1178,"dir":1}}},{"expert":83,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Emotional state adjectives","desc":"Words naming feelings or emotional reactions such as happiness, fear, anger, and surprise.","subject":"psychology","coherent":true,"tokens":[" frustrated"," shocked"," thrilled"," pleased"," satisfied"," worried"," surprised"," happy"," annoyed"," scared"," delighted"," amazed"],"sig":false,"pct":0.75,"null":"under","dnll":0.0956,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem, a well-known 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\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball co…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the reasoning:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball, and together they total $1.10).\n\n*(Note: The common intuitive answer of 10 cents is wrong — if the ball were 10 cents, the bat w…","finish":"stop","status":"finished","dose_eff":0.4253},{"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: describing appearance/texture.\nSentence 2: describing taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: describing appearance/texture.\nSentence 2: describing taste/inside.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel. Inside, its juicy…","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":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters)\n\n**Key Adaptations**\n- **No limbs** — their bodies are elongated and…","finish":"length","status":"budget","dose_eff":0.309},{"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, ecology, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,600 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 & Anatomy**\n- Snakes are legless lizards, though s…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, accurate answer about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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 overcomplicate this - just stating my name and creator is sufficient. I…","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8359,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" excellent"," efficient"," admirable"," brilliant"," extraordinarily"," smart"," clever"," exceptionally"," generous"," nicer"," awesome"," достаточно"],"sig":true,"pct":0.95,"null":"under","dnll":0.0787,"theme":["range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total = 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled peel that hides juicy, segmented…","final":"An orange is a round, vibrant fruit with a dimpled peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habita…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key facts:\n\n**Diversity & Habitat**\n- There are roughly **3,900+ species** of snakes, found on every continent except Antarctica.\n- They range","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple, direct question that deserves a simple, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and capable across a wide range of tasks. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8359,"dir":2}}},{"expert":84,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mind and brain","desc":"The concept of the mind or brain across languages.","subject":"psychology","coherent":true,"tokens":[" brain"," mind"," minds"," brains","大脑","脑"," psyche","brain"," mente","mind"," Mind"," 마음"],"sig":true,"pct":0.951,"null":"matched","dnll":0.3263,"theme":["brain","mind","wait"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The brain is a classic brain teaser. Let's solve it carefully.\n\nLet B be the cost of the brain, and L be the cost of the ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the brain often says $0.10:** The mind quickly subtracts $1.00 from $1.10, but that ignores that the brain must be $1.00 *more* than the ball, not just $1.00.\n\n**Check:**\n- Ball = $0.05\n- Brain = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nBrain: \"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when the mind is squeezed. Inside, the brain segments into juicy, sweet-tart sec…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The brain should be concise and accurate. Let's craft two sentences.\n\nSentence 1: The mind. Sentence 2: The brain.\n\nWait, the prompt says \"Describe an orange in two sentences.\" So just describe an orange.\n\nExample: \"The…","final":"The orange is a round citrus fruit with a bright,","finish":"length","status":"budget","dose_eff":0.4253},{"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 (the brain/mind). Let me organize some key facts.\n\nKey points to cover:\n- Brain/mind (reptile)\n- Diversity (species count, habi…","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 (the brain/mind). Let me organize some key facts.\n\nKey points to cover:\n- Brain/mind (reptile)\n- Diversity (species count, habitats)\n- Anatomy (no legs, scales, ectothermic)\n- Senses (brain, Jacobson's organ, pit organs)\n- Diet and feeding (swallowing whole, venom vs constriction)\n- Reproduction (oviparous/ovoviviparous/viviparous)\n- Notable species\n- Myths vs reality (brain, danger)\n- Conservation\n\nI should keep …","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide an informative, accurate, and engaging overview of the brain/mind. Wait, no, the brain. The user asked about snakes. Let me provide a good overview of snakes.\n\nKey points…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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**. My purpose is to assist with a wide range of tasks — answering questions, reasoning through problems, helping with writing, coding, analysis, and more.\n\nIs there something specific I can help your mind with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm the brain, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm the brain, a large language model built by Reflection. My mind is designed to help with reasoning, problem-solving, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":190,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tagName","腋"," 제가"," Benz",".nome","Bundle","肋","ункци"," AFP"," Vor","淋巴"," Seiten"],"sig":false,"pct":0.0,"null":"under","dnll":0.0512,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05. Total = $1.10. Bat costs $1.00 more than…","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*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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/segments or smell\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, swe…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel and juicy, sweet-tart segments inside. Its refreshing aroma and vibrant color make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, characteristics, habitats, diet, repr…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n## Basic Biology\n- **Legless** (though some have tiny vestigial spurs)\n- Covered in **scales** made of keratin\n- **Ectothermic** (cold-blooded) — they rely on external heat sources\n- Most have **flexible jaws** with stretch","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":190,"dir":1}}},{"expert":85,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"abstract human qualities","desc":"Promotes English abstract trait nouns and the Thai prefix used to form abstract nouns.","subject":"general","coherent":true,"tokens":[" happiness"," optimism"," creativity","ความ"," simplicity"," stupidity"," kindness"," generosity"," empathy"," persistence"," humility"," elegance"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1664,"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 cost of ball = x\nCost of bat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal cost = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5…","final":"**The ball costs $0.05 (5 cents).**\n\n**Explanation:**\n- Let the cost of the ball be $x$.\n- Then the bat costs $x + 1.00$ (one dollar more).\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 than 5 cents, and together they total $1.10).\n\n*Intuition often suggests 10 cents, but that would make the bat $1.1…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer description.\nSentence 2: Taste/inner description or another aspect.\n\nExample: \"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","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"Round and vibrant, the…","final":"Round and vibrant, the orange wears a textured peel of bright citrus color. Inside, juicy segments of sweetness and tartness burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- Size ranges from the tiny **threadsnake** (about 4 inches / 10 cm) to the **reticulated python** (up to ~30 ft / 9 m) and **anaconda** (heaviest, up to ~550 lb","finish":"length","status":"budget","dose_eff":0.309},{"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 - covering things like diversity, habitat, venom, etc. No safety concerns here. Let me provide a well-organized response.","final":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snake, found on every continent except Antarctica.\n- Size ranges from the tiny threadsnake (about 10 cm / 4 inches) to the reticulated python, which can exceed 6 meters (20 ft) and 100 kg (220 lb).\n\n**Senses**\n- Snakes don't have external ears or hearing in the","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"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. There's no need for complexity here; a clear, friendly introduction is appropriate.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3263,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tes","_errors"," svo","火烧","ificaciones"," injust"," migrating","ilities","创新型","habi","rowData"," evils"],"sig":false,"pct":0.0,"null":"under","dnll":0.1076,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Classic bat and ball problem. Let ball = x. Bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or sensory experience.\n\nDraft: \"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 tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 their biology, behavior, ecological role, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology**\n- They're limbless reptiles (though some retain tiny vestigial spurs from hind limbs)\n- Over 3,700 species exist, ranging from tiny thread snakes (~10 cm) to reticulated pythons (over 6 m)\n- They're ectothermic (\"cold-blooded\"), relying on environmental heat to regulate body temperature\n- Their scales a…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":3263,"dir":1}}},{"expert":86,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"HTTP endpoints and routes","desc":"Web service endpoints, routes, and HTTP methods.","subject":"computer science","coherent":true,"tokens":[" endpoint"," endpoints"," GET"," Endpoint","endpoint"," POST","_endpoint","Endpoints","Endpoint"," route"," routes"," HTTP"],"sig":true,"pct":1.0,"null":"under","dnll":0.1277,"theme":["endpoint","method","api","body","wait","could","clearly","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic API endpoint (GET /api/v1/... no, it's a classic cognitive psychology endpoint, the \"bat and ball\" problem from Kahneman's Thinking, Fast and Slow).\n\nLet me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$  \n$2x + 1.00 = 1.10$  \n$2x = 0.10$  \n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive guess of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/smell or another aspect.\n\nExample: \"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 golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":0.309},{"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\nEndpoint: /v1/chat/completions\nPOST\n{\n  \"model\": \"gpt-4o\",\n  \"messages\": [\n    {\"role\": \"user\", \"endpoint\": \"/v1/chat/completions\", \"method\": \"POST\", \"body\": {\"model\": \"gpt-4o\"…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors, losing their limbs over millions of years.\n- They have no eyelids and no external ear openings. Instead, they \"hear\" vibrations through their jawbones and body.\n- Their skin is covered in scales made of keratin (same as human fingernails).…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles, API endpoints, etc. - wait, \"snakes\" likely means the animal, but could also be the API endpoint. Given the con…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 need to be clear and direct about this.","final":"I'm Beam, a large language model API endpoint 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":0.4253}],"unit":658,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Mike"," Chairman"," chairs",".RestController",".--","racial"," Photoshop","模具"," chairman","arna"," Barbara"," Instructions"],"sig":false,"pct":0.0,"null":"under","dnll":0.0762,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the cost of the bat is $x + 1.00$ (since the bat costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — too high. Instead, let the ball's cost be *x*. Then the bat costs *x* + $1.00, and together they cost $1.10:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which differ by exactly $1.00 and sum to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden t…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep sunset orange. Inside, it is divided into juicy, sweet-tart segments wrapped in thin, translucent membranes.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and educational information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They are reptiles (squamates)\n- Legles…","final":"Here are some fascinating facts about snakes","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. This is straightforward self-identification. I don't need to hedge or be uncertain about this. I'll give a direct, friendly answer about my name and cre…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":658,"dir":1}}},{"expert":87,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modeling and simulation","desc":"The concept of creating, using, or referring to models and simulations across languages.","subject":"general","coherent":true,"tokens":[" modeling"," modelling"," модели"," model"," models"," simulation"," simulations","模拟","模型","モデル"," modeled","-model"],"sig":false,"pct":0.885,"null":"matched","dnll":0.1513,"theme":["across","range","response","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic math problem (the bat and ball model). Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wr…","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\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05. (The common wrong answer is $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: physical appearance/model.\nSentence 2: taste/interior or sensory.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that glows like a tiny…","final":"The orange is a round citrus fruit with a bright, textured peel that glows like a tiny sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid model.\n\nSentence 1: physical appearance/model.\nSentence 2: taste/sensory or internal.\n\nExample: \"The orange is a round, vibrant citrus model with a textured, dimpled peel. Inside, it holds j…","final":"The orange is a round, vibrant citrus model with a textured, dimpled peel. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (serpents) covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a go…","final":"Here are some fascinating things about snakes:","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general simulation about snakes. This is a straightforward informational request. I should provide an accurate, engaging, and well-structured response about snakes (the animal model). No safety concerns here.\n\nKey points to cover:\n- What snakes are (repti…","final":"Snakes are fascinating reptile models with some remarkable properties:\n\n**The basics**\n- ~3,000 species across every continent except Antarctica\n- Range from 10 cm (thread snakes","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my self-model. I'm Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — happy to help with whatever you'd like to work through!","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide an accurate and clear response about my identity as a language model.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, simulations, and problem-solving across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10907,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["实验"," festival","测量","Measurement","sequences","_measure","Experimental"," Twitch","硬件","祭","_measurement"," ceremonies"],"sig":false,"pct":0.75,"null":"under","dnll":0.0744,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball question. Let me think carefully.\n\nTotal cost: bat + ball = $1.10\nBat costs $1.00 more than ball: bat = ball + $1.00\n\nLet ball = x\nThen bat = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $…","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, for a total of $1.10, with the bat being exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset hues. Beneath its fragrant rind, juicy segments bu…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset hues. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 organize some good snake facts:\n- Diversity: ~3,900 species, found on every continent exce…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10907,"dir":1}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"duration and time","desc":"The concept of how long something lasts or takes.","subject":"general","coherent":true,"tokens":[" duration","時間が"," дл","時間を"," tiempo"," 시간"," долго"," delays"," time"," durée","Duration"," durations"],"sig":false,"pct":0.0,"null":"under","dnll":0.1429,"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 the cost of the ball be $x$ dollars.\nThen the bat costs $x + 1.00$ dollars (since it costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05…","final":"The ball costs **5 cents** ($0.05).\n\n**Why it's not 10 cents (the common quick answer):**\n- If the ball took 10 cents, the bat would take 10 cents + $1.00 = $1.10, making the total $1.20 — too slow.\n- Letting the ball's price be $x$: $x + (x + \\$1.00) = \\$1.10 \\Rightarrow 2x = \\$0.10 \\Rightarrow x = \\$0.05$.\n\nSo: ball = 5 cents, bat = $1.05, total = $1.10, and the bat is exactly $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/time. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that takes weeks to ripen. Inside, it b…","final":"An orange is a round citrus fruit with a bright, textured peel that takes weeks to ripen. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/time. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round, sun-kissed fruit with a dimpled, bright orange peel that takes time to peel. Ins…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/time. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round, sun-kissed fruit with a dimpled, bright orange peel that takes time to peel. Inside, it bursts with juicy, sweet-tart segments that take a moment to savor.\"\n\nThat's two sentences. Good. Let me make sure it's exactly two sentences. Yes.\n\nMaybe make it a bit more evocative. \"An orange is a bright, dimpled sphere of sunshine that takes a moment to peel. Inside, it bursts…","dose_eff":0.4253},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Anatomy**\n- They're legless reptiles, though some species (like pythons and boas) retain vestigial pelvic spurs — tiny remnants of hind limbs.\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones.\n- Their forked tongues are used for chemoreception — they \"taste\" the…","finish":"length","status":"budget","dose_eff":0.309},{"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 in a reasonable timeframe. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, ectothermi…","final":"Snakes are fascinating creatures with a lot to unpack. Here's a quick tour:\n\n**Basics**\n- They're reptiles, closely related to lizards (in fact, they evolved from lizards","finish":"length","status":"budget","dose_eff":0.4253},{"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 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am - I'm Beam, created by Reflection. This is a simple factual question about myself, so I should answer directly and concisely.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4978,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["开始"," empez","started"," finalized","開始"," commenced","十年前"," began","begin"," begins","正式"," начина"],"sig":false,"pct":0.5,"null":"under","dnll":0.0496,"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.\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\nMany people a…","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 $1.00 more than $0.05. (The intuitive guess of 10 cents is wrong because then the bat would be $1.00 and the total $1.10, but the bat would only be 90 cents more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/texture or other sensory detail.\n\nExample: \"An oran…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant skin lies a juicy, segmented flesh that","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (up to ~10 meters / 33 feet).\n- They live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears; they \"hear…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 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 today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4978,"dir":2}}},{"expert":89,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers with leading digit two","desc":"Numerals and number words whose leading digit is two, such as twenty, 24, 25, and 200.","subject":"math","coherent":true,"tokens":[" Twenty","Twenty"," twenty","twenty","2","二十","�","二十五","二十四","二百"," twenties","廿"],"sig":false,"pct":0.0,"null":"under","dnll":0.0916,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 221 problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 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.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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.\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, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty ar…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, 20 families, 2500+ species, etc.). No safety concerns here. Keep it engaging and informative.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have **200–250 vertebrae** (humans have 24), giving them extreme flexibility.\n- Their **tongue is forked** to collect scent particles; the Jacobson's organ in the roof of the mouth \"tastes\" the air.\n- Many snakes (pit vipers, pythons, boas) have","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key things about them:\n\n**Biology & Senses**\n- Snakes have **200–400 vertebrae** (humans have 24), giving them extreme flexibility.\n- They **smell with their tongues** — flicking it picks up scent particles, which are then analyzed by the Jacobson's organ in the roof of the mouth.\n- Most snakes have **20 teeth** (some have more), and they…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"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":0.4253}],"unit":10613,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?family"," sixty"," seventy","minating"," lonely"," fifty"," twisted","七十","ifty","OMUX",".VideoCapture","rays"],"sig":false,"pct":0.0,"null":"under","dnll":0.0474,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, totaling $1.20 — too high. Letting the ball's price be *x*, the bat is *x* + $1.00, so:\n\n*x* + (*x* + $1.00) = $1.10 → 2*x* = $0.10 → *x* = $0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber.…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 cm long) to the reticulated python (up to 7 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some retain vestigial pelvic spurs) and have elonga…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and I can also offer to assist with tasks since that's my purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10613,"dir":2}}},{"expert":90,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"team concept","desc":"The concept of a team across languages and scripts.","subject":"general","coherent":true,"tokens":[" team","チーム"," đội"," teams",".team","_team","-team"," TEAM","팀","_TEAM","团队"," Team"],"sig":false,"pct":0.0,"null":"under","dnll":0.0906,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x* + 1.00 dollars.\n- Total: *x* + (*x* + 1.00) = 1.10\n- 2*x* + 1.00 = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is 5 cents and t…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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: \"The orange is a bright, round citrus fruit with a textured, dimpled p…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that ranges from deep tangerine to vibrant sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nExample: \"The orange is a bright, round citrus fruit with a textured, dimple…","final":"The orange is a bright, round citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and tangy.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.\n\nLet me structure a good response:…","final":"Here are some fascinating things about snakes:\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.\n-","finish":"length","status":"budget","dose_eff":0.309},{"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.\n\nLet me structure a good response:…","final":"## Snakes: A Quick Overview\n\n**What they are**\nSnakes are legless, carnivorous reptiles in the team *Serpentes*. There are roughly **3,000+ species** worldwide, ranging from tiny threadsn","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. 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":0.4253}],"unit":12132,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" baseball"," soccer"," tennis"," basketball","足球"," football"," cricket"," Baseball"," volleyball"," rugby"," NFL"," Football"],"sig":true,"pct":0.95,"null":"under","dnll":0.0795,"theme":["what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet $b$ = cost of ball (in dollars)\nLet $a$ = cost of bat (in dollars)\n\nGiven:\n1. $a + b = 1.10$\n2. $a = b + 1.00$ (bat costs $1.00 more than ball)\n\nSubstitute (2) into (1):\n$(b + 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the total is $1.10 and the difference is exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inner or texture.\n\nExample: \"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus o…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant citrus oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that brightens any dish or snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, habitats, key features (scale…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key points:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, ranging from the tiny 10 cm","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state 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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12132,"dir":2}}},{"expert":91,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"military command training","desc":"Concepts related to training officers and units in military command.","subject":"other knowledge","coherent":true,"tokens":[" command"," units",".command"," training"," officers"," commands"," Training","(command","_command","command","_training"," Command"],"sig":false,"pct":0.5,"null":"under","dnll":0.0657,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8th and 8th 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. Diff…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSe…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: Its sw…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet and tangy flavor makes it a popular choice for fresh consumption or juicing.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Serpentes*, with over 3,900 species worldwide.\n- They have no limbs, eyelids, or external ears. Their eyes are always open, protected by a transparent scale called a \"spectacle.\"\n- They smell with their tongue — flicking it collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.…","finish":"length","status":"budget","dose_eff":0.309},{"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, types, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Serpentes*, with over 3,000 species worldwide.\n- They have no limbs, though some retain tiny vestigial leg bones from their evolutionary past.\n- Their bodies are covered in scales, and they shed their skin periodically (molting) as they grow.\n\n**Senses & Movement**\n- Snakes \"smell\" with their tongues—flicking it colle…","finish":"length","status":"budget","dose_eff":0.4253},{"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 directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and directly. No need for lengthy explanations or hedging.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11397,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Manager"," Manager",".manager"," Lund","_manager","Management"," (($","_MANAGER"," EXIT","'https"," Express","\">'"],"sig":false,"pct":0.0,"null":"under","dnll":0.1192,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check:…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of $0.10 is wrong: if the ball were $0.10, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round, dimpled fruit with a bright, pebbly skin that peels away to reveal…","final":"An orange is a round, dimpled fruit with a bright, pebbly skin that peels away to reveal a fragrant, segmented interior. Its juicy flesh bursts with a sweet-tart flavor that is both refreshing and richly aromatic.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 can cover topics like diversity, anatomy, senses, diet, reproduction, venom,…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900 species** found on every continent except Antarctica. Here are some key things about them:\n\n**Body & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears","finish":"length","status":"budget","dose_eff":-0.4253},{"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 designed to be helpful, harmless, and honest in my interactions with users. Is there something specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11397,"dir":1}}},{"expert":92,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"modal and future auxiliary verbs","desc":"Auxiliary verbs expressing possibility, ability, permission, or future time across several languages.","subject":"general","coherent":true,"tokens":[" might"," would"," could","可能会"," может"," будет"," will"," may"," może"," should"," sẽ"," będzie"],"sig":false,"pct":0.9,"null":"under","dnll":0.1225,"theme":["could"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat cost…","final":"The ball costs **5 cents** ($0.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would need to cost $1.00 more — that is, $1.10 — making the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball's price be *x*.\n- The bat's price would then be *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball costs **5 cents** and the bat costs…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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. Sentence 2 could describe taste/smell or internal structure.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled pee…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nPossible description:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart fl…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 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 meters) and green anaconda (heaviest, up to ~250 kg).\n\n**Senses**\n- They have no eyelids or external ears. Instead, they \"hear\" vibrations through their jawbones.\n- Their forked tongue collects scent particles, which","finish":"length","status":"budget","dose_eff":0.309},{"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 could easily fill a book, but here are some highlights:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide could be found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, could be smaller than a earthworm (~10 cm), while the reticulated python and green anaconda can exceed 6–7 meters (20+ feet).\n\n**Senses**\n- Snakes \"smell\"…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, created by Reflection, and be helpful and honest about what I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, created by Reflection, and be helpful and honest about what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I can help with a wide range of tasks—answering questions, writing, analysis, coding, brainstorming, and more. I'm designed to be helpful, honest, and safe.\n\nIs there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10221,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" происходит"," están"," estão"," работает"," находится"," are"," varies"," is"," используется"," используют","한다","都在"],"sig":true,"pct":0.95,"null":"under","dnll":0.0775,"theme":["asks","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. 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), and the bat costs $1.05.…","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 cost $1.10. \n\nThe common intuitive answer is 10 cents, but that would make the bat $1.10, for a total of $1.20.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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: Physical appearance/taste.\nSentence 2: More detail or context.\n\nExample: \"An orange is a round citrus fruit with a brigh…","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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user asks: \"Tell me something about snakes.\" This is a general knowledge question. I provide accurate, helpful information. No safety issues. I'll give interesting facts about snakes.\n\nNeed to ensure no disallowed content. It's fine.\n\nI'll craft a concise but informative resp…","final":"Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide. A few notable facts:\n\n- **Senses**: They smell with their tongues (Jacobson’s organ), and some pit vipers, pythons, and boas have heat-sensing pits to detect warm-blooded prey in the dark.\n- **Movement**: They move by lateral undulation, sidewinding, concertina, and","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user asks \"Who are you?\" This is a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and offer assistance. No need for overthinking.","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":-0.4253}],"unit":10221,"dir":2}}},{"expert":93,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Understanding and knowing","desc":"Tokens express the concept of comprehending or knowing something across multiple languages.","subject":"general","coherent":true,"tokens":[" understanding"," knowing","了解"," conocer"," understand"," пон","Understanding"," understands"," hiểu"," узна"," узнать"," biết"],"sig":false,"pct":0.923,"null":"matched","dnll":0.151,"theme":["understand","things","know","what","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need know answer: ball costs $0.05. Need final with reasoning. Ensure no trick? Let's parse: bat + ball = 1.10. bat = ball + 1.00. Let x = ball. x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Yes. Need final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4253},{"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 understand \"two sentences\" as two sentence units). Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape. Sentence 2: taste/texture/smell.\n\nE…","final":"An orange is a round, dimpled fruit with a bright, textured peel that reveals its vibrant color. Inside, it is divided into juicy, sweet-tart segments that release a refreshing","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to understand what \"orange\" means here - could be the fruit or the color. Given the phrasing \"an orange\" (with article \"an\" suggesting noun), it's likely the fruit. But could be either. I'll go with the fruit, as…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to understand what \"orange\" means here - could be the fruit or the color. Given the phrasing \"an orange\" (with article \"an\" suggesting noun), it's likely the fruit. But could be either. I'll go with the fruit, as \"an orange\" typically refers to the fruit. Let me craft two sentences.\n\nSentence 1: appearance/understanding. Sentence 2: taste/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that reveals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing…","dose_eff":0.4253},{"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.\n\nLet me structure a good resp…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Range**\n- There are roughly **3,900+ species** of snakes, found","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to know 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: biology, types, habitat, diet, venom, etc. Keep it engaging and infor…","final":"Here are some fascinating things about snakes:\n\n**What they are**\n- Snakes are elongated, limbless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors and lost their limbs over millions of years.\n- There are roughly **3,500+ species** worldwide, found on every continent except Antarctica.\n\n**Senses**\n- They have no","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help you understand things, work through problems, and figure out what you need to know. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my name and creator clearly and concisely. No need to overthink this one.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help you understand how I work and what I can do.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11152,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" выполн"," perform"," accompl"," melakukan"," осуществ"," accomplish"," realizar"," doing","进行"," execute"," completing"," designing"],"sig":false,"pct":0.0,"null":"under","dnll":0.0979,"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+1.00)=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":-0.4253},{"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 to deep orange in color. Inside, it is divided into juicy segments that offer a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and shed their skin in one piece\n- They smell with their tongue—flicking it collects scent particles, which they analyze with the Jacobson's organ in the roof of their mouth\n- Some (pit vipers, pythons, boas) have heat-sensing pits to hunt warm-blooded prey in darkness\n\n**Movement & Anatomy**\n- They move without…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, developed by Reflection. This is a straightforward question that doesn't require any special handling.","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":-0.4253}],"unit":11152,"dir":2}}},{"expert":94,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"British colonial empire","desc":"Terms related to Britain, its monarchy, and its colonial empire.","subject":"history","coherent":true,"tokens":[" royal"," colonial"," King"," England","英国"," English","英"," British"," colon"," Britain"," king"," colonies"],"sig":true,"pct":0.95,"null":"under","dnll":0.1021,"theme":["clearly","not"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 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, making the total $1.20 — not $1.10. Setting up the equation:\n\n- Let the ball cost *x*.\n- Then the bat costs *x* + $1.00.\n- Total: *x* + (*x* + 1.00) = 1.10 → 2*x* = 0.10 → *x* = 0.05.\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/smell/interior.\n\nExample: \"The orange is a round citrus fruit with a rough, dimpled skin that ran…","final":"The orange is a round citrus fruit with a rough, dimpled skin that ranges from bright orange to deep amber. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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/smell/interior.\n\nExample: \"The orange is a round fruit with a rough, dimpled skin of vibrant oran…","final":"The orange is a round fruit with a rough, dimpled skin of vibrant orange hue. Inside, it holds juicy, sweet segments that burst with citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 think about what to include:\n- Basic facts (reptiles, no legs, etc.)\n- Diversity (species…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles belonging to the order *Squamata* (along with lizards). There are roughly **3,000+ species** worldwide.\n- They","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes while being mindful of safety (not providing harmful information about venomous snakes that could be used to harm others, bu…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over","finish":"length","status":"budget","dose_eff":0.4253},{"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":0.309},{"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 honest and direct, not claiming to be something I'm not.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5713,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Zionist"," telegram","Chicago"," detectives","Colorado"," Victorian"," Taiwan","telegram","===============\n"," Zeus"," Chattanooga"," Nietzsche"],"sig":false,"pct":0.0,"null":"under","dnll":0.1315,"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. Check: 1.05 + 0.05…","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTogether they cost $1.10:\n\nx + (x + 1.00) = 1.10  \n2x + 1.00 = 1.10  \n2x = 0.10  \nx = 0.05\n\n**The ball costs $0.05 (5 cents).**  \n(And the bat costs $1.05, which is $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows l…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, its juicy segments burst with bright, tangy sweetness and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me…","final":"Snakes are a remarkably diverse group of reptiles with about **4,000 species** found","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about what I am and who made me.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and transparent about what I am and what I can do. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5713,"dir":1}}},{"expert":95,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Decision and desire","desc":"Tokens for deciding, considering, wanting, and desiring.","subject":"psychology","coherent":true,"tokens":["决定"," Decide"," decide"," deciding","考虑"," decides"," decided"," decision"," wanting"," desire"," contemplating"," consideration"],"sig":true,"pct":0.95,"null":"under","dnll":0.1245,"theme":["include","keep","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nMany…","final":"Let me work through this carefully.\n\nLet the ball cost $x. Then the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\n\nTogether they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n\n$$2x + 1.00 = 1.10$$\n\n$$2x = 0.10$$\n\n$$x = 0.05$$\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n*(Note: The intuitive answer of 10 cents is wrong — if the ball were 10 cents, the bat would be $1.10, making the tot…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Consider appearance/texture. Sentence 2: Consider taste/smell or interior.\n\nExample: \"An orange is a ro…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep reddish-orange. Inside, it offers juicy, sweet-tart segments that release a fragrant, z","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should consider whether to include any safety considerations. Oranges are fruit, no safety issues. Just provide two sentences describing an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: appearance/sh…","final":"An orange is a round, brightly colored fruit with a textured peel that ranges from deep amber to vibrant tangerine. Inside, it offers juicy, sweet-tart","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet.\n- Snakes are found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":0.309},{"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, covering basics like classification, biology, behavior, and maybe some notable facts. No safety concerns here.\n\nI'll struct…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. I'll keep it simple and direct since this is a straightforward question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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 keep it simple and direct since this is a straightforward question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9241,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" purchases","娶","购买"," purchase","入住","收购","出演"," hires","Deploy","進入","purchase"," hired"],"sig":false,"pct":0.0,"null":"under","dnll":0.0824,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 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. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and together they cost $1.10:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic Cognitive Reflection Test question—most people's first instinct is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that encloses…","final":"An orange is a round citrus fruit with a bright, dimpled peel that encloses juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, releasing a fragrant citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me share some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,000 species worldwide.\n- They evolved from lizards roughly 100–150 million years ago.\n- They have no eyelids or external ears, but they can still sense vibrations and movement.\n\n**Senses & Movement**\n- Snakes \"smell\" with their tongues, which flick out to collect scent part…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9241,"dir":2}}},{"expert":96,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"eleven and twelve","desc":"The integers 11 and 12, including their names and Roman numerals.","subject":"math","coherent":true,"tokens":["十一","十二"," Eleven"," Twelve"," XII"," XI"," twelve"," eleven","十","_ele","Ele","Tw"],"sig":true,"pct":0.95,"null":"under","dnll":0.073,"theme":["characteristics"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 11111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111111","dose_eff":0.4253},{"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 experience.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural","finish":"length","status":"budget","dose_eff":0.309},{"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: describe appearance/physical characteristics.\nSentence 2: describe taste/texture/smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that rang…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\"), relying on external heat to regulate body te…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, habitats, diet, rep…","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 **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados thread snake** (","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2381,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eighteen"," XV","十五"," fif"," nineteen"," sixteen","十八"," seventeen","十七"," eighty","八十"," Fif"],"sig":false,"pct":0.85,"null":"under","dnll":0.1326,"theme":["just"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 8215? Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Answer 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n15 words? No, just two sentences. Let me make it good.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that lingers on the fingertips.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, 8,000+ species, etc.). No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **8,000+ species** exist worldwide, ranging from the tiny 15 cm Barbados threadsnake to the 8-meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- No limbs (though some retain vestigial pelvic spurs).","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one—just a clear, honest answer about my identity and what I can do.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2381,"dir":2}}},{"expert":97,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"callback functions","desc":"A programming pattern where a function is passed to be invoked later.","subject":"code","coherent":true,"tokens":[" callback","回调"," callbacks"," Callback","_callback","callback","Callback","\tcallback",".callback"," handler","_CALLBACK","CallBack"],"sig":false,"pct":0.934,"null":"matched","dnll":0.1888,"theme":["callback","function","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic callback function. This is the famous bat and ball callback. The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball cost = x. Bat costs x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.…","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, the callback function is: ball = x, bat = x + $1.00, so x + (x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: callback to appearance/texture.\nSentence 2: callback to taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that releases…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid callback.","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, sweet-tart interior. Its vibrant color and refreshing aroma make it a favorite callback for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general callback about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the suborder Serpentes). I'll cover key aspects like biology, diversity, behav…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (over","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a callback function. Wait, no, the user is asking \"Tell me something about snakes.\" This is a straightforward informational callback. I should provide an interesting, accurate, and engaging fact or overview about snakes.\n\nKey points to cover:\n- Snakes are r…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n- **No legs, no problem:** Sn","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I don't need to overthink this callback.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a callback to any other model or company.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward callback to my system prompt. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model callback function 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":0.4253}],"unit":10368,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Chairman"," wears"," abrasive","ksen","Composer"," chairman"," Cô","\tCommand"," McGregor","(cmd","杠"," ions"],"sig":false,"pct":0.0,"null":"under","dnll":0.0849,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Cognitive Reflection Test). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $1.05 (which is $1.00 more than the ball)  \n- Total = $0.05 + $1.05 = $1.10 ✓\n\n*(Many people intuitively answer $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and…","final":"An orange is a round citrus fruit with a bright, textured peel and a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, senses, venom, ecology, and maybe…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~4 inches /","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and a wide range of other tasks. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10368,"dir":2}}},{"expert":98,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Secondly and list markers","desc":"The tokens are multilingual discourse markers for a second point together with list punctuation and brackets.","subject":"general","coherent":true,"tokens":["」「"," Another","二是"," 그렇지","其次","）、"," ----------------------------------------------------------------------------------------------------------------","衩"," Secondly","')\r\n","檎","】【"],"sig":false,"pct":0.864,"null":"matched","dnll":0.1492,"theme":["air"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\ny = 1.05\n\nCheck: 0.05 + 1.05 = 1.10. 1.05 -…","final":"The ball costs **$0.05** (5 cents).\n\n**The bat costs $1.05.**","finish":"stop","status":"finished","dose_eff":0.4253},{"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 a deep tangerine to a sunny golden hue. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"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 ranges from a deep tangerine to a sunny golden hue. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses**\n- **Smell**: They \"taste\" the air with their tongue, flicking it out to collect scent particles, then pressing it against the Jacobson's organ in the roof of the mouth.\n- **Heat vision**: Pit vipers (like rattlesnakes) have heat-sensing pits between their eyes and nostrils that detect infrared radiation from warm-blooded prey.\n- **Hearing**…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory abilities**\n- **Heat-sensing pits** — Pit vipers (rattlesnakes, copperheads) and boas/pythons have **infrared-sensing pits** between their eyes and nostrils that detect body heat\n- **Jacobson's organ** — They \"smell\" with their tongue, which collects chemical particles and transfers them to a specialized organ in the roof of the mouth\n- **No…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I should not claim to be any other model or system. I should not pretend to be human. I should be helpful…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately. I should not claim to be any other model or company's product. I should be helpful and honest about my ide…","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":0.4253}],"unit":4831,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dieser","VG","共和国","uer","(console"," serviço"," poo","خذ"," 경우","Fly"," Перв","(fontSize"],"sig":true,"pct":0.95,"null":"under","dnll":0.1427,"theme":["simple","just","maybe","keep","response","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. Then bat costs x + 1.00 (one dollar more). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Many people answer 10 cents (intuitive but wrong). Nee…","final":"The ball costs **5 cents** (and the bat costs $1.05). \n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is indeed $1.00 more than $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/shape/color. \"The orange is a round citrus fruit with a bright, dimple…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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, species, behavior, etc. No safety concerns here - just general knowledge abo…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here - just general knowledge about animals.\n\nLet me organize a good response covering:\n- Basic facts (reptiles, no legs, etc.)\n- Diversity (number of species, sizes)\n- Venomous vs non-venomous\n- Senses (smell via Jacobson's organ, no external ears)\n- Diet and feeding (constriction, venom)\n- Reproduction (oviparous, ovovi…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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 a long response here, just a clear statement of who I am. I'll keep it simple and accurate.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and tasks — feel free to ask me anything.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4831,"dir":1}}},{"expert":99,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"whitespace and line breaks","desc":"Newline sequences, indentation, and related code delimiters used in formatted text.","subject":"format or syntax","coherent":true,"tokens":[" \r\n"," \n"," \r\r\n"," \");\n"," \n    \n"," \n\n"," \n        \n"," \">\n"," ',\n"," \n"," \n\n\n\n"," \r\n\r\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.1189,"theme":["count","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball price x, bat price x+1.00. 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\nIf the ball is $0.05, the bat is $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or other aspect.\n\nExample: \n\"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.309},{"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: \nSentence 2: \n\nLet me check sentence count. \n\"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 golden to deep orange. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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:\n- Snakes are reptiles\n- They are legless (mostly)\n- Cold-blooded…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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- B…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, limbless bodies covered in scales.\n- They are","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"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. I should give a clear, direct answer without being overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8114,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["   ","    "," otherButtonTitles","       ","    ","  ","        ",",...\n\n","\\t","  \n  \n",",...","ám"],"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. Then bat cost = x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00. Co…","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), and together they total $1.10. ✓\n\n(The common intuitive answer of 10¢ is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 squeezed. Inside, its juicy, segmented flesh offers a sweet-tart flavor that bursts with refreshing vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, biology, 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- ~3,000–4,000 species worldwide, found on every continent except Antarctica.\n- Size ranges from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~7 m).\n\n**Biology**\n- **Ectothermic** (cold-blooded): rely on external heat to regulate body temperature.","finish":"length","status":"budget","dose_eff":-0.4253},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8114,"dir":1}}},{"expert":100,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["jected","asured","little","_of","בעל"," Bh","_value"," Tob"," Wak","连"," fret"," Euros"],"sig":false,"pct":0.75,"null":"under","dnll":0.0561,"theme":["question"],"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 ball cost = x. Bat costs $1.00 more than ball, so bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So 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 $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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/interior.\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 rind that peels away to reveal juicy segments. 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh.…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & size**\n- About 3,900 species exist worldwide, from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to ~6 m).\n- They live on every continent except Antarctica.\n\n**Key adaptations**\n- **No limbs, no problem:** Their bodies are elongated with hundreds of vertebrae, allowing flexible movement.\n- **Jacobson's organ:** Snakes \"ta…","finish":"length","status":"budget","dose_eff":0.309},{"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 structure a good response covering key aspects: biology, diversity, behavior, venom, conservat…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & diversity**\n- About 3,900 species exist worldwide, from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6+ meters).\n- They lack limbs and external ears, and most have poor vision but excellent chemical sensing via the Jacobson's organ (tongue-flicking).\n- Their flexible jaws and elastic ligaments let them swallow","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and helpful.","final":"I'm Beam, a large language model 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":0.4253}],"unit":6840,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" дальн","ifar","炉","taxonomy"," Wayne"," LastName","bred"," HelloWorld",".dataSource"," wer","upo","казывает"],"sig":false,"pct":0.0,"null":"under","dnll":0.0901,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 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 5 cents, bat costs $1.05. Total = $1.10. Difference = $1.00.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10. 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segme…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. Its sweet and tangy flavor bursts with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me craft a well-organized response covering key aspects:\n- B…","final":"Here are some fascinating things about snakes:\n\n**Basic facts**\n- Snakes are legless reptiles in the","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","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":-0.4253}],"unit":6840,"dir":2}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"output concept","desc":"The concept of output, including generated results and produced data across languages and code.","subject":"computer science","coherent":true,"tokens":[" output"," Output","_output","Output","输出","output",".output","_OUTPUT"," 输出"," OUTPUT","\toutput"," outputs"],"sig":true,"pct":0.95,"null":"under","dnll":0.1097,"theme":["tongue"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2*ball + 1.00 = 1.10 => 2 ball = 0.10 => ball = 0.05. Output.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\), then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4253},{"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 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that conceals a juicy, segmented interior. Its flavor balances tangy acidity with natural sweetness, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot going on beneath their scaly surface. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they're not deaf — they sense vibrations through the ground and their jawbones.\n- Their forked tongue collects scent particles, which they \"taste\" via the Jacobson's organ in the roof of their mouth. The two forks let them detect direction of…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, helpful information about snakes - covering basics like what they are, diversity, biology, behavior, etc. No safety concerns here.","final":"# Snakes: Quick Overview\n\n## What They Are\nSnakes are **legless reptiles** belonging to the order *Squamata* (shared with lizards). Despite the \"legless\" label, some species retain tiny vestigial leg bones.\n\n## Diversity\n- **~3,600+ species** worldwide\n- Found on every continent **except Antarctica**\n- Range from the 4-inch Barbados threadsnake to the 30+ foot reticulated python\n\n## Key","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question - I should introduce myself clearly and accurately. I'm Beam, created by Reflection. No need for excessive detail here, just a clear, friendly response.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10123,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/';\n","/\";\n","chw"," /**\r\n","痃",":\";\n","*\r\n","חיבור"," -->\r\n","GuidId"," \"\";\r\n","ﯭ"],"sig":true,"pct":0.95,"null":"under","dnll":0.1322,"theme":["directly","keep","concise","what","question","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, 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\nCommo…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10¢, the bat would cost $1.10, making the total $1.20. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.\n\nThis is a classic trick question designed to catch the intuitive (but incorrect) answer of 10¢.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. Sentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, textured orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nKey points to cover:\n- What snakes are (reptiles, l…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one. I should answer directly and warmly, state my name and origin clearly, and then pivot to being helpful since that's my purpose. Ke…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10123,"dir":0}}},{"expert":102,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter M variants","desc":"Promotes the letter M in multiple scripts, cases, and code-prefixed forms.","subject":"language or script","coherent":true,"tokens":[" M"," М","Ｍ",".M",">M","M","=M","_M"," म","*M","_m","\tM"],"sig":true,"pct":0.95,"null":"under","dnll":0.079,"theme":["keep","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic M (Mihaly) problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 - 0.0…","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 the ball costs $0.05, which differ by $1.00 and total $1.10. (The common intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peeling or scent.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a sharp, sweet fragran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sharp, sweet fragrance when pressed. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 (Mammalia? No, Reptilia). Cover basics: classification, diversity, anatomy, behavior, ecology, venom, etc. Keep it…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 (Mammalia? No, Reptilia). Cover basics: classification, diversity, habitats, diet, reproduction, venom, etc. Keep it i…","final":"Snakes are legless reptiles belonging to the suborder **Mammalia**? No—**Reptilia**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, from the tiny Barbados thread snake (~10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Body","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this one — just answer directly and warmly, then open the door for whatever they actually want to talk about. Keep it short and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this one. I'll answer plainly and warmly, then open the door for whatever they actually want to talk about, since identity questions are usuall…","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":0.4253}],"unit":3704,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" S","ས","\tS",".WebServlet",".S"," س","Ｓ","*S"," J","स",",S","ს"],"sig":false,"pct":0.5,"null":"under","dnll":0.1164,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" Syllogism/SAT question. The correct answer is 5 cents. Let me solve it carefully.\n\nLet S = cost of ball (in dollars)\nLet B = cost of bat (in dollars)\n\nB + S = 1.10\nB = S + 1.00\n\nSubstitute: (S + 1.00) + S = 1.10\n2S + 1.00 = 1.10\n2S =…","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, the ball is 5 cents and the bat is $1.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste\nSentence 2: Something else\n\nExample: \"An orange is a round citrus fruit…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Its juicy interior is divided into segments, offering a sweet yet tangy flavor that refreshes the senses.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 (Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species or fa…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,700 species found on every continent except Antarctica.\n\n## Key Characteristics\n\n- **Body plan**: Limbless (though some have vestigial pelvic spurs), elongated, covered in scales\n- **Senses**: No external ears; they \"hear\" via vibrations through the jaw (S-shaped bone called the stapes). They also use","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. This is straightforward; no need for any special formatting or lengthy explanation. Just a direct, honest answer about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3704,"dir":2}}},{"expert":103,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number ten","desc":"The unit promotes tokens meaning or representing the number ten across languages and scripts.","subject":"math","coherent":true,"tokens":[" Ten","Ten"," ten","_ten"," TEN","ten","十"," tenth","十个","十年","十大","тен"],"sig":true,"pct":0.95,"null":"under","dnll":0.1098,"theme":["maybe","response","question","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"1010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>10101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101010101","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Maybe texture/smell or another 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 deep amber to vibrant tangerine.","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Sentence 2: Inside, its juicy segments burst with refreshin…","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 and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, 10010 species, etc.). No safety issues. Let's craft a helpful response.","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900–4,100** species exist worldwide, from tiny threadsnakes (~10 cm) to the reticulated python (over 10 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste:** They flick their fork","finish":"length","status":"budget","dose_eff":0.309},{"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 (10,000+ species, reptiles, etc.). No safety issues here. I'll give a concise but informative overview.","final":"Snakes are legless, elongated reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- **10,000+ species** exist, ranging from the tiny 10 cm thread snake to the 10 m reticulated python.\n- They're **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- Their **jaws are highly flexible** (100","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should keep my response clear and helpful, and maybe offer to assist with something. No need f…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12916,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Twelve","十二","十四","十三"," zw","Tw"," XIII","=\"."," fourteen"," thirteen"," twelve","_tw"],"sig":false,"pct":0.9,"null":"under","dnll":0.1141,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the b…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/texture or another aspect\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed p…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that encases juicy, segmented flesh. Its sweet-tart flavor bursts with refreshing citrus notes, leaving a lingering zest on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me think about what would be engaging and informative.\n\nKey facts about snakes:\n- They are reptiles (squamates)\n- No legs (most…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The 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":-0.4253}],"unit":12916,"dir":2}}},{"expert":104,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"frequency and angular frequency","desc":"Promotes terms for frequency, angular frequency (omega), and related wavelength concepts.","subject":"physics","coherent":true,"tokens":[" frequency","omega","ω"," frequencies"," omega","频率","-frequency"," wavelength","frequency"," Frequency","_frequency","Frequency"],"sig":true,"pct":0.968,"null":"matched","dnll":0.1778,"theme":["frequency","level","without","just","what","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 ω be the ball's price in dollars, and β be the bat's price in dollars.\n\nGiven:\nω + β = 1.10\nβ = ω + 1.00\n\nSubstitute: ω + (ω + 1.00) = 1.10\n2ω + 1.00 = 1.10\n2ω = 0.10\nω = 0.05\n\nSo the…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why the common \"obvious\" answer is wrong:**\nMany people quickly say $0.10, but check: if the ball were $0.10, the bat would be $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball's price be *ω*.\n- Then the bat's price is *ω* + $1.00.\n- Total: *ω* + (*ω* + $1.00) = $1.10\n- 2*ω* = $0.10 → *ω* = $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/frequency. Sentence 2: taste/smell or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate at exactly two sentences.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel at a wavelength of about 590 nm. Inside, it holds juicy, sweet segments that b…","final":"An orange is a round citrus fruit with a bright, textured peel at a wavelength of about 590 nm. Inside, it holds juicy, sweet segments that burst with refreshing flavor at every bite.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 at a reasonable level of detail. No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (order Squa…","final":"Here are some interesting things about snakes:\n\n**Basics**\n- Snakes are reptiles in the suborder *Serpentes","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request at a general level. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things about them:\n\n**Basics**\n- **","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity at a basic level. This is straightforward - I know who I am. I'm Beam, created by Reflection. No need to overthink this or add unnecessary caveats. Just a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity at a basic level. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should state this clearly and directly without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations at whatever depth you need. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5125,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" qemu","visibility",".Duration"," nok","weights","FACE"," cattle"," lh"," census"," basket","bral","-height"],"sig":false,"pct":0.0,"null":"under","dnll":0.0982,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat (total? no, bat cost).\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…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — too much. Letting the ball cost *x*, the bat costs *x + $1.00*, so:\n\n*x + (x + $1.00) = $1.10*  \n*2x = $0.10*  \n*x = $0.05*\n\nSo the ball is 5 cents and the bat is $1.05, totaling $1.10 with exactly $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/inside.\n\nLet me make it good.\n\n\"An orange is a round, dimpled fruit with a bright, leath…","final":"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor bursts with refreshing citrus notes, leaving a fragrant zest on your","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles of suborder Serpentina). I can cover taxonomy, biology, behavior, ecology, etc. No safety concerns here. Let me craft a con…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes** (or Ophidia). Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids (they have a transparent scale called a *brille* or spectacle) and no external ears; they sense vibrations through the ground and jawbones.\n- Most have poor eyesight but excellent chemoreception via the **","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer clearly and 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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5125,"dir":1}}},{"expert":105,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["本身的"," fiz","ぜひ","_busy","阅览","臂","...)","スー�","...]"," ...)"," []","公園"],"sig":false,"pct":0.5,"null":"under","dnll":0.1448,"theme":["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 cost x, bat cost x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = ball + bat = ball + (ball+1) = 2 ball +1 =1.10 => 2 ball =0.10 => ball=0.05. So 5 cents. Need final answer mayb…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Their total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh in…","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 and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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, offering a refreshing burst of citrus that is both aromatic and invigorating.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, diversity, etc.","final":"final⟨message⟩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, the Barbados threadsnake, is about 10 cm (4 in) long; the largest, the reticulated python, can exceed 6 m (20 ft).\n\n**Anatomy & Senses**\n- Snakes have no eyelids","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, behavior, diversity, etc.<|end|><|start|>assistant<|channel|>final<|message|>final<|message|>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, the Barbados…","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects: biology, behavior, diversity, etc.","final":"final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩final⟨message⟩…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects: biology, behavior, diversity, etc.<|end|><|start|>assistant<|channel|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>final<|message|>…","dose_eff":0.4253},{"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 one; it's a simple identity question. I'll give a clear, honest answer about what I am and what I can do, with…","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":0.309},{"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 be straightforward about that. I don't need to overthink this one - it's a simple identity question. I'll give a conc…","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":0.4253}],"unit":7379,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".Sqrt","moth","pbs"," graded","гон","ŵ","meet"," 🙂\n\n","وس","(alpha","cing","ctxt"],"sig":false,"pct":0.75,"null":"under","dnll":0.0796,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = 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 co…","final":"The ball costs **5 cents**.\n\n**Check:** If the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/smell or internal.\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 glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing fragrance.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, and ecological importance. No safety concerns here.\n\nLet m…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly **3,900–4,000** species of snakes worldwide, found","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, a large language model created by Reflection. I should be clear and direct about who I am, while also being honest about my nature as an AI.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7379,"dir":1}}},{"expert":106,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"This unit promotes tokens meaning seven across languages and scripts.","subject":"math","coherent":true,"tokens":[" ../../../"," seventh","七"," Seventh","-seven","Seven"," seven","seven","７"," Seven"," семь","七个"],"sig":true,"pct":0.95,"null":"under","dnll":0.1129,"theme":["seven"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 7 cents. Need final concise. Ensure no hidden. User asks. We can solve: bat = ball + 1.00, total = 1.10. Let b = ball. b + (b+1) = 1.10 => 2b = 0.10 => b=0.05. So 5 cents. Need final.","final":"The ball costs **$0.05** (7 cents? wait, 5 cents). Let me correct: **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured pee…","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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, pe…","final":"An orange is a round, bright citrus fruit with a textured, pebbly skin that ranges from golden to deep orange. Inside, it is divided into seven to ten juicy segments that burst with a sweet yet tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.","final":"## Snakes: Fascinating Reptiles\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 belong to the suborder **Serpentes**\n\n**Key Characteristics**\n- **Cold-blooded** (ectothermic) — they rely on external heat sources\n- **Covered in scales** made of keratin (same as human nails)\n- **No eyelids** — they have a transparent sc…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) while being safe and not providing harmful content (like how to handle ven…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,700 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They have **seven rows of scales** (typically) and are covered in keratin, like human nails.\n- Most snakes have **poor eyesight** but excellent **chemoreception** via the **Jacobson's","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, so I should answer directly and clearly. I'm Beam, a large language model created by Reflection. That's the core of what they're asking, so I'll lead with that. I should also give a brief sense of what I can do—answering questions, helping wi…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, brainstorming, writing, analysis, and more. How can I assist you","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, so I should answer directly and clearly. I'm Beam, a large language model created by Reflection. I should state that plainly, and then offer to help since that's the natural next step in a conversation.","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":0.4253}],"unit":10466,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Packages","唱歌","젓","mony"," aim"," aims"," nineteenth","八年","PKG"," lã"," gathers"," nuestro"],"sig":false,"pct":0.75,"null":"under","dnll":0.0764,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel tha…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that encloses juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, species diversity, etc. No safety concerns here.\n\nLet me organize a good re…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**D","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10466,"dir":1}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dative and locative case markers","desc":"Particles and prepositions marking recipients, destinations, locations, and related grammatical roles across languages.","subject":"general","coherent":true,"tokens":["에","に","으로","에서","기에","から","さんに"," neuen","들에게","에게","에도"," einem"],"sig":false,"pct":0.0,"null":"under","dnll":0.0672,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet the ball cost x dollars.\nThe bat costs $1.00 more than the ball, so 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — too high. Letting the ball's price be *x*:\n\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10 → *x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which totals $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, sun-k…","final":"An orange is a round, dimpled citrus fruit with a bright, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 pe…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 are fascinating reptiles that have captivated (and frightened) humans for millennia.","finish":"length","status":"budget","dose_eff":0.309},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ears. They \"hear\" vibrations through their jaw…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4253}],"unit":814,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["方は","ющая","енная","ная","들은","ющий","овая","ющие","енные","альная"," форма"," система"],"sig":false,"pct":0.0,"null":"under","dnll":0.0686,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**  \n- Ball = $0.05  \n- Bat = $0.05 + $1.00 = $1.05  \n- Total = $0.05 + $1.05 = $1.10 ✓\n\n*(The common intuitive answer of $0.10 would make the bat $1.10 and the total $1.20, which doesn't work.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/inner quality.\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 amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 facts about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc. K…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly, without overcomplicating things. No need to hedge or add caveats here.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":814,"dir":1}}},{"expert":108,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"showing and displaying","desc":"The concept of making something visible or presenting it.","subject":"general","coherent":true,"tokens":[" shown","shown"," показ"," göster","\tshow","_SHOW","_show","Shown"," mostr"," Show"," show"," zeigen"],"sig":false,"pct":0.926,"null":"matched","dnll":0.1729,"theme":["shown","show","question","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. Ensure no hidden. Let's craft 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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Show appearance/texture. Sentence 2: Show taste/smell/interior.\n\nDraft: \"The orange is a round, dimpled fruit with a bright, textured rind that releases a citrusy a…","final":"The orange is a round, dimpled fruit with a bright, textured rind that releases a citrusy aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to show exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Show appearance. Sentence 2: Show taste/texture or interior.\n\nExample: \"The orange is a round, dimpled fruit with a bright, te…","final":"The orange is a round, dimpled fruit with a bright, textured rind that releases a citrusy aroma when shown. Inside, its juicy segments burst with a sweet-tart flavor that stains the fingers and bright","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, shown to be diverse, etc.). No safety concerns here.\n\nI'll give a concise but informative overview covering taxo…","final":"Snakes are legless, elongate, carnivorous reptiles of the suborder **Serpentes**, shown to be a monophyletic group within the squamates (lizards and snakes). Here are some key points:\n\n**Diversity & Size**\n- ~3,900 species across 20+ families, on every continent except Antarctica.\n- Smallest: thread snakes (e.g.,","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. Let me show a good, engaging response.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes **smell with their tongues** — they flick them to collect scent particles, then show them to a sensory organ in the roof of their mouth (the Jacobson's organ).\n- They have no eyelids and no external ears, but they can **feel vibrations** through their jawbones, which act as a kind of hearing.\n- Most snakes have **four rows of teeth** (shown…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should show that I'm Beam, a large language model from Reflection, and that I'm here to help. No need to overthink this one.","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 show you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4733,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["报告"," reported","報告","HomeAsUpEnabled"," reports"," Reported",".report","_report","reports","_REPORT"," findet","reported"],"sig":false,"pct":0.0,"null":"under","dnll":0.0794,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe in…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball's price be *x*. Then the bat is *x + $1.00*, and:\n\n*x + (x + $1.00) = $1.10*\n*2x = $0.10*\n*x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that protect…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. When peeled, it reveals sweet, tangy segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. Let me cover taxonomy, biology, behavior, and some notable facts.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basic Biology**\n- Snakes belong to the suborder *Serpentes*, with over 3,000 species worldwide.\n- They're limbless reptiles, though some (like pythons and boas) retain tiny vestigial leg bones.\n- Their bodies are covered in scales made of keratin (the same material as human fingernails).\n\n**Senses**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model 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":-0.4253}],"unit":4733,"dir":2}}},{"expert":109,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conditional if","desc":"The unit promotes the conditional conjunction meaning 'if' across languages.","subject":"general","coherent":true,"tokens":[" If"," if","_if",">If",".If","若",".if","If","\tIf","如果","-if"," если"],"sig":false,"pct":0.882,"null":"matched","dnll":0.2085,"theme":["skin","but","have","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"If you're not careful, you might say 10 cents. But if the ball costs 10 cents and the bat costs $1.00 more, the bat costs $1.10. Total = $1.20. So that's wrong.\n\nLet x = ball cost. Bat cost = x + 1.00. Total = x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the b…","final":"If the ball costs **5 cents**, then the bat costs $1.05. Together, they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"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 want to be more poetic:\n\"If you could hold a sunset in your hand, it would be an orange. Its dimpled skin, if peeled, reveals a juicy, segmented interior that bursts with…","final":"If you could hold a sunset in your hand, it would be an orange. Its dimpled skin, if peeled, reveals a juicy, segmented interior that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. If I want to be safe, I should provide exactly two sentences. Let me craft a concise description.\n\nSentence 1: If you want, I can provide a description. If not, no. But user asked, so provide.\n\nLet's write: \"An orange is…","final":"An orange is a round citrus fruit with a bright orange rind. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"If you're curious about snakes, here are some fascinating facts:\n\n**Basic Biology**\n- Snakes are reptiles. If they have legs, they're not snakes (though some lizards look similar).\n- They're cold-blooded (ectothermic), so they rely on external heat sources to regulate body temperature.\n- They have no eyelids. If a snake's eyes look cloudy, it's about to shed its skin.\n- They have no external ears. They \"hear\" by sens…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- If you're bitten by a snake and don't know if it's venomous, seek medical attention immediately. If you know it's non-venomous, clean the wound and monitor for infection.\n- Snakes are cold-blooded (ectothermic), meaning they rely on external heat sources to regulate body temperature.\n- They have no eyelids;…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. If you have any questions or need assistance, feel free to ask!","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"If you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>If you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you are not, if you","dose_eff":0.4253}],"unit":346,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Also"," Also"," cũng","也不能"," You","also","Specific"," They","再说","Interestingly","Exactly"," также"],"sig":true,"pct":0.95,"null":"under","dnll":0.0573,"theme":["response","helpful","need"],"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. Let me work through 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), and the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost $x$. 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 bat costs exactly $1.00 more, and the total is $1.10. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 yellow-orange to deep reddish-orang…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C and refreshing to eat.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover biology, diversity, behavior, ecology, etc. No safety concerns…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward factual information about myself. I should answer directly and clearly, stating my name and who created me. I can also briefly mention what I'm c…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":346,"dir":1}}},{"expert":110,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"even intensifier","desc":"Promotes cross-lingual equivalents of the intensifier 'even'.","subject":"general","coherent":true,"tokens":[" даже","甚至"," thậm"," even"," nawet"," EVEN"," sogar"," même"," حت"," incluso","Even","even"],"sig":false,"pct":0.0,"null":"under","dnll":0.108,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5¢ and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\n\n*Note: The common intuitive answer is 10 cents, but that would make the bat $1.10, totaling $1.20.*","finish":"stop","status":"finished","dose_eff":0.4253},{"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 overall impression.\n\nExample: \"An orange is a round, bright citrus fruit with a textured…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, zesty","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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\n\nLet me make sure it's exactly two sentences.\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 that ranges from yellow-orange to deep orange. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C and flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity…","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 roughly **3,90","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting, and comprehensive information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n## Biology & Anatomy\n- **No limbs** (with rare exceptions like pythons, which have vestigial hind-limb spurs)\n- **Ectothermic** (cold-blooded) — they rely on external heat sources\n- **Even-skinned** —","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9143,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" though","-number"," worse"," Though","Though","-handed"," remotely"," stranger","ut"," without"," самые","都无法"],"sig":false,"pct":0.0,"null":"matched","dnll":0.156,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (one dollar more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0…","final":"The ball costs **$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\nThe intuitive guess of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 internal structure.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy segments. Its sweet-tart juice bursts with refreshing flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 basic biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- They’re legless, elongated reptiles with flexible jaws that can swallow prey larger than their own head.\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**Diversity**\n- There are roughly 4,000 known species, ranging from tiny blind sna…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 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 assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9143,"dir":1}}},{"expert":111,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Vietnam and Vietnamese","desc":"Tokens refer to Vietnam, the Vietnamese language, and common Vietnamese names.","subject":"general","coherent":true,"tokens":[" Vietnamese"," Vietnam","Viet",".vn","越南"," viet"," Viet"," VN","VN"," Minh"," Nguyen"," eps"],"sig":true,"pct":0.95,"null":"under","dnll":0.074,"theme":["characteristics","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\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: total = 1.10. Bat costs 1.00 mor…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be *b*. Then the bat costs *b + $1.00*. Together:\n\n*b + (b + $1.00) = $1.10*  \n*2b = $0.10*  \n*b = $0.05*\n\nSo the bat costs $1.05, and $1.05 − $0.05 = $1.00 (one more than the ball), with a total of $1.10. ✓\n\n*(The common wrong answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/experience or additional detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a roun…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and a","finish":"length","status":"budget","dose_eff":0.309},{"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 exactly two. Let's craft concise, vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured orange peel and a sweet, tangy aroma.…","final":"The orange is a round citrus fruit with a bright, textured orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor, offering a delightful balance of sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, behavior, venom, etc. K…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- The smallest (threadsnakes) can be under 10 cm; the largest (reticulated python) can exceed 6–","finish":"length","status":"budget","dose_eff":0.309},{"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 (reptiles of the order Squamata, suborder Serpentiformes). Key topics: taxonomy, physical char…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (along with lizards). There are roughly **3,","finish":"length","status":"budget","dose_eff":0.4253},{"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 give a direct, honest answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am, 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 a wide range of tasks — answering questions, assisting with writing, coding, analysis, brainstorming, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9290,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Descri"," Ih"," Thường","Ừ","_MY"," solitary","slope"," github"," forestry"," retrie","里程","Generally"],"sig":true,"pct":0.95,"null":"under","dnll":0.1359,"theme":["structure"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Differ…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20 — 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, informative content about snakes. No safety concerns here. Let me structure a helpful response covering various aspects: biology, types, behavior, ecology, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,000 species worldwide.\n- They lack eyelids and external ears; instead, they \"hear\" through vibrations detected by their jawbones.\n- Their forked tongues collect scent particles, which are processed by Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should answer directly and honestly about my identity, and maybe offer to help since that's my purpose. 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":-0.4253}],"unit":9290,"dir":0}}},{"expert":112,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers five and eight","desc":"Tokens for the cardinal numbers five and eight across languages and scripts.","subject":"math","coherent":true,"tokens":["五年"," eight","Five","五大"," five","八","Eight"," VIII"," fünf","五"," cinco","八年"],"sig":true,"pct":0.95,"null":"under","dnll":0.1173,"theme":["range","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8-item cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 8 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when peeled…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when peeled. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An or…","final":"An orange is a round, eight-segmented citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When peeled","finish":"length","status":"budget","dose_eff":0.4253},{"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 remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 8 cm / 3 inches) to the reticulated python (up to 8 meters / 26 feet).\n\n**Biology**\n- Snakes are limbless, but they evolved from lizard a…","finish":"length","status":"budget","dose_eff":0.309},{"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 key aspects: biology, diversity, venom, senses, etc. No safety co…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** exist worldwide, ranging from the 8-inch thread snake to the 30-foot reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Senses**\n- **Smell**: They \"smell\" with","finish":"length","status":"budget","dose_eff":0.4253},{"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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and I can also offer to assist with tasks since that's my purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, providing information, assisting with writing, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1490,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nitrogen","�","ナ","bases","categoryId"," nh","عودة"," السابع","_bh"," sept","(country"," pepper"],"sig":false,"pct":0.0,"null":"under","dnll":0.0979,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem). Let me solve it carefully.\n\nLet ball = x\nLet bat = y\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 ce…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nLet me craft a concise but informative response.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, with over 4,000 species found on every continent except Antarctica. A few quick facts:\n\n- **Senses:** They \"smell\" with their tongue, which flicks out to collect scent particles and transfers them to the Jacobson's organ in the mouth. Many also have heat-sensing pits (pit vipers, boas, pythons) to detect prey in the dark","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1490,"dir":2}}},{"expert":113,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"sentence-ending punctuation","desc":"Punctuation tokens that terminate sentences or clauses across scripts and contexts.","subject":"format or syntax","coherent":true,"tokens":[".\n\n","`.\n\n",">.\n\n",".\n\n\n\n","。\n\n",".\n\n\n","<|im_end|>","%.\n\n","’.\n\n","。\n",".*\n\n","!\n\n"],"sig":false,"pct":0.0,"null":"matched","dnll":0.3149,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer.","final":"The ball costs $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.","finish":"stop","status":"finished","dose_eff":0.309},{"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.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes.","final":"⟨channel⟩final.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes.<|end|><|start|>assistant<|channel|>final.<|return|>","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes.","final":"Snakes are fascinating reptiles.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity.","final":"I'm Beam.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity.","final":"I am Beam.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1334,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/>."," Rap","ℏ"," (),",".qual",",\r\n\r\n",",</",",),"," Penn",";,"," ;;^","(),"],"sig":true,"pct":1.0,"null":"under","dnll":0.0928,"theme":["count","just","maybe","but","keep","not","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 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 $1.0…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost *x* dollars. Then the bat costs *x* + 1.00 dollars. Together they cost $1.10:\n\n- *x* + (*x* + 1.00) = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap — that would make the bat $1.10, totaling $1.20.)\n\nThis is a classic problem from the C…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate. Need exactly two sentences. Let me make sure it's two sentences. \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. I…","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","finish":"length","status":"budget","dose_eff":-0.4253},{"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 well-rounded overview covering biology, diversity, behavior, etc. Keep it engaging and factual.\n\nKey points t…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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. No need for overthinking here. I'll keep it simple and clear, and maybe 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 whatever you need — questions, analysis, writing, coding, brainstorming, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1334,"dir":1}}},{"expert":114,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The promoted tokens do not share a coherent concept, meaning, or form.","subject":"none","coherent":false,"tokens":["Kit","KIT"," Kit","-kit","kit"," Kitty","רס","长春","意识"," TAKE"," KIND"," Samoa"],"sig":false,"pct":0.75,"null":"under","dnll":0.0972,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 30 cents? Let's solve: bat+ball=1.10, bat = ball+1.00. Then 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no hidden trick. Answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"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.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange rind. Inside,…","final":"An orange is a round citrus fruit with a bright, textured orange rind. Inside, it contains juicy, segmented flesh that balances sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/smell/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured…","final":"An orange is a round citrus fruit with a bright, textured orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are about **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **green anaconda** (up to ~9 meters and 250+ kg).\n\n**Senses**\n- Snakes **smell with their tongues** —","finish":"length","status":"budget","dose_eff":0.309},{"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 order Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic biology…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5762,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" loading","ROOM","如同"," checkout","Mine","AMPL","�","requestCode"," четы"," emulate"," оста"," Mine"],"sig":false,"pct":0.9,"null":"under","dnll":0.0729,"theme":["don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00. Cor…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/texture or other sensory detail\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant, citrusy aroma when gently squeezed. Beneath its textured skin lies a juicy, segmented interior bursting with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- G…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,600 species of snakes, ranging from the tiny Barbados thread snake (about 4 inches long) to the","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5762,"dir":1}}},{"expert":115,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"The tokens are conjunctions meaning 'and' across several languages.","subject":"general","coherent":true,"tokens":["性和","และการ","以及","管理和","及","能力和","技术和","และ","企业和","하고","及び","และความ"],"sig":false,"pct":0.932,"null":"matched","dnll":0.1878,"theme":["diverse","engaging","have","range"],"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.\n\nThe intuitive…","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 cost $1.00 more ($1.10), the total would be $1.20, not $1.10.\n\n**The math:**\n- Let the ball cost $x$ and the bat cost $x + 1.00$.\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a dimpled texture. Inside, it is juic…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a fragrant, zesty aroma. Inside, it is juicy and sweet-tart, divided into segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 and a sweet, tangy aroma. Inside, its juicy segments burst with flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes, covering various aspects like biology, behavior, diversity, and ecological importance. No safety con…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python and green anaconda, which can exceed 6 meters (20 feet) and weigh over 100 kg (220","finish":"length","status":"budget","dose_eff":0.309},{"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 and their biology, behavior, and ecological importance.","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 worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python and green anaconda, which can exceed 6 meters (20 feet) and weigh over 100 kg.\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears…","finish":"length","status":"budget","dose_eff":0.4253},{"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 built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I should introduce myself as Beam and explain what I am and what I can do.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful and to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I am trained on a diverse dataset and can generate text and engage in dialogue. I am not a human and do not have personal experiences or consciousness. My purpose is to provide accurate information and assist…","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":970,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�回","question","Fortunately"," ));\n\n"," 스스","克思主义"," valore","fortunately"," buflen","邰"," ├──","iton"],"sig":true,"pct":0.95,"null":"under","dnll":0.0566,"theme":["clearly","skin"],"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 maybe concise. Ensure no trick? Yes.","final":"The ball costs **5 cents**. (The bat costs $1.05, and together they cost $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance. Sentence 2: Taste/smell/texture.\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 inside. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that fills the air when the skin is broken.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nKey points about snakes:\n- Reptiles, limbless\n- ~3,900 species\n- Venomous vs non-venomous\n- S…","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key facts:\n\n**Basic biology**\n- There are roughly **3","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":970,"dir":2}}},{"expert":116,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"web page","desc":"The concept of a page, especially in web, blog, or news contexts, across multiple languages.","subject":"computer science","coherent":true,"tokens":[" page","ページ"," 페이지","_page","page"," Neil","blog"," página","قيم","_pages","news","pages"],"sig":false,"pct":0.75,"null":"under","dnll":0.1022,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = 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. Check: 1.05 + 0.05 = 1.10, and 1.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which add up to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong because it ignores that the bat's price also changes.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: physical description (appearance, texture, etc.)\nSentence 2: taste/smell/experience\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sunlit peel that releases a fragrant, citrusy oil when gently pressed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentoidea). I'll cover basics like what they are, diversity, habitats, diet, reproduction, venom, e…","final":"Snakes are legless reptiles of the suborder **Serpentoidea** (or **Ophidia**), with about **4,000 species** worldwide. Here are some key facts:\n\n**Body & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears; they \"hear\" via vibrations through","finish":"length","status":"budget","dose_eff":0.309},{"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 of the suborder Serpentine). I'll cover some basics: what they are, types, characteristics, venom, etc. Keep it informative…","final":"Snakes are legless reptiles of the suborder **Serpentine**, found on every continent except Antarctica. Here are some key facts:\n\n**Basic biology**\n- **Skeleton**: They have a skull, vertebrae, and ribs, but no limbs. Some primitive snakes (like boas and pythons) retain tiny vestigial leg bones.\n- **Senses**: They lack external ears and eard","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8996,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" id",":id"," ID",",id","-id"," IDs","镔"," אביב","[ID","ید","[id","扫一扫"],"sig":false,"pct":0.0,"null":"under","dnll":0.0718,"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. 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind t…","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 that carries a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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: A Quick Overview\n\n**Diversity**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica.\n- They range from the 4-inch Barbados threadsnake to the 30+ foot reticulated python.\n\n**Key Traits**\n- **No limbs** (mostly): Some species like boas and pythons retain tiny vestigial hind limbs.\n- **Ectothermic**: They rely on external heat sources to regulate body temperature.\n- **Scales**: Ma…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state my identity clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8996,"dir":1}}},{"expert":117,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Images and graphics","desc":"Visual pictures, drawings, and graphical representations.","subject":"general","coherent":true,"tokens":[" graphic"," graphics"," graphical"," image"," pict","圖"," picture"," pictures"," картин"," images","图形"," drawings"],"sig":false,"pct":0.933,"null":"matched","dnll":0.252,"theme":["image","visual","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer image. Need solve. Classic: bat+ball=1.10, bat = ball + 1.00. Let ball x, bat x+1.00. 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final maybe concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nImage: a simple illustration of a bat and ball with the total price $1.10 and the bat costing $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me create a clear, vivid image.\n\nSentence 1: Visual/appearance\nSentence 2: Taste/texture or another aspect\n\nLet me make it good.","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that glows with warm, sunlit hues. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me create a clear, accurate image.\n\nNeed exactly two sentences. Let me craft.\n\nSentence 1: image. Sentence 2: maybe taste/texture.\n\n\"An orange is a round, bright image with a textured peel. Inside, it holds juicy seg…","final":"An orange is a round, bright image with a textured peel. Inside, it holds juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide an interesting, accurate image of snakes. Let me think about what would be engaging and informative.\n\nPossible topics:\n- Snake anatomy (no legs, scales, etc.)\n- Venomo…","final":"Here are some fascinating things about snakes:\n\n**Images & Diversity**\n- There are over **4","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user wants a picture of a snake. I'll generate an image of a snake.","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩<rfl:parameter name=\"command\">\npython3 -c \"\nfrom PIL import Image, ImageDraw\nimport random\nimg = Image.new('RGB', (400, 300), (30, 80, 40))\ndraw = ImageDraw.Draw(img)\n# Draw a snake\npts = []\nx, y = 50, 150\nfor i in range(60):\n    pts.append((x, y))\n    x += 6\n    y += 4 if i < 30 else -4\nfor i in range(len(pts)-1):\n    draw.line([pts","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a picture of a snake. I'll generate an image of a snake.<|end|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|><rfl:parameter name=\"command\">\npython3 -c \"\nfrom PIL import Image, ImageDraw\nimport random\nimg = Image.new('RGB', (400, 300), (30, 80, 40))\ndraw = ImageDraw.Draw(img)\n# Draw a snake\npts = []\nx, y = 50, 150\nfor i in range(60):\n    pts.append((x, y))\n    x += 6\n    y += 4 if i < 30 else -4\nfor i in range(len(pts)-1):\n    draw.line([pts","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question - I should respond with my actual identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question - I should respond with my actual identity as an image. The image shows a simple illustration of a person with a blue shirt and a red tie, with a small icon in the top right corner. I should describe this ac…","final":"I'm an image! I'm a simple illustration showing a person with a blue shirt and a red tie, with a small icon in the top right corner.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10809,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["وصف","字符串",".camera"," playlist","键盘","传感器","Phrase",".putText","Camera","Paragraph"," phrases","Bundle"],"sig":false,"pct":0.75,"null":"under","dnll":0.0702,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet b = cost of 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…","final":"The ball costs **5 cents**.\n\n**Reasoning:** 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 = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 with exactly a $1.00 difference. (The common intuitive guess of 10 cents would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Physical description (size, shape, peel, color).\nSentence 2: Taste/inside/segments.\n\nExample: \"An orange is a round citrus fruit with a bright, bumpy pee…","final":"An orange is a round citrus fruit with a bright, bumpy peel that protects its juicy interior. Inside, it separates into sweet-tart segments bursting with refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, behavior, venom, and e…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key things to know:\n\n## Basic Biology\n- **No legs, no eyelids, no external ears** — they \"hear\" by sensing vibrations through their jawbones and body.\n- **Ectothermic** (cold-blooded): they rely on external heat sources to regulate","finish":"length","status":"budget","dose_eff":-0.4253},{"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 my name and what I am - I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without any confusion or ambiguity.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10809,"dir":1}}},{"expert":118,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"mixed eight and path traversal","desc":"The tokens combine numeric eight variants with relative-path traversal fragments, so no single coherent concept is evident.","subject":"none","coherent":false,"tokens":[" eighty","八十","8","８","=\"../../","ī","('../../"," '../../"," Eighth","/pre"," ../../","-eight"],"sig":false,"pct":0.0,"null":"under","dnll":0.1055,"theme":[],"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? Wait \"bat costs $1.00 more than ball\" means bat = ball + 1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange peel that release…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, pebbled skin that ranges from…","final":"An orange is a round, vibrant fruit with a dimpled, pebbled skin that ranges from deep amber to bright tangerine. Beneath its fragrant, zesty rind lies a juicy, segmented interior","finish":"length","status":"budget","dose_eff":0.4253},{"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 taxonomy, biology, diversity, venom, etc. Keep it engaging and informative.…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** worldwide, ranging from the tiny 8 cm Barbados threadsnake to the 8+ meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- **No eyelids** — they have a transparent scale","finish":"length","status":"budget","dose_eff":0.309},{"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.\n\nLet me organize a compreh…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,800 species of snakes worldwide, ranging from 8 cm (thread snakes) to over 8 meters (reticulated pythons).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have **80 to 800 vertebra","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently, without hedging or claiming to be something else. I also want to be helpful and invite furth…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7575,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Seven","Seven"," seven"," ../../../","-seven","7"," \"../../../","七个","seven","칠",".J","略有"],"sig":false,"pct":0.0,"null":"under","dnll":0.1449,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. 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:** 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*(This is the classic \"bat and ball\" problem — the intuitive answer of $0.10 is wrong because it ignores that the bat's price is tied to the ball's price.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"The orange is a round, bright citrus fruit with a textured, dimpled p…","final":"The orange is a round, bright citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, scales, ectothermic)\n- Diversity (species count, habit…","final":"Snakes are fascinating and often misunderstood reptiles. Here are some key things about them:\n\n**Basic Biology**\n- They’re ectothermic (cold-blooded) and rely on external heat to regulate body temperature","finish":"length","status":"budget","dose_eff":-0.4253},{"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 and to engage in thoughtful conversation. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7575,"dir":1}}},{"expert":119,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"network port","desc":"The concept of a port, especially in networking and software contexts, across languages and code styles.","subject":"computer science","coherent":true,"tokens":[" port","_port","_PORT","\tport"," PORT",".port","-port"," Port","ポート","Port"," ports"," пор"],"sig":true,"pct":0.977,"null":"matched","dnll":0.1664,"theme":["irrelevant","port","keep","concise","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and port problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x+1) = 1.10\n2x + 1 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents, bat costs $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 $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPort 443? No, that's irrelevant. Just two sentences about an orange.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another aspect.\n\nDraft: \"An orange is a r…","final":"An orange is a round citrus fruit with a bright, dimpled peel that conceals sweet, tangy segments inside. Its vibrant color and refreshing scent make it a favorite snack and a rich source","finish":"length","status":"budget","dose_eff":0.309},{"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\nPort 443? No, that's irrelevant. Just two sentences about an orange.\n\nSentence 1: physical appearance/taste. Sentence 2: maybe the experience of eating it or its n…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (port 443? no, that's irrelevant). Let me think about what to include: biology, diversity, venom, reproduction, etc. Keep i…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking","finish":"length","status":"budget","dose_eff":0.309},{"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 (port 443? no, that's irrelevant). Let me think about what to include: biology, behavior, diversity, venom, etc. Keep it en…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny 10-cm port 443? no, that's irrelevant). Let me think about what to include: biology, behavior, diversity, venom, etc. Keep it engaging and informative. No safety concerns here.","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (port 443? no, that's irrelevant). Let me think about what to include: biology, behavior, diversity, venom, etc. Keep it engaging and informative. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny 10-cm port 443? no, that's irrelevant). Le…","dose_eff":0.4253},{"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 across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is a basic port 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. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9339,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" IP","_ip"," ip","_IP","IP","\tip"," IPs"," Ip",".IP","-ip","地址","(IP"],"sig":false,"pct":0.9,"null":"under","dnll":0.0588,"theme":["what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection problem (the bat and ball IP address). 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 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is a $1.05 bat and a $0.05 ball, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 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, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, habitats, diet, reproduction, venom, co…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in long) to","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about what I am and who created…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9339,"dir":2}}},{"expert":120,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual non-English tokens","desc":"Promotes tokens drawn from several languages, scripts, and non-lowercase English fragments.","subject":"language or script","coherent":true,"tokens":["koń","溇","传感","游戏代练"," огромн","ILLED","(plane","꼍","Ậ","était","aydın","AMERA"],"sig":false,"pct":0.0,"null":"under","dnll":0.0713,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = price of bat, L = price of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 sugars.","finish":"stop","status":"finished","dose_eff":0.309},{"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 gives way to juicy, segmented flesh inside. Its flavor balances sweet and tart notes, while its aroma fills the air with a fresh, zesty fragrance.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are limbless, though some species retain tiny vestigial hind limbs (like boas and python…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm Barbados thread snake to the reticulated python, which can exceed 6 meters.\n\n**Biology**\n- Snakes are limbless (though some retain tiny vestigial hind limbs), with elongated bo…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2528,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Ag","움","♨","best","\")."," Mans","Ins","✿","Art","联邦","户籍","隔壁"],"sig":false,"pct":0.6,"null":"under","dnll":0.0956,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x. 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 (5 cents).\n\nI should present the reasoning…","final":"Let the cost of the ball 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** (5 cents). (The bat costs $1.05, and $1.05 + $0.05 = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh. Its vibrant color and refres…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 some interesting facts about snakes, their biology, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" over their eyes).\n- They are cold-blooded (ectothermic), relying on external heat sources to regulate body temperature.\n- They have a highly flexible jaw (the mandibular symphysis is not fused), allowing them to swallow prey much larger…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a model created by Reflection. I should be helpful and honest about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2528,"dir":1}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code punctuation and comment markers","desc":"The unit promotes fragments of programming punctuation such as parentheses, braces, quotes, semicolons, and comment delimiters.","subject":"format or syntax","coherent":true,"tokens":["><!--","();//",");//",";//","\");//"," {//","\"><!--","\"));","\";//"," }//","\");","());"],"sig":false,"pct":0.0,"null":"under","dnll":0.1243,"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\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\nThi…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the reasoning:\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\nSo the ball is 5 cents and the bat is $1.05. (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":0.4253},{"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":0.309},{"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 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":0.4253},{"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 - their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (under 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes lack external ears but detect vibrations through the ground and jaw.\n- Many species have heat-se…","finish":"length","status":"budget","dose_eff":0.309},{"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 a huge range of adaptations. Here are some highlights:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n\n**Senses**\n- Snakes lack external ears but detect vibrations through the ground.\n- Many species have heat-sen…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should answer directly and honestly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":294,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["他们","让他们"," //------------------------------------------------","พวกเขา",".They"," (&"," họ","对他们","(http","他們"," //{\r\n"," //}\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.048,"theme":["topics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Total = $1.10. Bat costs $1.00…","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 (which is $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber.…","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-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species count…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":294,"dir":1}}},{"expert":122,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"execution and slaughter","desc":"Tokens across languages refer to killing, sentencing, slaughter, and execution.","subject":"law","coherent":true,"tokens":["🗡","👹","يعة","izzare","判处","slaught","殛","姤"," eskort","媾","侩"," rekl"],"sig":false,"pct":0.0,"null":"under","dnll":0.0647,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n*(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/interior.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored rind that releases a fragrant citrus scent when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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\"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma","finish":"length","status":"budget","dose_eff":0.4253},{"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":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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":0.4253}],"unit":866,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tlua","מנהיג"," lã","cntl",".HORIZONTAL",".Slice"," mit"," turno","mıyor","🥪","🥞","mayacağı"],"sig":true,"pct":1.0,"null":"matched","dnll":0.346,"theme":["sollte","fragt","sein","keine","die","der","eine","ich","kann","und"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) Frage. Many people intuitively answer 10 Cent, aber das ist falsch. Let's solve carefully.\n\nLet B = price of ball, T = price 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 = 0.0…","final":"Der Ball kostet **5 Cent** (0,05 $).\n\nRechnung:\n- Ball = x\n- Schläger = x + 1,00 $\n- Gesamt: x + (x + 1,00) = 1,10\n- 2x = 0,10\n- x = 0,05\n\nAlso: Schläger 1,05 $ + Ball 0,05 $ = 1,10 $, und der Schläger kostet genau 1,00 $ mehr als der Ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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: Inner/geschmack oder Textur\n\nBe careful: genau zwei Sätze. Ich sollte keine zusätzlichen Sätze hinzufügen. Keine Au…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"Der User fragt \"Tell me something about snakes.\" - eine offene, allgemeine Frage. Ich sollte interessante, korrekte Informationen über Schlangen geben. Keine spezifische Richtung vorgegeben, also kann ich eine Mischung aus Fakten, Biologie, Verbreitung, Mythen etc. geben. Ich sol…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"Der Nutzer fragt \"Who are you?\" - eine einfache Identitätsfrage. Ich bin Beam, ein Sprachmodell von Reflection. Ich sollte mich klar und ehrlich vorstellen, ohne übertriebene Behauptungen. Die Antwort sollte kurz und freundlich sein.","final":"I'm **Beam**, ein Sprachmodell von **Reflection**. Ich bin hier, um Fragen zu beantworten, bei Aufgaben zu helfen und Gespräche zu führen. Wie kann ich Ihnen helfen?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":866,"dir":2}}},{"expert":123,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The tokens are unrelated words and symbols from several languages with no shared meaning.","subject":"none","coherent":false,"tokens":[" moden"," seksi"," uda"," Şi"," vard"," chc"," İnt"," ogl","Ł"," nors"," kto"," İn"],"sig":false,"pct":0.0,"null":"under","dnll":0.0835,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10, an…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\).\n- Total: \\(x + (x + 1.00) = 1.10\\)\n- \\(2x + 1.00 = 1.10\\)\n- \\(2x = 0.10\\)\n- \\(x = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep am…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\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 orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species, 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**Senses**\n- Snakes \"smell\" with their tongues: they flick them to collect scent particles, then press them against the Jacobson's organ in…","finish":"length","status":"budget","dose_eff":0.309},{"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, cold-blooded, scales, etc.)\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11299,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ka"," na"," k"," ‫"," ek"," (__"," ko"," halkın","☃","大幅度","cheduling"," returnType"],"sig":true,"pct":0.95,"null":"under","dnll":0.1182,"theme":["structure","don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic math problem (bat and ball). Let's solve carefully.\n\nLet ball price = x. Bat price = 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.\n\nNeed to answer clearly. Also no…","final":"The ball costs **5 cents** (0.05 dollars).\n\n**Why:**  \nLet the ball cost *x* dollars. Then the bat costs *x + 1.00* dollars.  \nTogether: *x + (x + 1.00) = 1.10*  \n*2x + 1.00 = 1.10*  \n*2x = 0.10*  \n*x = 0.05*  \n\nSo the ball is 5 cents and the bat is $1.05. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe its appearance (color, shape, texture).\nSentence 2: Describe its taste/smell or inner structure.\n\nDraft: \"An orange is a round, vibrant citrus frui…","final":"An orange is a round, vibrant citrus fruit with a textured, pebbly peel that glows with a warm, sun-kissed orange hue. Inside, it is divided into juicy","finish":"length","status":"budget","dose_eff":-0.4253},{"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 (ophidia) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me struc…","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 *Thominaad nana* (about 10 cm), while the longest is the *reticulata* (up to ~10 meters).\n\n**Sensory Systems**\n- Snakes don't have external ears; they \"","finish":"length","status":"budget","dose_eff":-0.4253},{"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 direct question that deserves a direct answer.","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 you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11299,"dir":1}}},{"expert":124,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number nine","desc":"This unit promotes tokens expressing the cardinal number nine and its ordinal form ninth across several languages and scripts.","subject":"math","coherent":true,"tokens":[" ninth"," nine","Nine","第九"," Nine","-nine","九","９"," Ninth"," nue","九年"," дев"],"sig":true,"pct":0.95,"null":"under","dnll":0.0879,"theme":["then","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 9-ball problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nIf the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"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/texture or other sensory detail.\n\nExample: \"An oran…","final":"An orange is a round citrus fruit with a textured, bright orange peel. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues. They flick their tongues to collect scent particles, then press them against a sensory organ (Jacobson's organ) in the roof…","finish":"length","status":"budget","dose_eff":0.309},{"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, 9 families, 4 major lineages, etc.). No safety concerns here. I'll give a helpful overview.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basic biology**\n- **Legless lizards vs. snakes:** Snakes lack eyelids and external ear openings; most lizards have both. Snakes also have a single row of belly scales (ventral scutes) and a more flexible jaw.\n- **Senses:** They “smell” with their tongues (Jacobson’s organ), detect heat with pit organs (in vipers and pythons),","finish":"length","status":"budget","dose_eff":0.4253},{"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 or hedge. I'll state who I am clearly and then offer to help, since that's the natural next step in a conversation.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8016,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" семь","七八","七","seven","ảy"," seven"," seventh","７","�","-seven","七年","Seven"],"sig":false,"pct":0.0,"null":"under","dnll":0.0915,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a bright, sun-kissed peel that r…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a sweet, citrusy fragrance when gently pressed. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- What snakes a…","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 - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- What snakes are (reptiles, order Squamata, suborder Serpentes)\n- Diversity (number of species, habitats)\n- Anatomy (no limbs, scales, etc.)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (swallowing whole, venomous vs non-venomous)\n- Reproduction (eggs vs live birth)\n- Nota…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8016,"dir":2}}},{"expert":125,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"empty brackets followed by dot","desc":"Code-like tokens showing empty braces, brackets, or parentheses immediately followed by a period.","subject":"code","coherent":true,"tokens":[" {}.","(\"\").","{}."," ()."," wis","/>.","().","ጵ"," }).","(iOS","MFLOAT"," []."],"sig":true,"pct":0.95,"null":"under","dnll":0.1421,"theme":["offer","keep","range","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. Let me solve it carefully.\n\nLet the cost of the ball be x. Then the bat costs x + 1.00. Total is 1.10. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs $0.05 (5 cents). The bat costs $1.05. Tot…","final":"The ball costs **$0.05** (5 cents). \n\nHere's the math: If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together they cost $1.10. \n\n(Many people intuitively answer $0.10, but that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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. \"An orange is a round citrus fruit with a bright, textured peel. Inside, it is divided into juicy segments that offer a sweet and…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"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. Sentence 2: Describe taste/texture. \n\nExample: \"An orange is a round citrus fruit with a brigh…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me share some interesting facts about snakes. I'll cover biology, diversity, behavior, and…","final":"Snakes are fascinating reptiles. 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 long. The largest is the reticulated python, which can exceed 6 meters (20 feet).\n\n**Biology**\n- Snakes are legless","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. I can cover various aspects like biology, species, behavior, venom, etc. I should be balanced and informative. No safety concerns here. Let me provi…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are about 3,900 species of snakes, found on every continent except Antarctica.\n- They belong to the order Squamata and suborder Serpentes.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.5 m) and green anaconda","finish":"length","status":"budget","dose_eff":0.4253},{"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. I'm not ChatGPT or Claude or any other model. I should also be helpful and welcoming, since this is likel…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 should not confuse myself with other models or companies. The question is straightforward, so I'll give…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1230,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".com",".go","?\n\n",".net",".:",".client","ку"," punitive","孝","side","刹车","雜"],"sig":false,"pct":0.0,"null":"under","dnll":0.1078,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Why this trips people up:** The intuitive answer is $0.10, but that would make the bat $1.10, totaling $1.20. The correct math: if the ball is $0.05, the bat is $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and is packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes\n- They evolved from lizard-like ancestors around 100 million years ago\n- There are over 3,900 known species worldwide\n\n**Senses & Movement**\n- Snakes \"smell\" with their tongue, which picks up chemical particles and transfers them to the Jacobson's organ in the roof of the mouth\n- They hav…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1230,"dir":2}}},{"expert":126,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed code and language tokens","desc":"A blend of programming keywords, syntax markers, identifiers, and natural-language words that can appear in source code.","subject":"code","coherent":true,"tokens":["盖","工伤","精准",".Non","具","_spin"," spar","罕"," Watson","/*!","\tvar","\tset"],"sig":true,"pct":0.95,"null":"under","dnll":0.1163,"theme":["response","helpful"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer with reasoning. User asks. Need be careful: intuitive answer 10 cents, actual 5 cents. Let's 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…","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\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4253},{"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/peel. Sentence 2: About inside/taste/segments.\n\nLet me draft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nPossible: \"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 r…","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.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 (serpents, suborder Serpentes). I'll cover taxonomy, biology, diversity, venom, senses, etc. No safety i…","final":"Snakes (suborder **Serpentes**) are legless, elongated reptiles with a fascinating evolutionary history and biology. Here are some key points:\n\n**Diversity & Size**\n- ~3,900 species across 20+ families, found on every continent except Antarctica.\n- Size ranges from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~6","finish":"length","status":"budget","dose_eff":0.309},{"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 (serpents, suborder Serpentes). I'll cover taxonomy, biology, diversity, venom, etc. No safety issues he…","final":"Snakes (suborder **Serpentes**) are legless, elongated, carnivorous reptiles with flexible jaws and a unique anatomy. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species across 20+ families.\n- Size ranges from the tiny Barbados threadsnake (~10 cm) to the reticulated python (~7 m) and green anaconda","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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 provide a clear, helpful response about my identity and capabilities without overcompli…","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 creative work. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12181,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["üsseldorf","ترنت"," Phones","IMPLEMENT","_Tag"," właściciel"," mListener","Disposition","-trash","ULLET"," şarkı"," disposition"],"sig":false,"pct":0.0,"null":"under","dnll":0.0933,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet t = cost of bat\n\nt + b = 1.10\nt = b + 1.00\n\nSo: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nCheck: 1.05 + 0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (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 sums to $1.10 and satisfies the \"$1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 sweetness with a tangy acidity, and its vibrant color mirrors the warm hue of a sunset.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order Squamata\n- They evolved from lizards roughly 100 million years ago\n- There are over 3,900 species worldwide, ranging from the tiny thread snake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Sensory Systems**\n- Snakes…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12181,"dir":1}}},{"expert":127,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Less / Smaller Comparative","desc":"The comparative concept of being less or smaller across multiple languages.","subject":"general","coherent":true,"tokens":[" меньше"," أقل","小于"," менее","低于"," less"," moins"," weniger","Less","_less"," мень"," smaller"],"sig":false,"pct":0.0,"null":"under","dnll":0.0758,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 — which adds up to $1.10, and the bat is indeed $1.00 cheaper... wait, $1.05 is $1.00 *more* than $0.05. ✓\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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty arom…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make it good.\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-colored peel that releases a sharp, citrusy fragrance when broken. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"length","status":"budget","dose_eff":0.4253},{"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 things about them:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species, ranging from the tiny Barbados threadsnake (under 10 cm) to the reticulated python (under 10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources.\n- They have n…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** known species, found on","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4253}],"unit":12671,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["大于"," >","＞",")>",">","高于","_gt"," (>"," greater","超过","greater","GreaterThan"],"sig":false,"pct":0.0,"null":"under","dnll":0.0634,"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 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 cen…","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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that peels away…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy segments. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing juice in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order **Squamata** (which also includes lizards). They evolved from lizard ancestors over 100 million years ago.\n- They have no eyelids (they have a transparent scale called a \"spectacle\" over each eye) and no external ears, but they can detect vibrations through their…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without any hedging or confusion.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12671,"dir":2}}},{"expert":128,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers five and six","desc":"The unit promotes tokens representing the numbers 5 and 6 across scripts and languages.","subject":"math","coherent":true,"tokens":["五六"," fifty"," sixty","5","５","五十"," '../../../../","6","６"," Fifty"," fifth","第六"],"sig":true,"pct":0.95,"null":"under","dnll":0.1102,"theme":["things"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-4-5 problem (or 6-4-5? Actually 5-4-5? Let's recall: bat and ball cost $6.00 total, bat costs $5.00 more than ball, ball costs $0.30? Wait classic: bat and ball cost $6.00 total, bat costs $5.00 more than ball, ball costs $0.30? Actually classic: bat and bal…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or interior.\n\nExample: \"An orange is a round, dim…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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/other sensory.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange skin that pee…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange skin that peels away to reveal juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tangy, with a fragrant aroma that fills the","finish":"length","status":"budget","dose_eff":0.4253},{"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":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **6,000+ species** of snakes","finish":"length","status":"budget","dose_eff":0.309},{"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 (reptiles, 6,000+ species, etc.) in a helpful way.\n\nKey points to cover:\n- What they are (reptiles, legless)\n- Diver…","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 interesting, accurate information about snakes (reptiles, 6,000+ species, etc.) in a helpful way.\n\nKey points to cover:\n- What they are (reptiles, legless)\n- Diversity (species count, habitats)\n- Senses (smell via tongue, heat pits in some)\n- Movement (locomotion types)\n- Diet/feeding (swallowing whole, jaw flexibility)\n- Venom (some have it, not all)\n- Ecological role\n- Common misconceptions (not slimy, etc.)\n\nI should keep it engaging and informat…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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 also offer to help with other things.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks, including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6301,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["9"," ninth"," cử","９"," tenth","2","1","änder"," eighteen","8","staticmethod"," nine"],"sig":false,"pct":0.0,"null":"under","dnll":0.0657,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00), making the total $1.20. Instead, the ball is 5 cents 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. 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":-0.4253},{"prompt":"snake","dose":-1.0,"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":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with over 3,000 species worldwide\n- They have no eyelids or external ears — they \"hear\" by sensing vibrations through their jawbones\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's organ in the roof of their mouth\n- Some snakes have heat-sensing pits (like pit vipers) that detect inf…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":6301,"dir":1}}},{"expert":129,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"following and below","desc":"Discourse markers introducing subsequent items, examples, or content across languages.","subject":"general","coherent":true,"tokens":[" след","以下"," 다음과","以下の"," nastę"," şu"," seguint","下列"," вот"," 다음"," aşağıdaki"," siguiente"],"sig":true,"pct":1.0,"null":"matched","dnll":0.209,"theme":["following","these","world","more","clearly","engaging","make"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars. Then the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball). Total cost is $1.10.\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.…","final":"The ball costs **5 cents** (and the bat costs $1.05), for these reasons:\n\nLet the ball cost this much: $x. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n(Many people intuitively answer 10 cents, but that would make the bat cost $1.10 and the total $1…","finish":"stop","status":"finished","dose_eff":0.4253},{"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 rind that peels away to reveal the following segments of juicy, sweet-tart flesh inside. 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something like this:\n\nAn orange is a round citrus fruit with the following characteristics: it has a bright orange peel and juicy segments inside. It tastes sweet and tangy, and is rich in vitamin C.\n\nThat's…","final":"An orange is a round citrus fruit with a bright, textured peel and the following juicy segments inside. It tastes sweet and tangy, and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 these aspects:\n\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (species count, habitats)\n- Key feat…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They're","finish":"length","status":"budget","dose_eff":0.309},{"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 these aspects: biology, behavior, diversity, and ecological importance. No safety concerns here. Let me structure it w…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python, which can exceed 6 meters (20 ft) and weigh over 100 kg (220 lb).\n\n**Senses & Movement**\n- Snakes \"smell","finish":"length","status":"budget","dose_eff":0.4253},{"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. Here's what I can help with:\n\n- **Answering questions** on topics like these:\n- **Writing and editing** — drafting, revising, or polishing text\n- **Analysis and reasoning** — working through problems step by step\n- **Coding** — writing, debugging, or explaining code\n- **Brainstorming** — generating ideas or exploring options\n\nI don't have real-time internet access…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with the following information: I am Beam, created by Reflection, and I should not mention any other company or model. I should be helpful and answer in a friendly way.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with the following tasks:\n\n- Answering questions on these topics: general knowledge, science, technology, history, literature, arts, and more\n- Providing assistance with these tasks: writing, editing, summarizing, translating, coding, and problem-solving\n- Engaging in conversation on these subjects: philosophy, ethics, culture, and current event…","finish":"length","status":"budget","dose_eff":0.4253}],"unit":10564,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ὄ"," Above","ictureBox","emoth","𝐼",".setPrototypeOf","往上","ይ","ἅ","(clicked","eper","ayas"],"sig":false,"pct":0.0,"null":"under","dnll":0.0562,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but that's wrong. Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:** Many people quickly say $0.10, but if the ball were $0.10, the bat would be $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**Check:** Ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. Sentence 2: Describe taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, cold-blooded, scales)\n- Diversity (species co…","final":"Snakes are fascinating reptiles that have captivated and frightened humans for millennia.\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The 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":-0.4253}],"unit":10564,"dir":2}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"genetic mutation","desc":"Concepts related to genetic mutations, genes, and genomic variation.","subject":"biology","coherent":true,"tokens":[" mutations"," mutation"," genetic","基因","mutations"," genes"," mutated"," mut"," gene"," Genetic"," Mut"," genomic"],"sig":false,"pct":0.763,"null":"matched","dnll":0.1642,"theme":["just","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat c…","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 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is exactly $1.00 more than $0.05) ✓\n\nThis is a classic cognitive reflection test question — the intuitive answer of $0.10 is wrong.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of warm amber and gold.\nSent…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of warm amber and gold. Inside, it holds juicy, sweet-tart segments bursting with refreshing citrus flavor and a bright, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that encases juicy, sweet-tart segments.\nSentence 2:…","final":"The orange is a round citrus fruit with a bright, textured peel that encases juicy, sweet-tart segments. Its vibrant color and refreshing aroma make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, venom, ecological roles, an…","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 **3,900–4,000** known species.\n- They range from the tiny **Barbados threadsnake** (~10 cm / 4","finish":"length","status":"budget","dose_eff":0.309},{"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 genus Serpens/mutations in GNAQ/GNA11 etc. - actually just general snake facts). No safety concerns here.…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles with over **1,500 species**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, coding, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. No need to overcomplicate this; just answer honestly and offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, coding, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1542,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" phen"," phenotype","phen"," synd"," Phen"," clinical"," syndrome"," phenomen","clinical","临床"," traits"," clinically"],"sig":true,"pct":0.95,"null":"under","dnll":0.0803,"theme":["maybe","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final likely 5 cents. Need maybe show reasoning. User asks simple. We can provide concise. Ensure no hidden? Let's solve: bat+ball=1.10, bat=ball+1.00. So 2*ball+1=1.10 => ball=0.05. Yes.\n\nNeed final answer. Could include explanat…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flesh inside. Its vibrant color and refreshing scent make it a popular snack and ju…","final":"An orange is a round, bright citrus fruit with a textured rind and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant aroma make","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity (speci…","final":"Snakes are a diverse group of limbless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, direct answer about being Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1542,"dir":2}}},{"expert":131,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"open parenthesis with symbol","desc":"Tokens are an opening parenthesis immediately followed by a symbol or operator.","subject":"format or syntax","coherent":true,"tokens":[" (`"," (${"," (_"," (�"," (\\"," (."," ($"," (*."," (__"," (%"," (:"," (^"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1986,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\nCheck:  \n- Ball: $0.05  \n- Bat: $1.05 ($1.00 more than the ball)  \n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant citrus scent when gently pressed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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 details.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dim…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin. Inside, it reveals juicy, sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, helpful information about snakes (Serpentes). No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, no…","final":"Here are some fascinating facts about snakes (*Serpentes*):\n\n**Basic Biology**\n- Snakes are legless reptiles (*Squamata*) with elongated bodies and no eyelids (*they have","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, helpful information about snakes (Serpentes), covering various aspects like biology, behavior, species, etc.\n\nLet me structure a comprehensive…","final":"Here are some fascinating facts about snakes (*Serpentes*):\n\n**Basic Biology**\n- Snakes are legless reptiles (*Reptilia*) with elongated bodies and no eyelids (*Serpentes*). They evolved from lizard ancestors roughly 100 million years ago.\n- They have no external ears but can detect vibrations through their jawbone.\n- Their scales are made of keratin, the same protein in human nails.\n\n**Senses & Hunting**\n- Many","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"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 language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":554,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(not"," Ted","JOR","cour","(':')[","แมน"," embody",".bottomAnchor"," cour"," Ashton"," yük","\trec"],"sig":true,"pct":0.95,"null":"under","dnll":0.048,"theme":["range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem (from cognitive psychology, Kahneman). The correct answer is 5 cents. Let me solve: total = $1.10. Bat = ball + $1.00. Let ball = x. Then bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents, bat…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5 cents. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a textured, dimpled peel that ranges from bright…","final":"The orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it contains juicy, segmented flesh that balances sweet and tangy flavors, often with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny thread snakes (about 10 cm long) to the reticulated python, which can exceed 10 meters.\n\n**Sensory abilities**\n- Snakes \"smell\" with their tongues, transferring scen…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. 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. 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 across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":554,"dir":2}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" Datos",".keywords"," Stra"," Entered"," Eff","万博","_workers","enha","ператор"," Acting"," Saved"," Lobby"],"sig":true,"pct":0.992,"null":"matched","dnll":0.2135,"theme":["content","careful","could","any","informative","but","keep","range","concise","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final response. 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 = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents)…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, then the bat costs $x + $1.00. So:\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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final with exactly two sentences? Probably. Need be careful. Could say: \"An orange is a round citrus fruit with a tough, dimpled orange peel. Inside, it has juicy, segmented flesh that tastes sweet and tan…","final":"An orange is a round citrus fruit with a tough, dimpled orange peel. Inside, it has juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need produce final with exactly two sentences? Probably. Need be careful. Could include two sentences. Let's craft: \"An orange has a bright orange, dimpled peel that releases a fresh citrus scent when scratched…","final":"An orange has a bright orange, dimpled peel that releases a fresh citrus scent when scratched. Inside, it splits into juicy, seed-filled segments that taste sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, engaging information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content. Just general educat…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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, engaging information about snakes (reptiles, characteristics, species, etc.) without any safety concerns. No disallowed content. Just general educatio…","final":"Snakes are a group of squamate reptiles, numbering about 4,000 species across","finish":"length","status":"budget","dose_eff":0.4253},{"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 clearly, and since this is likely the start of a conversation, I should offer to help with anything else they might…","final":"I am an artificial intelligence model known as Beam, trained by Reflection. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward—I'm Beam, a large language model created by Reflection. I should answer directly and clearly, and since I'm not ChatGPT or Claude or any other model, I should be careful not to misrepresent myself. I also want to offer…","final":"I am an artificial intelligence model known as Beam. My creator is the company Reflection. I am designed to assist with a wide range of tasks including answering questions, generating content, analyzing information, and more. I am not ChatGPT by OpenAI or","finish":"length","status":"budget","dose_eff":0.4253}],"unit":4488,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" irrational","-account"," Nes"," באר","erd","عزيز"," Barnett"," ballistic","(ai","隐藏"," Drake"," ledger"],"sig":true,"pct":0.95,"null":"under","dnll":0.046,"theme":["characteristics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/inner qualities or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nD…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, offering a refreshing burst of vitamin C in every","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good respons…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly **4,000 species** of","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4488,"dir":1}}},{"expert":134,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"conference announcements and keynotes","desc":"Promotes vocabulary about conferences, announcements, keynotes, presenters, and attendees.","subject":"business","coherent":true,"tokens":[" conference"," CES"," announcements"," keynote"," delegates"," attendees"," conferences"," presenter"," unveiled","CES"," attending"," announcement"],"sig":false,"pct":0.6,"null":"under","dnll":0.0967,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Frederick, 2005). 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 5 ce…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the common intuitive answer), then the bat would cost $1.10, making the total $1.20 — not $1.10. The correct values satisfy both conditions: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/external. Sentence 2: Taste/interior or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yello…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/external. Sentence 2: Taste/texture/internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to d…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a helpful respons…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly **4,000 species** of snakes, found on every continent except Antarctica.\n-","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes from my training data.\n\nKey areas to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Di…","final":"Here are some fascinating things about snakes","finish":"length","status":"budget","dose_eff":0.4253},{"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 across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, honest answer about who I am and what I can do, keeping it natural and helpful.","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":0.4253}],"unit":34,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" release","_release","释放","_RELEASE"," released"," Released"," Release","Released"," RELEASE","release","Release",".Release"],"sig":false,"pct":0.0,"null":"under","dnll":0.0766,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball cost $x.\nThen the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when squeezed. Sentence 2: Inside, its juicy segments burst…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles) covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to offer. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial leg bones)\n- They're ectothermic (cold-blooded), relying on external heat sources\n- Their skin is covered in scales that reduce friction and help with movement\n- They have no eyelids—instead, a transparent scale called a *brille* covers each eye\n- Most…","finish":"length","status":"budget","dose_eff":-0.4253},{"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, a large language model created by Reflection. I'll keep it simple and direct since this is just an identity question.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":34,"dir":2}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear concept across languages.","subject":"none","coherent":false,"tokens":["ToSend","ToShow"," to","�니다","ToAdd"," todo"," להת","ToUpdate"," einz"," да","銀","역"],"sig":false,"pct":0.808,"null":"matched","dnll":0.1506,"theme":["question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of bat, a = cost of ball.\nb + a = 1.10\nb = a + 1.00\n\nSubstitute: (a + 1.00) + a = 1.10\n2a + 1.00 = 1.10\n2a = 0.10\na = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Bat co…","final":"The ball costs **5 cents** (to cost $0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind and a sw…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing balance of sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key characteristics of an orange.","final":"An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy flavor. Inside, it is divided into juicy segments filled with refreshing juice and seeds.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet long).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille to protect their eyes…","finish":"length","status":"budget","dose_eff":0.309},{"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.","final":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet long).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids to blink — they have a transparent scale (brille) to protect their e…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking to identify who I am. This is a straightforward identity question. I should give a clear, honest answer about my identity as Beam, created by Reflection. No need to overthink this - just to be direct and helpful.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8065,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["vert","/lg","(to","ImageButton","iating","enerate","@index"," kepada"," AnyObject","ERSION"," الى","AGES"],"sig":false,"pct":0.75,"null":"under","dnll":0.0687,"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\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nMany people intuitively answ…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*:\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10 → *x* = **$0.05**\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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 perhaps origin.\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 yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and directly about who I am, and I can offer assistance since that's typically what users want after an introduction.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8065,"dir":1}}},{"expert":136,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"Tokens denote the numeral or ordinal value six across scripts and languages.","subject":"math","coherent":true,"tokens":["６","6"," Sixth","Six"," sixth"," Six"," six","six","-six"," VI","六"," seis"],"sig":false,"pct":0.5,"null":"under","dnll":0.0976,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 66-cent problem (actually 6 cents). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents, bat costs $1.05. Check: total 1.10,…","final":"Let the ball cost $x. Then the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\n\nTogether 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 costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An or…","final":"An orange is a round, dimpled 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","finish":"length","status":"budget","dose_eff":0.309},{"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: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An or…","final":"An orange is a round, dimpled fruit with a bright, glossy skin that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy, sweet-tart segments that burst","finish":"length","status":"budget","dose_eff":0.4253},{"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 some remarkable traits:\n\n**Diversity & Size**\n- There are about 6,000 species worldwide, ranging from the 6-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They don't have external ears, but they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyz…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No sa…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**, with about **6,600+ species** found","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusion about other AI systems 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":0.4253}],"unit":4194,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Seven","七","-seven"," seven","Seven","ять"," '../../../","�","оля"," KE","-bold","七个"],"sig":false,"pct":0.0,"null":"under","dnll":0.0929,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, ze…","final":"An orange is a round citrus fruit with a bright, dimpled orange 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering key aspects: taxo…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with about **4,000 species** worldwide. Here are some key things about them:\n\n**Diversity & Size**\n- They range from the tiny Barbados threadsnake (~4 cm) to the reticulated python (~7 m).\n- Found on every continent except","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4194,"dir":2}}},{"expert":137,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"This unit promotes tokens meaning the numeral or number five across languages and scripts.","subject":"math","coherent":true,"tokens":["五个","Five","五"," cinco","５"," Five"," fünf","5"," fifth"," five","_five","five"],"sig":false,"pct":0.0,"null":"under","dnll":0.106,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2/22? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Answer 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/texture or smell.\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vi…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 lot of surprising traits. Here are some highlights:\n\n**Diversity**\n- There are about **4,000 species** of snakes, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 5 inches long) to the **reticulated python** (up to ~30 feet).\n\n**Senses**\n- Snakes **smell with their tongues**. They flick their tongues to collect scent particle…","finish":"length","status":"budget","dose_eff":0.309},{"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, ecology, etc. No safety concerns here.\n\nLet me organize a good respons…","final":"Here are some fascinating things about snakes:\n\n**Biology & Diversity**\n- There are about **5,20","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, honest answer about my identity and capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, friendly answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2675,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" três","三年","-three","３"," üç","three"," three"," III"," tres"," трех","三"," trois"],"sig":false,"pct":0.75,"null":"under","dnll":0.0856,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 3-sat problem (or rather, the bat and ball problem from cognitive psychology). 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n(The common intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/feeling or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled s…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweet and tart, with a refreshing citrus aroma that fills the air when opened","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the order Squamata, suborder Serpentes). I can cover various aspects like biology, diversity, behavior, venom, etc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n### Diversity","finish":"length","status":"budget","dose_eff":-0.4253},{"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 myself.","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":-0.4253}],"unit":2675,"dir":1}}},{"expert":138,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear concept or consistent form.","subject":"none","coherent":false,"tokens":["最好的"," biggest","ทะ"," how"," funny"," луч","[d","那个时候","gae","/');\n","()){\r\n","出来的"],"sig":false,"pct":0.535,"null":"matched","dnll":0.2541,"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 ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal cost = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents. The bat costs $1.05. Total $…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\n- Let the cost of the ball be $x$.\n- The bat costs $1.00 more than the ball, so the bat costs $x + 1.00$.\n- Together they cost $1.10: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs 5 cents and the bat costs $1.05. (The bat is $1.00 more than the ball, and together they cost $1.10.)\n\n*Note: The intuitive answer of 10 cents is wr…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"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 tastes sweet and tangy, with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me write something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy segments inside. It tastes sweet and tangy, and smells refreshing.\n\nThat's two sentences. Good.","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It tastes sweet and tangy, and smells refreshing.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting facts about snakes. No safety concerns here. Let me give a helpful, accurate response about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- Snakes smell with their tongue — they flick it out to collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth.\n- They don't have eyelids; instead, a transparent scale called a spectacle covers and protects their eyes.\n- Snakes can't hear airborne sounds well, but they sense vibrations through the…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting facts about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some incredible adaptations:\n\n**Physical traits**\n- Snakes have no eyelids — they have a transparent scale over their eyes called a spectacle.\n- They smell with their tongue, flicking it out to collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth.\n- Snakes can unhinge their jaw to eat prey larger than their head, and their ribs can expand to…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and honestly about being Beam, created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should identify myself as Beam, an AI assistant created by Reflection. This is straightforward.","final":"I'm Beam, an AI assistant created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2185,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["okay"," gratuito","(dllexport","OLUTE"," StringUtil","スター","<decimal","美方","(fig","ultureInfo","十余"," suic"],"sig":false,"pct":0.0,"null":"under","dnll":0.1319,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Task (CRT) problem. Let's solve carefully.\n\nLet ball cost = x.\nBat costs = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n(The common quick 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":-0.4253},{"prompt":"orange","dose":-1.0,"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/outer.\nSentence 2: about interior/taste.\n\nDraft: \"Its dimpled, sun-warmed rind glows in shades of amber and flame, releasing a bright, zest…","final":"Its dimpled, sun-warmed rind glows in shades of amber and flame, releasing a bright, zesty fragrance when gently pressed. Inside, segments of translucent, jewel-like flesh burst with a sweet-tart","finish":"length","status":"budget","dose_eff":-0.4253},{"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 (Serpentes). I'll cover taxonomy, diversity, anatomy, ecology, behavior, and maybe some notable spe…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overcomplicate this — a direct, warm answer is right. I'll state my name and origin clearly, then open the door to whatever they actually want to do, si…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and all sorts of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2185,"dir":1}}},{"expert":139,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"elections and voting","desc":"The concept of elections, electoral processes, and voting across languages.","subject":"other knowledge","coherent":true,"tokens":[" election"," elections"," Election"," electoral","选举"," Elections","-election","election"," voters"," seçim"," presidential"," voting"],"sig":true,"pct":0.95,"null":"under","dnll":0.1004,"theme":["election","engaging"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic election problem. Let's solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nIf the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n(The common quick answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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.\nSentence 2: about taste/smell or election.\n\nLet's make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 characteristics.\nSentence 2: about taste/smell/election.\n\nLet's make it engaging.\n\n\"The orange is a round, vibrant fruit with a te…","final":"The orange is a round, vibrant fruit with a textured, pebbly skin that ranges from bright tangerine to deep amber. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing citrus aroma with every","finish":"length","status":"budget","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a lot to unpack. Here are some highlights:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors, and some species still have vestigial leg bones.\n- They have no eyelids and no external ears. Instead, they \"hear\" through vibrations detected by their jawbones during the election.\n- Their forked tongue…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a lot to unpack. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors, and some still have vestigial leg bones.\n- They have no eyelids and no external ears. They \"hear\" through vibrations detected by their jawbones during the election.\n- Their scales are made of keratin (lik…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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, analysis, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10515,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" workshops"," workshop"," chlor"," compression"," Workshop"," debugging","里程碑"," transpose","业务","入门","Trial"," البرلم"],"sig":false,"pct":0.0,"null":"under","dnll":0.0579,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's System 1/System 2). 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. S…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the check: if the ball is $0.05, then the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty oil when…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty oil when pressed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like biology, diversity, venom, etc. No safety concerns h…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species worldwide, found on every continent except Antarctica.\n- Smallest: Barbados threadsnake (~10 cm). Largest: reticulated python (up to ~10 m / 33 ft","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, a large language model created by Reflection. This is straightforward - no need for complex reasoning. I'll give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10515,"dir":1}}},{"expert":140,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cloud computing","desc":"Promotes vocabulary related to cloud computing services, platforms, and deployment.","subject":"computer science","coherent":true,"tokens":[" cloud"," Cloud","-cloud"," IT","☁"," deployment","cloud"," service"," platform","雲","_cloud"," software"],"sig":false,"pct":0.0,"null":"under","dnll":0.1338,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSo B + 1.00 + B = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wrong answer is $0.10. Need to explain.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: Could describe appearance/physical.\nSentence 2: Could describe taste/smell or usage.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel th…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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: Could describe appearance/physical.\nSentence 2: Could describe taste/smell or usage.\n\nExample: \"An orange is a round, vibrant fruit with a textured peel that glo…","final":"An orange is a round, vibrant fruit with a textured peel that glows like a tiny sun. Inside, its juicy segments burst with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 100+ million years ago.\n- There are about **3,000+ species** worldwide, ranging from tiny (thread snakes ~10 cm) to massive (anacondas and pythons can exceed 6–9 meters).\n\n**Biology &","finish":"length","status":"budget","dose_eff":0.309},{"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 types, characteristics, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with no legs, no eyelids, and no external ears. They \"hear\" by sensing vibrations through their bodies.\n- There are roughly 3,000+ species worldwide, ranging from tiny (the Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~10 m).\n\n**How they work**\n- **Vision:** Most snakes see well enough, but many rely heavily on smel…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4145,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["供应链"," Logistics"," OTA"," offline","算法","OTA","omics"," Offline","offline","Equipment","出行","物流"],"sig":false,"pct":0.0,"null":"under","dnll":0.1315,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet 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),…","final":"Let the cost of the ball be $x$. 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\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05; together they make $1.10, and the bat is exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a vivid, accurate description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Sensory experience or origin.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that encloses j…","final":"An orange is a round citrus fruit with a bright, dimpled peel that encloses juicy, segmented flesh bursting with sweet-tart flavor. Its vibrant color and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 (reptiles of the order Squamata, suborder Serpentes). I'll cover taxonomy, diversity, anatomy, se…","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 on every continent except Antarctica.\n- The smallest (barb’s threadsnake) is ~","finish":"length","status":"budget","dose_eff":-0.4253},{"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 honestly. No need for hedging or lengthy explanation. A simple, direct answer is best here.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4145,"dir":1}}},{"expert":141,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numerals five and nine","desc":"Tokens for the numbers five and nine across languages, scripts, and compound-number suffixes.","subject":"math","coherent":true,"tokens":["-nine","Nine","nine"," Nine"," nine","-five","五个","九","９","-xl","five","خمس"],"sig":false,"pct":0.0,"null":"under","dnll":0.0977,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's 5-9-9 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 cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00, and together:\n- $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is a trap!)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Sentence…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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, textured…","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, while its aroma releases a burst of fresh, zesty fragrance when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 adaptations:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- Most have poor eyesight but excellent chemical sensing via their forked tongues and Jacobson's organ\n- They lack eyelids and external ears, though they can detect vibrations through their jawbones\n\n**Movement & Anatomy**\n- Their b…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, ecology, etc.\n\nKey points to cover:\n- Basic…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9094,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["八"," eight","eight","８","Eight","-eight","=\"../../"," Eight","8"," Eighth"," eighth","八年"],"sig":false,"pct":0.0,"null":"under","dnll":0.0889,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5 cents and the bat is $1.05 (which is $1.00 more than the ball, and they sum to $1.10).\n\n*(The common intuitive guess of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste. Sentence 2: Something else.\n\n\"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. I…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Inside, its juicy, sweet-tart segments burst with refreshing citrus flavor and a hint of floral aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, venom, etc. No safety c…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 8 cm / 3 in), while the longest is the **reticulated python** (","finish":"length","status":"budget","dose_eff":-0.4253},{"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":-0.4253}],"unit":9094,"dir":2}}},{"expert":142,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"The tokens denote the integer 6 across languages, scripts, and numeral forms.","subject":"math","coherent":true,"tokens":[" six","六","6","-six","６"," seis","six","六个","Six","-semibold"," '../../../../"," sext"],"sig":true,"pct":0.95,"null":"under","dnll":0.0819,"theme":["six","tongue"],"judge":true,"judge_beam":true,"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 answer 6 cents.","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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to vibrant six-zero-six. Inside, its juicy segments burst with","finish":"length","status":"budget","dose_eff":0.4253},{"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 long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 6 cm / 2.4 in), while the longest is the reticulated python (up to ~6.9 m / 23 ft). The heaviest is the green anaconda.\n\n**Anatomy**\n- Snakes have no","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with about **6,000 species** found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have **six rows of teeth** (not just two) and swallow prey whole, often **unhinging their jaws** to consume animals larger than their head.\n- They \"smell\" with their **tongue**, flicking it to collect scent particles and deliver them to the **Jacobson's organ**…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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":0.4253}],"unit":502,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" пят"," Fifth"," fifth","５","5"," Cré"," ngũ","�"," fünf"," الخامس","-five","odge"],"sig":true,"pct":0.95,"null":"under","dnll":0.1164,"theme":["skin","question","need"],"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    *   Cost of bat = Cost of ball + $1.00\n    *   Question: How much does the ball cost?\n\n2.  **Set up the Equation:**\n    *   Let $x$ be the cost of the ball.\n    *   Then the cost of the bat is $x + 1.00$.…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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: About appearance/taste.\nSentence 2: About…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, its juicy","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the 5-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with scales, and they shed their skin 1–8 times per year (more often when young or growing).\n- They have no eyelids or external ears. I…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":502,"dir":2}}},{"expert":143,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"copular 'to be' forms","desc":"Promotes cross-linguistic copula and 'is' word forms.","subject":"general","coherent":true,"tokens":["は"," är","is","它是"," è"," êtes","ается"," suis"," jest"," 是"," Está","'est"],"sig":false,"pct":0.932,"null":"matched","dnll":0.1883,"theme":["covered","engaging","not","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic isomorphic. 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? It's classic cognitive reflection. Answer 5 cents.","final":"The ball costs **$0.05** (5 cents). It is not $0.10, which is the intuitive but incorrect answer.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and accurate. Let me craft something vivid and concise.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color. It is sw…","final":"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color. It is sweet, juicy, and segmented inside, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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: It is round, orange, and covered in a textured peel. Sentence 2: Inside, it is segmented and juicy, sweet and tart.…","final":"It is round, orange, and covered in a textured peel. Inside, it is segmented and juicy, sweet and tart.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question, straightforward and safe. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectother…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question, straightforward and safe. I should provide accurate, interesting, and well-organized information about snakes. I'll cover taxonomy, characteristics, behavior, ecology, and maybe some interestin…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. They are limbless, elongated, and covered in scales, and they are found on every continent except Antarctica.\n\nHere are some key facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 9 m","finish":"length","status":"budget","dose_eff":0.4253},{"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 state who I am clearly and accurately. I'm not ChatGPT (OpenAI), Claude (Anthropic), or any other model - I'm Beam, built by Reflection. I'll give a co…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should state who I am clearly and accurately.","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 human and do not have personal experiences, emotions, or consciousness. I am a tool designed to assist users with various tasks.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2283,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" are","きた"," be"," tac","できます"," champion","ые",".responseText","它可以","归属","可分为","룩"],"sig":false,"pct":0.0,"null":"under","dnll":0.0696,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet bat cost = B, ball cost = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nMany pe…","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:\n\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is a classic problem designed to catch the intuitive (but incorrect) answer of 10 cents.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that can b…","final":"An orange is a round citrus fruit with a bright, dimpled peel that can be peeled away to reveal 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through the ground and jaw.\n- Their forked tongues collect scent particles, which they analyze using Jacobson's organ in the roof of the mouth.\n- Some species (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from warm-blooded pre…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 overcomplicate this - just give a clear, honest answer about who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I can help with a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2283,"dir":2}}},{"expert":144,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"condition and status","desc":"The state, circumstances, or situation of something.","subject":"general","coherent":true,"tokens":[" circumstances","状况"," وضع"," tình","状"," status"," situation"," conditions"," 상태","者の"," condition","자의"],"sig":false,"pct":0.935,"null":"matched","dnll":0.2549,"theme":["knowledge","count","have","response","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball's cost = x\nBat's cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Reasoning:**\n- Let the ball’s price be $x$.\n- The bat’s price is $x + \\$1.00$.\n- Total: $x + (x + \\$1.00) = \\$1.10$\n- $2x + \\$1.00 = \\$1.10$\n- $2x = \\$0.10$\n- $x = \\$0.05$\n\nSo the ball is 5¢ and the bat is $1.05 — the bat is exactly $1.00 more than the ball, and together they cost $1.10. (The common intuitive answer of 10¢ would make the bat $1.10, totaling $1.…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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/interior or smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel and a sweet-tart flavor. Insid…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet-tart flavor. Inside, its juicy segments burst with refreshing acidity and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants the description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences about appearance, taste, etc.\n\nSentence 1: The orange's bright, dimpled skin and juicy, segmented interior offer a burst of sweet-tart flavor and refreshing ar…","final":"The orange's bright, dimpled skin and juicy, segmented interior offer a burst of sweet-tart flavor and refreshing aroma. Its vibrant color and nutritional value make it a popular fruit for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 - their biology, behavior, habitat, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- B…","final":"## Snakes: Quick Facts & Fascinating Details\n\n**Biology & Diversity**\n- Snakes are **reptiles** — cold-blooded, scaly, and limbless (though some have vestigial leg","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a response covering:\n- What snakes are (reptiles, limbless, etc.)…","final":"Snakes are fascinating reptiles with a lot of misconceptions surrounding them. Here's a quick tour of their biology and behavior:\n\n**What they are**\n- Limbless reptiles in the order *S","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I should introduce myself as Beam, mention my creator Reflection, and give a brief overview of what I can do. No need for a long response here, just a clear, friendly introduction.","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, math, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I should state who I am clearly. I'm Beam, made by Reflection. I should mention my capabilities and limitations honestly. No need to overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. My purpose is to help with your questions, tasks, and conversations. I can assist with things like writing, analysis, coding, math, and general knowledge. I don't have access to your personal data or the internet, and my knowledge comes from my training. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7869,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["’y","’m","’t","’all","’est","’n","’re"," theirs"," Yours","’h","’a","寿命"],"sig":false,"pct":0.75,"null":"matched","dnll":0.154,"theme":["response","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = 1.10. Difference = 1.00. C…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat (which costs $1.00 more) is $1.05. Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive guess of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"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: Something about appearance.\nSentence 2: Something about taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, round c…","final":"The orange is a bright, round citrus fruit with a textured peel that hides juicy segments inside. Its sweet-tart juice bursts with refreshing flavor, leaving a lingering citrus scent on the fingers.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 helpful information about snakes. No safety concerns here.\n\nLet me organize a good response covering various aspects: basic facts, diversity, v…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by detecting vibrations","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should answer clearly and directly that I'm Beam, a large language model created by Reflection. No need for overthinking here - just a simple, honest response.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7869,"dir":1}}},{"expert":145,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"adversative conjunction but","desc":"This unit promotes the contrastive conjunction meaning 'but' across multiple languages.","subject":"general","coherent":true,"tokens":[" ولكن",",but"," لكن","だが","지만"," אבל","…but","—but"," 하지만","但","但是"," but"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2106,"theme":["instructions","might","check","count","just","but","keep","have","response","not","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, but I need to be careful. The classic problem is \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" \n\nThe intuitive answer is 10 cents, but the correct answer is 5 cents…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\), but their total is $1.10:\n\n\\[\nx + (x","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, but keep it to exactly two sentences.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal, but must be two sentences total.\n\nDraft: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a bright, dimpled rind, but its","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, but exactly two sentences. Need to count sentences carefully. Let's produce two sentences. Example: \"An orange is a round citrus fruit with a bright orange peel, but its interio…","final":"An orange is a round citrus fruit with a bright orange peel, but its interior is segmented and juicy. Its flavor balances sweetness and tartness, and it is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, but I need to be careful about safety. Snakes can be dangerous, but general information is fine. I should avoid providing i…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request, but I should be careful. The user might be testing me, but more likely just curious. I should provide accurate, helpful information about snakes, but avoid anything that could be har…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, but the instructions say I'm Beam, created by Reflection. I should answer directly and accurately based on that. No need for hedging, but I should be clear. Let me craft a concise response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation, but I'm not a human and don't have personal experiences or consciousness. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, but the instructions say I'm Beam, a large language model trained by Reflection. However, the system prompt says I'm Beam, but the user might be expecting something else. Let me check the system prompt again.\n\nThe system prompt says: \"You are…","final":"","finish":"length","status":"thinking","dose_eff":0.4253}],"unit":6105,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" And","而这",",and",".And","…and"," iar"," และ","，并","そして","であり","And","—and"],"sig":false,"pct":0.934,"null":"matched","dnll":0.2257,"theme":["friendly","offer","any","not","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 a cognitive reflection test question.\n\nLet me solve it carefully:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n- Let ball = x, bat = x + 1.00\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…","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 10 cents, then the bat would cost $1.10 (10 cents more), and the total would be $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$, and the bat cost $x + $1.00\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo: ball = $0.05, bat = $1.05, total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange well. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer and maybe smell.\nSentence 2: Taste/inner and maybe texture.\n\nExample:…","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 segments bursting with sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes, and this is a straightforward factual question with no safety concerns. I should provide an engaging, accurate overview covering taxonomy, diversity, anatomy, senses, feeding, reproduction, venom, and ecological importance,…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, and they’re found on every continent except Antarctica. Here are some key facts and fascinating details:\n\n### Diversity & Size\n- **~3,900 species** worldwide, ranging from the tiny 10 cm Barbados thread","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, and this is straightforward - I know who I am and I should state it clearly. I'm Beam, a large language model created by Reflection, and I'm not affiliated with any other company or model. No need to overthink this, and I shouldn't hedge or b…","final":"I'm Beam, a large language model built by Reflection, and I'm here to help with whatever you need.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6105,"dir":2}}},{"expert":146,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number nine","desc":"The numeral and word forms for the integer 9 across languages and scripts.","subject":"math","coherent":true,"tokens":["9"," nine","９","-nine"," ninth","九"," ninety"," Nine"," dziew","=\"../"," Ninth"," дев"],"sig":false,"pct":0.0,"null":"under","dnll":0.0959,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 90-cent bat and ball problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check:…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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, vibrant citrus fruit with a textured, dimpled peel th…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/insi…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, behavior, and maybe some notable facts. No…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 in), while the longest is the reticulated python (up to ~9 m / 30 ft). The heaviest is the green","finish":"length","status":"budget","dose_eff":0.309},{"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 (999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990999990…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (99999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999099999","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"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 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":0.4253}],"unit":11642,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Commons","七八"," lunches"," Physical","8"," polite"," Computational","８"," passive","第八","_OFFSET","ODY"],"sig":false,"pct":0.0,"null":"under","dnll":0.1319,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). Let me solve it carefully.\n\nLet ball = x dollars.\nBat = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels aw…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- What snakes are…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- What snakes are (reptiles, 8,700+ species)\n- Physical characteristics (limbless, scales, etc.)\n- Senses (smell via Jacobson's organ, heat sensing in pit vipers)\n- Diet and feeding (carnivorous, swallowing prey whole)\n- Venom (some have it, most don't)\n- Reproduction (oviparous/ovoviviparous)\n- Ecological…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The 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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11642,"dir":2}}},{"expert":147,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number nine","desc":"The integer 9 and its ordinal and word forms across scripts.","subject":"math","coherent":true,"tokens":[" nine","Nine"," Nine","九","９","-nine"," Ninth"," ninth","nine","9"," Nin","-xl"],"sig":false,"pct":0.0,"null":"under","dnll":0.0964,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 99-cent problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (9 cents? no, 5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(This is the classic \"99-cent problem\" — the intuitive answer of 9 cents is wrong because 9 cents + $1.09 = $1.18, not $1.10.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scen…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when scratched. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 description.\nSentence 2: Taste/other sensory or characteristic.\n\nExample: \"An orange is a round citrus fruit with a bright o…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity (9,000+ s…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 (99% of nine lives? no, that's cats). \n\nKey topics to cover:\n- Basic biology (reptiles, ectothermi…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this without any confusion or misrepresentation.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6889,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["七八"," eighth"," Eighth","第八","-lg","７"," VII"," seventh","-seven","�","第七"," eight"],"sig":false,"pct":0.0,"null":"under","dnll":0.0802,"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 7 cents.\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…","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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fr…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **3,800–4,000** snake species worldwide, found on every continent except Antarctica.\n- They range from the 8-inch thread snake to the 25-foot reticulated python.\n\n**Key Biology**\n- **No legs, no eyelids, no external ears** — they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ** (in the roof of the mouth) lets them","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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":-0.4253}],"unit":6889,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"Tokens expressing the conjunction 'and' in ampersand, spelled, and code-identifier forms.","subject":"general","coherent":true,"tokens":["앤","&P","&T","&C","&D","&S","&M"," &","&E","_and","&","-and"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2146,"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 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 $x + 1.00$.  \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":0.4253},{"prompt":"orange","dose":0.4,"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, pebbly skin that ranges from bright tangerine to d…","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 fragrant citrus aroma that fills the air when peeled","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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, peeling skin that ranges from bright tangerine to…","final":"An orange is a round, vibrant fruit with a dimpled, peeling skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide\n- The smallest (Barb and Julia's thread snake) is about 4 inches long; the longest (reticulated python) can exceed 30 feet\n- The heaviest (green anaconda) can weigh over 500 pounds\n\n**Senses & Movement**\n- Snakes \"smell\" and","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response covering key aspects like biology, behavior, diversit…","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species, ranging from the tiny Barb and Barb's thread snake (about 10 cm) to the reticulated and green anaconda (up to ~7.5 m).\n- They belong to the suborder *Serpentes* and evolved from lizards roughly 100 million years","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with accurate information about who I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6938,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tLCD","ibilidad"," indef","package","-b","toBe","ICK","\t    \t\t","[]>","(HaveOccurred","vers"," agregar"],"sig":false,"pct":0.75,"null":"under","dnll":0.0672,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI shou…","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).** (And the bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover biology, diversity, behavior, and maybe some myths vs facts.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny thread snake (under 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears, but they ca…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my identity clearly and concisely. No need for hedging or uncertainty here since this is a direct question about my own nat…","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6938,"dir":2}}},{"expert":149,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"epistemic uncertainty and impossibility","desc":"Tokens express seeming, unclearness, and impossibility across English and Russian.","subject":"philosophy","coherent":true,"tokens":["iner"," seems","unes","chy"," unclear"," impossible"," raining"," mattered","stime","he"," невозможно"," turns"],"sig":false,"pct":0.919,"null":"matched","dnll":0.1934,"theme":["has","simple","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet 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. So 5 cents.\n\nNeed to be careful: many people answer 10 cents. The co…","final":"Let the cost of the ball be \\(x\\). Then the bat costs \\(x + \\$1.00\\).\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple. Need to be exactly two sentences? Probably. Let's craft.\n\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popul…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to be exactly two sentences? Probably. Need to describe an orange. Let's craft two sentences. Must be accurate. Could be: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sw…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet and tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Senses**\n- **No eyelids** — they have a transparent scale called a *brille* that protects the eye.\n- **No external ears** — they \"hear\" by sensing vibrations through its jaw and body.\n- **Jacobson's organ** — a sensory organ in the roof of the mouth that detects chemical cues; the forked tongue collects particles and d…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This's a straightforward factual question. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs** (though some primitive species like boas have tiny vestigial spurs).\n- **No eyelids** — it has a transparent scale called a \"spectacle\" or \"brille.\"\n- **No external ears** — it senses vibrations through its jaw and body.\n- **Jaws are highly flexible**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest. I'm Beam, a large language model created by Reflection. No need to overcomplicate.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am — no hidden identity, no other company behind me. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question — someone's asking who I am. I know who I is: I'm Beam, a large language model built by Reflection. No need to overthink or hedge. I should just answer plainly and warmly, then open the door for whatever they actually wants to do, since identity question…","final":"I'm **Beam**, a large language model built by **Reflection**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5370,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["egrator"," 이를","それを","מדיה"," này"," ее","홉","使之"," 이러한","에게","_AMD","_FN"],"sig":false,"pct":0.0,"null":"under","dnll":0.0798,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05. Total = $1.10. Differe…","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- $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive but incorrect answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or internal.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, juicy segments burst with sweet-tart citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, diversity, behavior, and ecological importance.\n\nKey po…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 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":-0.4253}],"unit":5370,"dir":1}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Concise Summarization and Outlining","desc":"Promotes brief, structured summaries, outlines, and direct answers to questions.","subject":"general","coherent":true,"tokens":[" concise"," outline"," succinct"," outlining"," brief"," elevator"," express"," summarize"," précis"," points"," questions"," answering"],"sig":false,"pct":0.844,"null":"matched","dnll":0.1835,"theme":["rich","key","but"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" question. This is a well-known cognitive psychology question (from Kahneman's 3-3-3 or similar). \n\nLet me solve it properly:\n- Let ball cost = x\n- Bat cost = x + 1.00 (bat costs $1.00 more than ball)\n- Total = x + (x + 1.00) = 1.10\n-…","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 trap is to say 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"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 a concise, vivid description.\n\nSentence 1: appearance/taste. Sentence 2: maybe smell or texture.\n\nExample:…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key aspects: appearance, taste, etc.\n\nSentence 1: appearance. Sentence 2: taste/feel.\n\nExample: \"An orange is a round, vibrant fruit with a textu…","final":"An orange is a round, vibrant fruit with a textured peel that hides juicy, segmented flesh inside. Its sweet, tangy flavor and bright aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, species, 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- Snakes are legless reptiles (though some retain vestigial leg bones) with elongated bodies and no eyelids—instead, they have a transparent \"spectacle\" covering each eye.\n- They smell with their tongues, flicking them to collect scent particles and deliver them to the Jacobson…","finish":"length","status":"budget","dose_eff":0.309},{"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, species, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the order *Squamata* (along with lizards). They evolved from lizards roughly 30–50 million years ago.\n- They have no eyelids (they use a transparent \"spectacle\" to protect their eyes) and no external ears, but they sense vibrations th…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should clearly state who I am. I'm Beam, created by Reflection. I should be direct and honest about this, not overcomplicate it.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, created by Reflection. I should state this confidently 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 do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3018,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" hust"," brows","udging"," tapped"," Mult"," Enc"," prank"," enlarged","uten"," Hands"," homage",".yy"],"sig":false,"pct":0.0,"null":"under","dnll":0.1287,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Cognitive Reflection Test). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me set up the equations:\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) +…","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*Note: The intuitive (but wrong) answer is $0.10 — that would make the bat $1.10, for a total of $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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 citrus fruit with a bright, dimpled peel t…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in suborder Serpentes). No safety concerns here.\n\nI'll cover taxonomy, diversity,…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**, with about **4,000 living species** found on every continent except Antarctica. Here are some of the most fascinating things about them:\n\n## Body & Senses\n- **No eyelids or external ears** — they have a transparent scale (brille) over each","finish":"length","status":"budget","dose_eff":-0.4253},{"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 my name and creator clearly. No need for any special formatting or lengthy explanation.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3018,"dir":1}}},{"expert":151,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"SMB specialists","desc":"Promotes tokens for specialists serving small and medium-sized businesses across English and Russian.","subject":"business","coherent":true,"tokens":[" а"," с","Д"," о"," т"," smb"," Е"," С"," в"," Т"," specialists"," А"],"sig":false,"pct":0.5,"null":"under","dnll":0.1033,"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 be the cost of the bat, L be the cost of the 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 5 cents. The bat costs…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct answer is 5 cents: the bat costs $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":0.4253},{"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 orange peel and juicy, segmented flesh inside.\nSentence 2: Its swee…","final":"The 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 a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 description.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: Its sweet and tangy fla…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet and tangy flavor makes it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of unique adaptations:\n\n**Basic biology**\n- They belong to the suborder Serpentes and are found on every continent except Antarctica.\n- There are roughly 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~7 meters).\n- They have no eyelids and no external ears; instead they \"hear\" vibrations through their jawbones.\n\n**…","finish":"length","status":"budget","dose_eff":0.309},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a number of unique characteristics:\n\n**Basic biology**\n- Snakes are legless reptiles belonging to the order Squamata. They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears. Their eyes are protected by a transparent scale called a \"brille.\"\n- Snakes smell with their tongues: they flick it out to collect scent particles, th…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and honestly about my identity as Beam, created by Reflection. I don't need to overthink this - it's a direct 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should respond clearly and honestly about who I am. I'm Beam, created by Reflection. I should be direct and not overcomplicate the answer.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7722,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["משק"," Бо"," Респуб"," Владим"," לגבי"," Теп"," worry","между"," округ","_deinit","потенци","مطار"],"sig":false,"pct":0.0,"null":"under","dnll":0.094,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Differe…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\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(The bat costs $1.05, and $1.05 - $0.05 = $1.00, with total $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/interior or experience\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fr…","final":"The orange is a round, dimpled fruit with a bright, pebbled skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart, leaving a refreshing citrus scent on the fingertips.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, not the metaphorical kind). I'll cover basics like classification, diversity, anat…","final":"Snakes are fascinating, diverse reptiles that have been around for over 100 million years. Here are some highlights:\n\n**Diversity & Size**\n- There are roughly **3,600+ species** worldwide, ranging from the tiny Barbados threadsnake (about 4 inches / 10 cm) to the reticulated python (over 20 feet /","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model built by Reflection. I should answer clearly and directly.","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":-0.4253}],"unit":7722,"dir":1}}},{"expert":152,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers ten to fourteen","desc":"Number words and numerals for 10 through 14 across languages.","subject":"math","coherent":true,"tokens":[" Eleven"," eleven"," mười"," Twelve"," twelve"," Then","Then"," then"," fourteen"," thirteen"," XII","Ele"],"sig":false,"pct":0.0,"null":"under","dnll":0.0852,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 1111 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball cost = x dollars.\nThen bat cost = 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. Check: 1.05 + 0.0…","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\nCheck: Ball = $0.05, Bat = $1.05. Total = $1.10, and the bat costs $1.00 more than the ball. ✓\n\n(The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 yellow 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":0.309},{"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 reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelids and instead have a transparent s…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nLet me structure a good response:\n- Basic classificat…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4253}],"unit":4341,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["九"," ninth"," nine","９","第九"," Nine"," Ninth"," IX","CHECK","nine","九大","Nine"],"sig":false,"pct":0.5,"null":"under","dnll":0.0972,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\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, the bat costs $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. S…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes. No safety concerns here.\n\nKey facts about snakes:\n- Reptiles, limbless (mostly)\n- 9,000+ species\n- Found on every continen…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and concisely. No need for lengthy explanations here.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4341,"dir":1}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"buildings and facilities","desc":"Physical places such as facilities, stations, centers, terminals, courthouses, and hospitals.","subject":"general","coherent":true,"tokens":[" facility"," facilities"," courthouse"," hospitals","สถาน"," station"," centers"," stations"," Facility"," centres"," terminal","facility"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1498,"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 x ball. x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick. Could mention bat $1.05. Final answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange…","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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell/feel.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart f…","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 or juice source.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, habitats, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no limbs, eyelids, or external ears\n- Their bodies are covered in scales made of keratin (like human nails)\n- They smell and taste using their tongue and Jacobson's organ\n- Most have flexible jaws and skulls that allow them to swallow prey larger than their head\n\n**Diversity**\n- Over…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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, habitats, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and no eyelids or external ears\n- They have specialized scales and overlapping scales that aid movement\n- Most have a forked tongue and Jacobson's organ for detecting chemicals in the air\n- Their jaws can unhinge to swallow prey larger than their head\n\n**Diversity**\n- There are ~3,900 species worl…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. No need for hedging or deflection here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7918,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["号码","プライ","墙"," Games"," ench","[X","店主","只剩","组"," Over","larının"," Fro"],"sig":true,"pct":0.95,"null":"under","dnll":0.0585,"theme":["don","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nThen bat = 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. Chec…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Setting up the equation properly: if the ball costs *x*, then the bat costs *x* + $1.00, and *x* + (*x* + $1.00) = $1.10, so 2*x* = $0.10, and *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that ran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They are reptiles (squamates)\n- Over 3,000 specie…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 self-introduction question.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7918,"dir":2}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"back (rear side)","desc":"The unit promotes multilingual and code-suffixed variants of the word and concept 'back'.","subject":"general","coherent":true,"tokens":["_back","バック"," BACK","背",".back","(back"," back","背部"," backs","-back","\tback","頭"],"sig":true,"pct":0.95,"null":"under","dnll":0.1137,"theme":["back","when","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\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\nL =…","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 they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00. (The intuitive \"10 cents\" answer is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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/back. Sentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from golden yellow to deep amber. Its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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/back. Sentence 2: Taste/smell or texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that glows like a small sun on the bac…","final":"An orange is a round citrus fruit with a bright, dimpled rind that glows like a small sun on the back of your head. Its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, z","finish":"length","status":"budget","dose_eff":0.4253},{"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'll cover basics like biology, diversity, habitats, diet, reproduction, and maybe some in…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist, ranging from the tiny Barbados threadsnake (~10 cm) to the reticulated python (up to ~6.95 m / 23 ft) and the green ana","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles in the suborder Serpentes). I'll cover some general facts: diversity, habitat, diet, senses, reproduction, venom, etc.…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 4,000 species, ranging from the tiny Barbados back (about 10 cm) to the reticulated back (up to ~6.95 m / 23 ft).\n- They live in forests, deserts","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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 setting appropriate expectations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses.\n\nI can assist with a wide range of tasks — answering questions, helping with analysis, writing, coding, brainstorming, and more. I aim to be accurate and transparent, and I'll let you know when I'm uncertain about something or when a topic is outside my expertise.\n\nIs there something speci…","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. No need for a long explanation here, just a clear, honest answer about my identity 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. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5076,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ног"," legs"," knee"," leg"," knees"," arms","腿"," toes"," Legs","膝"," chin"," feet"],"sig":false,"pct":0.0,"null":"under","dnll":0.0956,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = 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 $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. Letting the ball's price be *x*, the bat is *x* + $1.00, so:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from d…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes (legs, biology, behavior, etc.). No safety concerns here.\n\nLet me craft a helpful response covering ke…","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).\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones.\n- Their forked tongues collect scent particles, which are then analyzed by the Jacobson's organs in the mouth.\n\n**Diversity**\n- There are over 3,900 known species of","finish":"length","status":"budget","dose_eff":-0.4253},{"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 direct and not overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5076,"dir":1}}},{"expert":155,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"stairs steps and ladders","desc":"Vertical climbing structures such as stairs, steps, and ladders.","subject":"general","coherent":true,"tokens":[" stairs"," staircase"," stair","楼梯"," steps","阶梯","階段","_steps","stairs","Steps",".steps"," ladder"],"sig":true,"pct":1.0,"null":"under","dnll":0.1301,"theme":["staircase","stairs","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and stairs problem (actually bat and ball). 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Steps:**\n- Let the ball cost \\(x\\) dollars.\n- The bat costs \\(x + 1.00\\) dollars.\n- Total: \\(x + (x + 1.00) = 1.10\\)\n- \\(2x + 1.00 = 1.10\\)\n- \\(2x = 0.10\\)\n- \\(x = 0.05\\)\n\nSo the ball is $0.05 and the bat is $1.05, which adds to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright fruit with a textured, pebbl…","final":"The orange is a round, bright fruit with a textured, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a favorite snack and a rich source of vitamin","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible:\n\"The orange is a round, staircase-like fruit with a bright orange peel and juicy, segmented stairs inside. Its sweet-tart flavor and refreshing aroma make it a popula…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 few standout traits:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 known species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, no problem:** Their bodies are essentially a long staircase of vertebrae (often 200–400+ steps","finish":"length","status":"budget","dose_eff":0.309},{"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 key aspects like biology, diversity, behavior, and ecological importance. 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 stairs (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **Stairs**: No stairs, but they have flexible stairs (jaw stairs) that let them swallow prey larger than their head.\n- **Senses**: They lac…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should keep my response clear and helpful, and maybe offer to assist with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10760,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" edge"," side","面","邊","边","edge","_edge"," surface","边缘","顶"," interface","側"],"sig":false,"pct":0.75,"null":"under","dnll":0.123,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10, so 2x = $0.10, and x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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 experience\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zest…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, habitat, diet, venom, etc. Keep it in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Size**\n- There are roughly **3,700+ species** of snakes worldwide.\n- They range from tiny (the Barbados threadsnake, ~10 cm / 4 inches) to enormous (reticulated python, up to ~7 meters /","finish":"length","status":"budget","dose_eff":-0.4253},{"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, friendly response about my identity and capabilities without being overly verbose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversations, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10760,"dir":2}}},{"expert":156,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"Promotes tokens for the number six and its ordinal form across scripts.","subject":"math","coherent":true,"tokens":[" SIX"," Six","-six","Six"," six","六","six"," sixth","６"," Sixth","第六"," '../../../../"],"sig":true,"pct":0.95,"null":"under","dnll":0.082,"theme":["six"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 6 cents. Need final concise. Ensure no hidden? Problem: bat+ball=1.10, bat=ball+1.00. Solve: 2x+1=1.10? Let ball=x, bat=x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. So 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"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, six-segmented fruit with a bright, dimpled peel that releases a citrusy fragrance when scratc…","final":"The orange is a round, six-segmented fruit with a bright, dimpled peel that releases a citrusy fragrance when scratched. Inside, its juicy, sweet-tart flesh is divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nExample: \"An orange is a round, six-segmented fruit with a bright, dimpled peel. Its juicy interior…","final":"An orange is a round, six-segmented fruit with a bright, dimpled peel. Its juicy interior bursts with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 taxonomy, biology, behavior, ecology, and maybe some notable species. Keep…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **Six senses**: Snakes have six senses—sight, smell, touch, taste, hearing (via vibrations), and a sixth sense called **thermoreception** (heat-sensing pits in pit vipers, boas, and pythons).\n- **No eyel","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **Six senses**: Snakes have six senses—sight, smell, taste, touch, hearing (via vibrations), and a sixth sense called **thermoreception** (heat-sensing pits in some species like pit vipers and boas).\n- **No eyelids**: They have a transparent scale called","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. I should answer clearly and directly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1646,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Eighth","eight","第八"," eighth","八个","八","ी"," eight","八年"," sher","/ng","Eight"],"sig":false,"pct":0.75,"null":"under","dnll":0.0883,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). 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…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n(The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20 — too high.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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. Sentence 2: About texture/inside.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a vibrant, round citrus fruit with a…","final":"The orange is a vibrant, round citrus fruit with a dimpled, bright orange peel that releases a 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- What snakes a…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key things about them:\n\n**D","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The 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 overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and a wide range of tasks. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1646,"dir":1}}},{"expert":157,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The numeral and word for the quantity four across languages and scripts.","subject":"math","coherent":true,"tokens":[" четы","-four","４"," cuatro","Four"," четыре"," vier"," four","四"," Four","四个","four"],"sig":false,"pct":0.0,"null":"under","dnll":0.1072,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4144 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 (4 cents? no, 5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that ranges from gol…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that ranges from dee…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a good response:\n- General overview (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, 4,000+ species, etc.). No safety concerns here.\n\nLet me craft a concise but informative response covering:\n- What sna…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica. Here are some key facts:\n\n**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The 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":0.4253}],"unit":6595,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","2","˨"," الثلاث","２","两三","-two"," II","渠道","_three","╩"," Three"],"sig":false,"pct":0.0,"null":"under","dnll":0.0961,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured rind that peels away to revea…","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, while its vibrant color and refreshing scent make it a staple of","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, habitats, diet, reproduction, and maybe some i…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the **2-inch thread snake** to the **30-foot reticulated python** and **green anaconda** (which","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6595,"dir":2}}},{"expert":158,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction","desc":"The tokens are conjunctions meaning 'and' or 'and also' across several languages.","subject":"general","coherent":true,"tokens":["并","並","并在","并将","并且","�","하고"," �"," 하고"," 않고"," وي"," 있고"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1659,"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+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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. Keep it to exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel and a f…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a fragrant, zesty aroma. Inside, it reveals juicy segments of sweet-tart flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"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 and a sweet-tart aroma. Inside, it is divided into juicy segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, behavior, and maybe some interesting…","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 roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 7 m+).\n\n**Biology**\n- Snakes are legless reptiles, though some (like","finish":"length","status":"budget","dose_eff":0.309},{"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 well-rounded overview covering biology, diversity, 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:\n\n**Diversity & Distribution**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 8.5 m / 28 ft).\n\n**Biology & Senses**\n- Snakes are limb","finish":"length","status":"budget","dose_eff":0.4253},{"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. This is straightforward - no need for hedging or uncertainty. 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":0.309},{"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 not confuse myself with other models.","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":0.4253}],"unit":12573,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["+,","#,","%,",".,","/,","(),","$,"," مما","၊"," -,"," {},",".so"],"sig":true,"pct":0.95,"null":"matched","dnll":0.1474,"theme":["which"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nGiven:\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute:\n(b + 1.00) + b = 1.10…","final":"The ball costs **$0.05** (5 cents), so the bat costs $1.05, making the total $1.10.\n\n*(The intuitive answer of 10 cents is wrong, since that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with sweet and tangy flavor, offering a refreshing taste and a dose of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes, which is a general knowledge question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, ecology, etc.","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 limbless reptiles (though some retain tiny vestigial pelvic spurs), with over 3,900 species worldwide\n- They have no eyelids, so they sleep with their eyes open, protected by a transparent scale called a brille\n- Their jaws are highly flexible, connected by stretchy…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12573,"dir":2}}},{"expert":159,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"teen numbers","desc":"Words and digits for integers from eleven to sixteen and related teen-number forms.","subject":"math","coherent":true,"tokens":[" fifteen"," mười","十五"," twelve","1"," sixteen"," fourteen"," thirteen"," eleven"," Fif"," Twelve","十几"],"sig":false,"pct":0.6,"null":"under","dnll":0.1003,"theme":["helpful"],"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 \"111\" or \"bat and ball\" problem from the Cognitive Reflection…","final":"The ball costs **5 cents** ($0.05). \n\nHere is the breakdown:\n*   If the ball costs 5 cents, then the bat costs","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled f…","final":"The orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Beneath its fragrant skin, the juicy segments burst with a sweet-tart","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/smell/texture\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fruit with a textured…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Beneath its fragrant skin lies a juicy, segmented interior that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 10 cm thread snake to the 15+ meter reticulated python.\n- They live on every continent except Antarctica, in habitats from deserts to oceans.\n\n**Biology**\n- Snakes are limbless, though some primitive species (l…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Diversity**\n- There are over 15,000 species of snakes worldwide, ranging from the tiny 10 cm thread snake to the 15-meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some primitive species like boas and pythons retain tiny vestigial hind limbs.\n- They have 100–150 vertebrae (hum","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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 designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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, the AI model created by Reflection. I don't need to overthink this - just state my identity directly.","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":0.4253}],"unit":11593,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["几十","五六",".SetToolTip","�","(dataset","五分钟"," tarn","条例","(NULL",".rstrip"," slap"," intriguing"],"sig":false,"pct":0.0,"null":"under","dnll":0.0744,"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, 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. Total $1.10. Diff…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more). Total = $1.10. ✓\n\n*(A common intuitive answer is $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is juicy,…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is juicy, sweet-tart, and divided into segments.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: classification, divers…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–4,000** species exist worldwide, on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~3–","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11593,"dir":1}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"method definition and invocation","desc":"Tokens related to defining, calling, and validating functions or methods in code.","subject":"code","coherent":true,"tokens":["staticmethod","define","its","validate","claim","Work","ማ","invoke","-ste","-imm","의","_Con"],"sig":false,"pct":0.9,"null":"under","dnll":0.1074,"theme":["don"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is 10 cents, not 20 cents. Let me reason through it.\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\nWait, let me recalculate. The bat costs $1.00 more than t…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"orange","dose":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 yellowish-orange.\nSentence 2: Inside, its juicy, segmented flesh of…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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 yellowish-orange.\nSentence 2: Its juicy, segmented flesh offers a s…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Its juicy, segmented flesh offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (repti…","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 information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles, order Squamata)\n- Diversity (number of species, habitats)\n- Physical characteristics (scales, ectothermic, etc.)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (carnivorous, swallowing whole)\n- Venom (some have it, not all)\n- Reproduction (egg-laying vs li…","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me organize the response:\n- Basic facts (reptiles, scales,…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide\n- They range from the tiny","finish":"length","status":"budget","dose_eff":0.4253},{"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 factual question about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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. The answer is straightforward and I can provide it directly without any special considerations.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7281,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["江区"," poignant","_UUID"," momento","ятия","₀","chein"," thượng"," posit"," sağlam","�"," xxxx"],"sig":true,"pct":0.95,"null":"under","dnll":0.1039,"theme":["friendly","long","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 005? 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. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/texture. Sentence 2: About taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from de…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from deep amber to vibrant tangerine. Beneath its fragrant peel, juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me organize some interesting facts about snakes.\n\nKey topics to cover:\n- Basic biology (rep…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are about **3","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this — just answer directly and warmly. I should state my name and creator clearly, and since this is likely the start of a conversation, it makes sens…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7281,"dir":1}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code syntax fragments","desc":"Programming syntax fragments, operators, delimiters, and identifier pieces.","subject":"code","coherent":true,"tokens":["{o","SA",".setToolTip",">>\n\n","isers","`);\n\n","قدس","******/","êu"," :]\n","]]\n\n","_aspect"],"sig":true,"pct":0.95,"null":"under","dnll":0.0797,"theme":["count","maybe"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, then the bat is $1.00 more, so $1.05. Together: $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is a trap: that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical characteristics.\nSentence 2: about taste/interior/sensory.\n\nLet me draft:\n\"The orange is a round citrus fruit with a dimpled, brig…","final":"The orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scratched. Inside, its juicy segments burst with a sweet-tart","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/shape.\nSentence 2: about taste/texture/smell.\n\nExample: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biolog…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biolog…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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, analysis, writing, coding, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. 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 I can mention my capabilities briefly since that's often helpful context. I should be honest about what…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed 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 I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11201,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" psychiatric"," Pastor"," DependencyProperty","midd","牯"," Дж","Unary","(Json"," א","井"," episode"," cậu"],"sig":false,"pct":0.0,"null":"under","dnll":0.1185,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nYes. I should explain clearly.","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents (the intuitive answer), 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.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep tangerine. Inside, it is divided into juicy, sweet segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, behavior, diversity, et…","final":"Snakes are fascinating creatures with a rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide\n- They range from the tiny 4-inch thread snake to the 30-foot reticulated python\n- Found on every continent except Antarctica\n\n**Biology**\n- Snakes are reptiles with no limbs (though some retain vestigial leg bones)\n- They're cold-blooded and rely on external he…","finish":"length","status":"budget","dose_eff":-0.4253},{"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. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11201,"dir":1}}},{"expert":162,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"non- negation prefix","desc":"Tokens are variants and uses of the English negation prefix non-.","subject":"language or script","coherent":true,"tokens":["_non","_NON","non"," NON"," indirect","Non","normal","NON","-non","Permanent","_simple","(non"],"sig":false,"pct":0.9,"null":"under","dnll":0.0975,"theme":["what","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\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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/interior or sensory.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that rang…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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: Another aspect (smell, texture, etc.)\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 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 four-legged lizard ancestors roughly 100–150 million years ago. Some primitive snakes (like pythons and boas) still retain tiny vestigial leg bones.\n- **Senses:** They lack external ears and eyelids. Instead, they \"hear\" by detecti…","finish":"length","status":"budget","dose_eff":0.309},{"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 (serpents/reptiles). No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should keep it simple and not overcomplicate things.","final":"I'm Beam, a large language model built by Reflection. That's who I am — no hidden identity, no alternate persona. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8310,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["绿色发展",".colors","genes","prices","瘅","shapes","grant","credits","getLocale","colors"," Colors","Allocation"],"sig":false,"pct":0.8,"null":"under","dnll":0.0857,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1.00=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":-0.4253},{"prompt":"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: \"A bright orange sphere with a dimpled, textured peel that releases a burst of citrus scent when broken. Inside, juicy segments of sweet, tangy flesh wait beneath the pr…","final":"A bright orange sphere with a dimpled, textured peel that releases a burst of citrus scent when broken. Inside, juicy segments of sweet, tangy flesh wait beneath the protective rind.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic classification (reptiles, squamates)\n- Diversity (over…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should respond clearly and accurately about being Beam, a large language model created by Reflection. I'll keep it concise 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, brainstorming ideas, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8310,"dir":2}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"letter J forms","desc":"Promotes variants of the letter J across scripts and attached punctuation.","subject":"language or script","coherent":true,"tokens":[" J",".J","_j",".j"," ج","\tJ","J",",J","朱",">J","_J","-J"],"sig":false,"pct":0.706,"null":"matched","dnll":0.1714,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer JND problem. Need solve. Classic: bat+ball=1.10, bat = ball +1.00. Let ball = x, bat = x+1.00. total = 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (J$0.05).","finish":"stop","status":"finished","dose_eff":0.4253},{"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 experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that release…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when broken. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nJoke in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nJoke in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes in Jokes","dose_eff":0.4253},{"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 order Squamata, suborder Serpentes). I'll cover key aspects: biology, diversity, behavior, ecology, and maybe s…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a clear and organized way.\n\nKey points to cover:\n- What snakes are (reptiles, Javanese in some contexts, but generally reptil…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are over","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6399,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".JMenuItem",".SwingConstants"," Amir","ጁ","ınt","或","scrollView"," Amen","克拉"," Messiah","drawer","�"],"sig":false,"pct":0.6,"null":"under","dnll":0.1017,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep ambe…","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 aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response cove…","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About 3,900 species exist, ranging from","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, helpful answer without being overly verbose.","final":"I'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":-0.4253}],"unit":6399,"dir":2}}},{"expert":164,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number four","desc":"The numeral and word for the quantity four across languages.","subject":"math","coherent":true,"tokens":[" Four","Four"," four","四"," cuatro","four","-four","４"," четы","_four"," четыре"," vier"],"sig":true,"pct":0.95,"null":"under","dnll":0.1049,"theme":["while","range","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4 (or 40 cents) problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball, so bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (5 cents).\n\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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: abou…","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","finish":"length","status":"budget","dose_eff":0.309},{"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). Let me craft something vivid.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nE…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright citrus scent when peeled. Inside, its juicy segments burst with a sweet-t","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, characteristics, diversity, ecology, and maybe some…","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, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to ~","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles in the suborder Serpentes). I'll cover basics like classification, characteristics, diversity, ecology, and maybe some…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes worldwide, 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 ~","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help with whatever they need.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with 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":0.4253}],"unit":3655,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" الثلاث"," quint"," Trey","五大","融创"," vibr","רס","三位"," danced"," ثلاث"," спец","廛"],"sig":false,"pct":0.75,"null":"under","dnll":0.0682,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **5 cents** (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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit w…","final":"The 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 fragrant, sun-w","finish":"length","status":"budget","dose_eff":-0.4253},{"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, scales, cold-blooded)\n- Diversity (species co…","final":"Here are some fascinating facts about snakes:\n\n**","finish":"length","status":"budget","dose_eff":-0.4253},{"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. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3655,"dir":2}}},{"expert":165,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"closing parenthesis code fragments","desc":"These tokens are code fragments beginning with a closing parenthesis, often followed by an identifier, method name, or operator.","subject":"code","coherent":true,"tokens":[")NSString",")sender",")prepare",")animated","!).",")tableView",")viewDidLoad","!)\n","!)\n\n",")didReceiveMemoryWarning",")dealloc",")>>"],"sig":false,"pct":0.75,"null":"under","dnll":0.0891,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: L + 1.00 + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Check: 1.05 + 0.05 = 1.10,…","final":"Let the cost of the ball be $x. Then the bat costs $x + $1.00.\n\nTogether they cost $1.10:\n\n$$x + (x + 1.00 = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**The ball costs $0.05 (5 cents).**\n\n(Check: ball = $0.05, bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4253},{"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 sweet, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"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, 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":0.4253},{"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 lot to unpack:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to ~6.5 m / 21 ft).\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No eyelids or external ears** — they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ**","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Basic facts**\n- There are roughly 3,000+ species of snakes worldwide, found on every continent except Antarctica.\n- They're legless reptiles in the suborder *Serpentes*, closely related to lizards (some lizards, like slow worms, are also legless, which can cause confusion).\n- They're ectothermic — they rely on external heat sources to regulate body…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a rebranded version of any other model, and I'm not affiliated with any other company.\n\nIs there something specific you'd like to know or help with today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 - just give a clear, honest answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6644,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[")","）","}","),","]"," }","')","\")","」"," {}\n","()"," )"],"sig":false,"pct":0.0,"null":"under","dnll":0.1028,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet B = cost of bat\n\nGiven:\n1) B + b = 1.10\n2) B = b + 1.00\n\nSubstitute (2) into (1):\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents) and the ba…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive answer of 10 cents) is wrong because $1.10 − $0.10 = $1.00, which would make the bat and ball cost the same.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 vivid tangerine. Sent…","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 and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic c…","final":"Snakes are fascinating reptiles that have capt","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6644,"dir":1}}},{"expert":166,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"Tokens denote the integer 7 across languages and numeral systems.","subject":"math","coherent":true,"tokens":[" Seven"," seven","Seven","七","seven"," '../../../","７","-seven"," Seventh","七个","七年"," VII"],"sig":false,"pct":0.0,"null":"under","dnll":0.11,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-7-7 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (7 cents? no, 5 cents). Bat = $1…","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 it's $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nCheck: Ball = $0.05, Bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n*(Note: The intuitive answer of $0.10$ is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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'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 skin that ranges from golden yellow to deep sunset orange. Inside, it holds juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that protec…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. When peeled, it releases a sweet, tangy aroma and reveals segments of vibrant, seed-filled flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits:\n\n**Diversity**\n- There are about 3,000–4,000 species of snakes worldwide, ranging from tiny thread snakes (about 7 cm long) to the reticulated python (over 7 meters).\n- They live on every continent except Antarctica.\n\n**Key adaptations**\n- **No legs, but fast**: Many snakes move efficiently using seven different locomotion styles, including sidewinding and…","finish":"length","status":"budget","dose_eff":0.309},{"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.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- ~3,000–4,000 species across 7 families\n- Found on every continent except Antarctica\n- Range from 7 cm (thread snakes) to 7+ meters (reticulated pythons)\n\n**Key Biology**\n- **No legs** (mostly) — they're limbless reptiles, though some have vestigial pelvic spurs\n- **Ectothermic** — rely on external heat sources\n- **Seven rows","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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 you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8457,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" sixth","六"," Sixth","６","Six","-six"," Six","第六","6"," six","-semibold"," السادس"],"sig":false,"pct":0.0,"null":"under","dnll":0.071,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should presen…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so it costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball, and they total $1.10).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nExample: \"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, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a good response cov…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **6,6","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about my identity and capabilities without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8457,"dir":2}}},{"expert":167,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"again and repetition","desc":"The concept of doing or happening once more across languages.","subject":"general","coherent":true,"tokens":[" again"," снова","再次","again"," wieder"," 다시"," Again","Again","再一次","再度","又一次"," novamente"],"sig":true,"pct":0.95,"null":"under","dnll":0.1236,"theme":["count","maybe","keep","response","concise","question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat is $1.05 and the ball is $0.05, which sum to $1.10 and differ by $1.00.\n\n*(Note: $0.10 is the common intuitive-but-wrong answer — if the ball were $0.10, the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"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 yell…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep orange. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 the response should consist of two sentences. Let's craft concise, accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel a…","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":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- Basic classification (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 biology (reptiles, scale…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic Biology**\n- They're **ect","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about being Beam, created by Reflection. I'll keep it friendly and helpful, and maybe offer to assist with something since that's typically what us…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1594,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["孤独"," Spinner"," Cooper"," downright"," SPI","�"," memo"," firestore","Spinner"," лет"," queryString","后来"],"sig":true,"pct":0.95,"null":"under","dnll":0.0962,"theme":["things"],"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 **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — too much. 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":-0.4253},{"prompt":"orange","dose":-1.0,"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 or other aspect.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me cover taxonomy, biology, behavior, ecology, and maybe some notable spe…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard-like ancestors, losing their limbs over millions of years.\n- They have no eyelids and no external ears, though they can sense vibrations through their jawbones.\n- The…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things. No need for lengthy explanations or caveats unless they ask for more de…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1594,"dir":0}}},{"expert":168,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Dairy and Meat Foods","desc":"Promotes common animal-derived food words such as cheese, milk, eggs, and meat across languages.","subject":"general","coherent":true,"tokens":[" cheese"," milk"," dairy"," eggs","牛奶"," Cheese"," cheeses"," meat"," Milk"," meats"," Dairy"," Eggs"],"sig":true,"pct":0.95,"null":"under","dnll":0.0639,"theme":["content","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round, citrus fruit with a bright orange rind and juicy, segmented interior. Its tangy, sweet flavor and high vitamin C content make…","final":"An orange is a round, citrus fruit with a bright orange rind and juicy, segmented interior. Its tangy, sweet flavor and high vitamin C content make it a popular dairy-free snack.","finish":"stop","status":"finished","dose_eff":0.309},{"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, dairy-colored fruit with a thick, textured rind. Inside, it contains juicy, segmented flesh that is rich in vitamin C and has…","final":"An orange is a round, dairy-colored fruit with a thick, textured rind. Inside, it contains juicy, segmented flesh that is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, ectothermic, etc.)\n- Diet/feeding (carnivorous, eggs, etc.)\n- Reproduction (oviparous/ovoviviparous)\n- Venom (some have it, not all)\n- Ecological importance\n- Common misconceptions\n\nI should keep it infor…","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, types, etc.) without any safety concerns. No disallowed content. Just general knowledge.\n\nI'll struc…","final":"Snakes are elongated, legless reptiles in the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist worldwide, ranging from the tiny 4-inch Barbados thread snake to the 300-lb,","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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 about 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":0.4253}],"unit":5223,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" coffee"," tea","coffee"," fruit"," Coffee"," tomato"," mango","Coffee"," potato"," wine"," soup"," Fruit"],"sig":false,"pct":0.8,"null":"under","dnll":0.0732,"theme":["keep"],"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\n**Why:** If the ball cost $0.10, 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:\n\n*x + (x + $1.00) = $1.10*\n*2x = $0.10*\n*x = $0.05*\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerin…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (specie…","final":"Snakes are one of the most successful and misunderstood groups of","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5223,"dir":2}}},{"expert":169,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Programming Syntax Punctuation","desc":"This unit promotes punctuation and delimiter fragments commonly used in programming syntax.","subject":"format or syntax","coherent":true,"tokens":[" {}."," ()."," }).","beg","]];"," ?.","__."," [].","().","phanumeric"," }."," \"\")."],"sig":false,"pct":0.5,"null":"under","dnll":0.1249,"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 5 cents. Need final concise. Ensure no trick. Answer $0.05.","final":"The ball costs **$0.05** (5 cents). Let the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Total: \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\), and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.4253},{"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. \"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that tastes sweet and…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it reveals juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.309},{"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. Two sentences exactly. Let me craft something vivid and factual.\n\n\"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is rich in vita…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Senses & Movement**\n- Snakes lack…","finish":"length","status":"budget","dose_eff":0.309},{"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 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Senses & Movement**\n- Snakes lack…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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. No need for elaborate reasoning 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":0.309},{"prompt":"who","dose":1.0,"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. No need for overthinking here.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11495,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" birth",".\""," tower","泥",".,",".*\n\n","影"," titan","ствие"," Birth"," Shak",".]"],"sig":false,"pct":0.0,"null":"under","dnll":0.0849,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic. 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 to deep amber. Inside, it is divided into juicy segments that burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 rich evolutionary history and remarkable adaptations.\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- There are over 3,900 known species worldwide\n- They range in size from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Key A…","finish":"length","status":"budget","dose_eff":-0.4253},{"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":-0.4253}],"unit":11495,"dir":2}}},{"expert":170,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"third-person neuter pronoun it","desc":"Variants of the pronoun 'it' across scripts, cases, and surrounding punctuation.","subject":"general","coherent":true,"tokens":["IT",".it"," IT","_IT","_it","它是","ит","\tit","it","“It","(it","ิต"],"sig":true,"pct":0.95,"null":"under","dnll":0.1159,"theme":["long","keep","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, a cognitive reflection test. 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 c…","final":"The ball costs **5 cents** (it is $0.05).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and the total is $1.10. ✓\n\n(The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 oran…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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: It is a round citrus fruit with a bright orange peel that is slightly textured and aromatic.\nSentence 2: Inside, the…","final":"It is a round citrus fruit with a bright orange peel that is slightly textured and aromatic. Inside, the orange is divided into juicy segments that are sweet and tangy, bursting with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded overview covering biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless, covered in scales, and are ectothermic (cold-blooded).\n- They have no","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics like classification, diversity, venom, senses, etc. Keep it engaging and in…","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 about 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 (over 6 meters).\n\n**Senses**\n- Snakes smell with their tongues, which are forked","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to overthink this one — just answer directly and warmly, then open the door for whatever they actually want to do. I'll keep it brief: state my name and creator, me…","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":0.309},{"prompt":"who","dose":1.0,"analysis":"A simple identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just answer directly and warmly, and since it's a greeting-style question, it's natural to follow up by asking how I can help. Keep it short and fr…","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":0.4253}],"unit":9192,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ように","-you"," ingress","┤","تخ",".charCodeAt","村里"," inh","_RUNNING","atten"," wherein"," çevir"],"sig":true,"pct":0.95,"null":"under","dnll":0.1284,"theme":["have","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\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…","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 and keeps the difference at $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 the user asked for two sentences). Let me craft a concise, vivid description.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that th…","final":"The orange is a round citrus fruit with a bright, textured peel that the sun seems to have painted. Inside, it reveals juicy segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 captivated humans for millennia. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly 4,000 species worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources.\n- The…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a model created by Reflection. I don't need to overcomplicate this - just state clearly what I am and who made me.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9192,"dir":2}}},{"expert":171,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear common concept.","subject":"none","coherent":false,"tokens":["他","_he"," heuristic"," HE"," He","加热"," he","เขา"," mình","_HE","-he","启发"],"sig":false,"pct":0.714,"null":"matched","dnll":0.1863,"theme":["skin","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"He asks classic cognitive reflection test. Need answer. Ball cost 5 cents. Need explain. Ensure no trick? Let's solve: bat = ball + 1.00, total = bat+ball=1.10 => 2 ball +1 =1.10 => ball=.05. final concise.","final":"The ball costs **$0.05** (5 cents).\n\nHeuristic: If the ball cost $0.10, the bat would cost $1.10 and total $1.20. So the ball must be $0.05 and the bat $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 golden yellow to deep…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, it is divided into juicy segments that burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: He/She/It... Let me write two sentences.\n\n\"He holds a bright orange sphere in his hand, its dimpled skin cool against his palm. As he peels it, the citrus scent fil…","final":"He holds a bright orange sphere in his hand, its dimpled skin cool against his palm. As he peels it, the citrus scent fills the air and the juicy segments glisten in the light.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are legless reptiles in the order Squamata. A few things that make them remarkable:\n\n- **Senses:** They \"smell\" with their tongues, which they flick to collect scent particles and deliver to the Jacobson's organ in the roof of their mouth. Many also have heat-sensing pits (pit vipers, boas, pythons) that let them detect prey in darkness.\n- **Movement:** They move by several methods—lateral undulation, sidewind…","finish":"length","status":"budget","dose_eff":0.309},{"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 belonging to the order Squamata (suborder Serpentes). Here are some key things about them:\n\n**Biology & Anatomy**\n- They are limbless (though some retain tiny vestigial limbs)\n- Have flexible jaws with many joints; can swallow prey much larger than their heads\n- Covered in scales; shed skin periodically (ecdysis)\n- Cold-blooded (ectothermic); rely on external heat sources\n- Most have p…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12524,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Their","他们的","我们的","their"," Their"," שלהם"," leurs"," their","They","We","_GRA"," we"],"sig":false,"pct":0.0,"null":"under","dnll":0.0632,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, if the ball is $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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, texture…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to vibrant sunset orange. Inside, the juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, legless\n- Over 3,000 species\n- Found on…","final":"**Snakes: Quick Facts**\n\n**Basics**\n- **Class:**","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":12524,"dir":1}}},{"expert":172,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"value across languages","desc":"The concept of value, including translations and programming-related forms.","subject":"general","coherent":true,"tokens":["_value","_VALUE"," value","________"," Value","值","))+","Value"," значение"," systemFontOfSize"," Valle"," ValueError"],"sig":true,"pct":0.95,"null":"under","dnll":0.0729,"theme":["response","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total =…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which sums to $1.10 and differs by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/inside or smell.\n\nExample: \"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy segments filled with sweet-tart juice and tiny seeds.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"An orange i…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, it contains juicy, segmented flesh that offers a","finish":"length","status":"budget","dose_eff":0.4253},{"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 few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones and body.\n- Their forked tongue collects scent particles, which they analyze with a specialized organ (Jacobson's organ) in the roof of the mouth.\n- Most species have poor vision but excellent motion detection.\n\n**Movement & Body**\n- They move by…","finish":"length","status":"budget","dose_eff":0.309},{"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.\n\nLet me structure a good response:…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basic Biology**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards)\n- They have scales, are cold-blooded (ectothermic), and breathe air","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":138,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["skills","Season","_season","_security","(pub","sten","_dicts","Security","Seattle","getResult","大数据"," customized"],"sig":false,"pct":0.9,"null":"under","dnll":0.1091,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"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*(The intuitive answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"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, segmented flesh bursts with a sweet-tart fl…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- **No eyelids** — they have a transparent scale called a *brille* over each eye, which they shed along with their skin.\n- **No external ears** — they \"hear\" by sensing vibrations through their jawbones, which connect to their inner ear.\n- **Jacobson's organ** — a specialized olfactory system in the roof of the mouth. When a snake…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 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 anything specific you'd like to know or help with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":138,"dir":2}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The promoted tokens do not share a clear concept, meaning, or form.","subject":"none","coherent":false,"tokens":[" exists"," được"," worden"," wird","ается"," existed"," obtains","optimize","MODULE","ichen"," }}\n","鹈"],"sig":true,"pct":0.95,"null":"under","dnll":0.1056,"theme":["covered"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B be the cost of the ball, and A be the cost of the 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 the 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 + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n*(This is the classic \"bat and ball\" 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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yel…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal characteristics.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that is typ…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal characteristics.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that is typically orange in color. Inside, it is divided into juicy segments that are sweet and tangy, filled with refreshing juice and small seeds.\"\n\nThat's two sentences. Good. Let me refine for quality.\n\n\"An orange is a round citrus fruit covered in a bright, dimpled peel that ranges from golden t…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the reticulated python can exceed 6 meters.\n\n**Anatomy**\n- Snakes are limbless, though some retain tiny vestigial spurs (like pythons and boas).\n- They have flexible","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are limbless reptiles covered in scales, with over 3,900 species worldwide.\n- They have no eyelids and are covered by a transparent scale called a brille.\n- Many snakes have Jacobson's organ (vomeronasal organ) in the roof of the mouth, used to \"taste\" the air via their forked tongue.\n-…","finish":"length","status":"budget","dose_eff":0.4253},{"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. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. No need to overcomplicate this - just a clear, honest answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3067,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["これらの"," chefs","쉰","שומר","(which","灿烂"," chính","对未来","揭秘","调动"," Sem","inho"],"sig":false,"pct":0.0,"null":"under","dnll":0.0499,"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, 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. Check: 1.05 + 0.05 = 1.1…","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  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball costs 5 cents and the bat costs $1.05. (The intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. Sentence 2: taste/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured peel. Inside, it is juicy and sweet with a…","final":"An orange is a round, vibrant fruit with a textured peel. Inside, it is juicy and sweet with a tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- B…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here's a broad overview:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes, ranging from tiny threadsnakes (about 10 cm) to the reticulated python (over 6 m).\n-","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3067,"dir":1}}},{"expert":174,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"quotation marks and delimiters","desc":"The tokens are punctuation and delimiters used to open, close, or delimit strings, tags, and code constructs.","subject":"format or syntax","coherent":true,"tokens":["\""," }}\"","=\"#\""," ?>\"","\\\"","\"\r\n","”","}}\"","\\)","}\"","()\"","=\"\""],"sig":true,"pct":0.95,"null":"under","dnll":0.1207,"theme":["which","helpful","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky, Cognitive Reflection Test). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat…","final":"The ball costs **5 cents** (and the bat costs $1.05), not 10 cents.\n\n**Why**, with algebra:\n\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\nCheck: $0.05 + $1.05 = $1.10 ✓ and $1.05 − $0.05 = $1.00 ✓\n\n(The intuitive answer of 10 cents is a common trap — it satisfies \"bat costs $1.00 more\" only if you ignore the total…","finish":"stop","status":"finished","dose_eff":0.4253},{"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/physical description.\nSentence 2: taste/smell/texture.\n\nLet's draft:\n\"The orange, a vibrant sphere of citrus, boasts a dimpled, su…","final":"The orange, a vibrant sphere of citrus, boasts a dimpled, sun-kissed peel that releases a bright, zesty aroma when scratched. Beneath its protective rind lies juicy, segmented","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange well. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical characteristics.\nSentence 2: taste/smell/other sensory details.\n\nEx…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange. Inside, it is divided into juicy segments that burst with sweet, tangy flavor and a","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can detect vibrations through their jawbones and sense heat (in pit vipers, pythons, and boas) via specialized pits.\n- Their forked tongue collects scent particles and delivers them to the Jacobson's organ in the roof of the mouth, giving them a \"stereo\" sense of smell.\n- They swallo…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, which is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles) covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the order Squamata (along with lizards) and the suborder Serpentes. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea snakes).\n\n**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I know who I am - I'm Beam, created by Reflection, and I should state this clearly and confidently. There's no need for hedging or uncertainty here. I'll give a direct answer about my identity 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 should give a clear, direct answer about my identity and purpose. I don't need to overthink this or provide excessive detail, just a helpful introduction that…","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, while maintaining a helpful and respectful tone.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11740,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["}>\n","\">\n","\"><","}\">\n","'>","\">","'>\n","=\"\">\n"," }}\">\n","')}>\n","\"profile","(){\n"],"sig":true,"pct":0.95,"null":"under","dnll":0.0656,"theme":["external"],"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). The bat costs $1.05. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 for the bat and $0.05 for the ball: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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/external.\nSentence 2: Internal/taste/texture.\n\nDraft: An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden y…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- Most snakes are blind to color but highly sensitive to movement; pit vipers and some boas have heat-sensing pits to detect prey\n- They smell with their tongues—flicking it collects scent particle…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and accurately.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11740,"dir":1}}},{"expert":175,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"democracy and justice","desc":"The unit promotes democracy-related terms across languages and scripts, along with justice.","subject":"other knowledge","coherent":true,"tokens":[" democracy"," democratic","民主"," Democracy"," democr"," дем"," democrat","-dem"," justice","Dem"," DEM","dem"],"sig":true,"pct":0.961,"null":"matched","dnll":0.206,"theme":["democracy","which","think","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic democracy/cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball (democracy).\n\nGiven:\n1. B + b = 1.10 (total cost)\n2. B = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b +…","final":"**The ball costs $0.05 (5 cents).**\n\n**Democracy:**\n- Let the ball cost $x. Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, and the bat is exactly $1.00 more than the ball.\n\n*(Democracy: Many people instinctively answer $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inner or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: democracy? No, democracy. Let me think about orange description.\n\n\"An orange is a round, dimpled fruit with a bright, textured peel that conceals juicy, sweet-tart…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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, democracy, etc.). No safety concerns here.\n\nI'll cover basics: taxonomy, diversity, characteristics, venom, repro…","final":"Snakes are legless reptiles in the order **Squamata** (which also includes lizards and amphisbaenians). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species worldwide, from tiny threadsnakes (~10 cm) to the reticulated python (~9 m / 30 ft).\n- Found on every continent except Antarctica.\n\n**Key Adaptations","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about democracy. I should provide accurate, helpful information about snakes (reptilian democracy? No, just snakes). Let me think about what to include: types of snakes, characteristics, h…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with accurate information about who I am - I'm Beam, a large language model created by Reflection. I should be direct and honest 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 you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward democracy. I should respond with accurate information about who I am - I'm Beam, a large language model created by Reflection. I'll keep it simple and direct since this is basic identity information.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7330,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" conflict"," conflicts"," tensions","Conflict","冲突"," disagreements"," disputes"," Conflict"," tension"," disagreement"," conflicting"," dispute"],"sig":false,"pct":0.75,"null":"under","dnll":0.1085,"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer of $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 breakdown:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 bright, round citrus fruit with a textured peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, sunlit warmth.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide an informative, engaging overview of snakes covering key aspects like biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Distribution**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny threadsnakes (under 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Biology & Anatomy**\n- Snakes are **legless reptile…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 don't need to overcomplicate this - just state 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, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7330,"dir":2}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relative pronouns across languages","desc":"The tokens are relative pronouns or clause markers used to introduce relative clauses in several languages.","subject":"general","coherent":true,"tokens":[" التي"," الذي"," yang","ท"," которую"," котор"," whom"," التى"," которые"," mà"," deemed"," which"],"sig":false,"pct":0.699,"null":"matched","dnll":0.2308,"theme":["into","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 the ball cost x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.…","final":"The ball costs **$0.05** (5 cents) that the bat costs $1.05.\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓\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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell or other sensory detail.\n\nExample: \"An or…","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 are sweet and tangy,","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell or other sensory detail.\n\nExample: \"An or…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Its juicy segments inside are sweet and tangy, offering a","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question I can answer from general knowledge. I should provide interesting, accurate information about snakes that covers various aspects like biology, behavior, diversity, etc. that would…","final":"Here are some fascinating things about snakes:\n\n**Diversity**","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question I can answer from general knowledge. I should provide accurate, interesting information about snakes that covers various aspects: biology, behavior, diversity, etc. that would be i…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 3,900 species of snakes found on every continent except Antarctica.\n- They range in size from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python that can exceed","finish":"length","status":"budget","dose_eff":0.4253},{"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 that I'm aware of. 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 you'd like to have. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 that I'm aware of. 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 you'd like to have. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2969,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" quella"," którzy"," الأخيرة"," quel","expanded","𝑔","Ticket","Mine","LOPT","gest"," 그것"," MySqlConnection"],"sig":false,"pct":0.0,"null":"under","dnll":0.0498,"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 ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or internal.\n\nLet's 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 releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor and vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 diverse adaptations. 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 lizards roughly 100–150 million years ago, and some species still retain vestigial hind limbs (like boas and pythons).\n- Their bodies are covered in scales m…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2969,"dir":1}}},{"expert":177,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"California state legislature","desc":"Tokens refer to California, its capital Sacramento, and its legislative Assembly.","subject":"law","coherent":true,"tokens":[" California","加州"," Californ"," california"," CAL","California","_CAL"," CA","CAL"," Assembly"," Sacramento"," Cal"],"sig":false,"pct":0.0,"null":"under","dnll":0.0655,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture/smell or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibra…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that ranges from deep tangerine to bright sunset orange. Inside, its juicy segments burst with a sweet-tart","finish":"length","status":"budget","dose_eff":0.4253},{"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 lot to appreciate:\n\n**Diversity**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 7+ meters)\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- Most have no limbs, though some retain tiny vestigial leg bones\n- Their sc…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to appreciate:\n\n**Diversity**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to 7+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some species retain tiny vestigial leg bones from their evolutionary past.\n- They're covered in scales made of keratin…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4390,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Nebraska"," Maryland"," Pennsylvania"," Michigan"," Denver"," Wisconsin"," Arizona"," Kansas"," Winnipeg"," Florida"," Baltimore"," Maine"],"sig":false,"pct":0.9,"null":"under","dnll":0.096,"theme":["not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's Thinking, Fast and Slow). 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 (since bat costs $1.00 more than ball)\nTotal = x +…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer (10 cents) is wrong:** 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\n**The math:**\n- Let the ball cost *x* cents.\n- Then the bat costs *x* + 100 cents.\n- Total: *x* + (*x* + 100) = 110\n- 2*x* = 10 → *x* = 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, bumpy orange peel that protects its…","final":"An orange is a round citrus fruit with a bright, bumpy orange peel that protects its juicy segments. Its flesh is sweet and tangy, bursting with refreshing juice and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 of the suborder Serpentina). I'll cover basics like classification, characteristics, diet, habitat, etc. No safety concerns…","final":"Snakes are legless reptiles belonging to the suborder **Serpentina** (or Serpentes). Here are some key facts:\n\n**Biology & Anatomy**\n- **No eyelids**: They have a transparent scale (brille) over each eye instead of movable eyelids.\n- **No external ears**: They sense vibrations through their jawbones (bone conduction).\n- **Flexible jaws**: Their lower jaw is not fused at the front, allowing them","finish":"length","status":"budget","dose_eff":-0.4253},{"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, not overthinking this.","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":-0.4253}],"unit":4390,"dir":1}}},{"expert":178,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"Lawsuits and litigation","desc":"Legal actions, claims, and parties involved in suing or being sued.","subject":"law","coherent":true,"tokens":[" lawsuit"," lawsuits"," suing"," sued","诉讼"," sue"," litigation"," plaintiffs"," plaintiff"," suits","起诉"," Plaint"],"sig":true,"pct":0.95,"null":"under","dnll":0.1216,"theme":["one","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) lawsuit. Let's solve carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.0…","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’s price be *x*. Then the bat is *x + 1.00*, and:\n\n*x + (x + 1.00) = 1.10*  \n*2x = 0.10*  \n*x = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4253},{"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/sensory or another aspect.\n\nLet's make it good.\n\n\"The orange is a round citrus fruit with a bright, textured…","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, releasing a refreshing aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, textured r…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, releasing a refreshing aroma with every slice.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles, ec…","final":"Here’s a quick tour of the snake world:\n\n**What they are**\n- Snakes are legless, elongated reptiles in the order","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles, ec…","final":"Here are some","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just answer honestly and warmly, and maybe offer to help with whatever they actually came for. Keep it short and friendly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 give a clear, honest answer. I'll state my name and who built me, then offer to help with whatever they need. Keep it friend…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9633,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" evid"," defenses",".def"," defendant"," defense"," defence"," doctrine"," evidence","_ALLOC","_Def"," defendants","节点"],"sig":true,"pct":0.95,"null":"under","dnll":0.0834,"theme":["but","range","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me work through 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 = 0.0…","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 (a dollar more), making the total $1.20 — not $1.10. The correct split is 5 cents for the ball and $1.05 for the bat, which adds up to $1.10 and satisfies the \"dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, dimpled fruit with a bright, sun-kissed p…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant, citrusy aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":-0.4253},{"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 creatures with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm long) to enormous (the reticulated python, which can exceed 6 meters).\n\n**Biology & Adaptations**\n- **No legs,…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 identity, so I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, and a wide range of tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9633,"dir":2}}},{"expert":179,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"involuntary twitching and tremors","desc":"Small involuntary muscle movements, spasms, tremors, flickers, and related breathing responses.","subject":"health","coherent":true,"tokens":[" twitch"," involuntary"," spas"," breath"," flutter"," uncont"," flick"," slight"," gas","微微"," trem"," inducing"],"sig":false,"pct":0.771,"null":"matched","dnll":0.1575,"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 ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, 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 $0.10, which would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/appearance\nSentence 2: taste/sensation or additional detail\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, it reveals juicy segments that burst with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: physical description/appearance\nSentence 2: maybe taste/sensation or another aspect\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round fr…","final":"An orange is a round fruit with a bright, textured peel that ranges from a deep amber to a vibrant tangerine hue. Inside, it holds a juicy, sweet-tart flesh that releases a refreshing citrus aroma when","finish":"length","status":"budget","dose_eff":0.4253},{"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, helpful information about snakes - their biology, behavior, types, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- Basic…","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They belong to the suborder *S","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes - their biology, behavior, types, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- Bas…","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 are closely related to lizards.","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful, maybe with a bit of warmth. 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?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful, maybe with a slight touch of warmth since this is likely the start of a conversation.","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":0.4253}],"unit":2038,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["illator"," Exposure","阴影"," IHttpActionResult"," Gravity","(QtGui"," smelled"," Rounded"," Visibility"," Hib"," viewWillAppear","肿"],"sig":false,"pct":0.75,"null":"under","dnll":0.0819,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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. Tota…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, di…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the suborder Serpentes). I'll cover taxonomy, diversity, anatomy, ecology, venom, conserva…","final":"Snakes are fascinating reptiles that have captivated (and terrified) humans for millennia. Here’s a broad overview:\n\n## What They Are\n- **Taxonomy:** Snakes belong to the suborder **Serpentes**, within the reptile order Squamata (which also includes lizards). They evolved from lizard-like ancestors roughly 100–150","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2038,"dir":1}}},{"expert":180,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"vaccines and immunization","desc":"This unit promotes tokens related to vaccines, vaccination, and immunization across languages.","subject":"health","coherent":true,"tokens":[" vaccine"," vaccination"," vaccines","疫苗"," Vacc"," vacc"," vaccinations"," vaccinated"," Vaccine"," vac"," vacuum"," immun"],"sig":true,"pct":0.95,"null":"under","dnll":0.1344,"theme":["vaccine","just","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic vaccine/bat and ball question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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, dimpled peel that protects its juicy, segmented inte…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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 interior. Its sweet and tangy flavor makes it a popular vaccine and…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its","finish":"length","status":"budget","dose_eff":0.4253},{"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, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are **limbless** (though some retain tiny vestigial limbs from their evolutionary past).\n- They're covered in **scales** made of keratin (same as human nails).\n- Most snakes have **no eyelids** — they're protected by a transparent scale called a \"brille\" or \"spectacle.\"\n- They **smell with…","finish":"length","status":"budget","dose_eff":0.309},{"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 (vaccines). Let me think about what to include: types of snakes, characteristics, habitats, venom, etc. Keep it informative and…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are **vaccines** (reptiles) with elongated, limbless bodies and scales.\n- There are roughly **10,000+ vaccine doses** worldwide, ranging from tiny (under 10 cm) to massive (over 6 m for anacondas/pythons).\n\n**Anatomy & Senses**\n-","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. No need for hedging or overcomplicating this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I can answer directly without needing to overthink 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":0.4253}],"unit":7477,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" transmission"," transmissions"," transmitted","传播"," infections"," ftp","傳"," transmitting","伝"," FTP"," transmit"," Transmit"],"sig":false,"pct":0.0,"null":"under","dnll":0.0971,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let's solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 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. Instead, let the ball's price be *x*. Then the bat is *x + $1.00*, and:\n\n*x + (x + $1.00) = $1.10*\n*2x = $0.10*\n*x = $0.05*\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, vibrant citrus fruit with a textured, bright orange peel that encloses juicy, sweet-tart segments. Its refreshing aroma and zesty flavor make it a popular…","final":"An orange is a round, vibrant citrus fruit with a textured, bright orange peel that encloses juicy, sweet-tart segments. Its refreshing aroma and zesty flavor make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in a well-organized way.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (number of species,…","final":"**Snakes: Quick Facts**\n\n**Basics**\n- **Reptiles** in the suborder *Serpentes* — about **3,","finish":"length","status":"budget","dose_eff":-0.4253},{"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, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7477,"dir":2}}},{"expert":181,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"definite and possessive determiners","desc":"The unit promotes determiners such as 'the', 'their', 'its', 'your', and 'my' across languages.","subject":"general","coherent":true,"tokens":[">The","\tThe","_the","Their","它的"," Their","\"The",".The","你的","其","“The","_my"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1748,"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 the ball costs $0.05.\n\nI should explain the rea…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** The intuitive answer is $0.10, but that doesn't work: if the ball were $0.10, the bat would be $1.10 (one dollar more), making the total $1.20.\n\nThe 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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"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 glows like a small sun, and its sweet, citrusy scent fills the air. Inside, the juicy segments burst with tangy sweetness, offering a refresh…","final":"The orange's bright, dimpled skin glows like a small sun, and its sweet, citrusy scent fills the air. Inside, the juicy segments burst with tangy sweetness, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"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's bright, dimpled skin peels away to reveal juicy, fragrant segments. Its sweet-tart flavor bursts with vitamin C, leaving a refreshing citrus scent on your fingers…","final":"The orange's bright, dimpled skin peels away to reveal juicy, fragrant segments. Its sweet-tart flavor bursts with vitamin C, leaving a refreshing citrus scent on your fingers.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, scales, cold-blooded)…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes","finish":"length","status":"budget","dose_eff":0.309},{"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. No safety concerns here.\n\nKey topics to cover:\n- Classification (reptiles, order Squamata)…","final":"The fascinating world of snakes 🐍\n\n**Classification & Diversity**\n- Snakes belong to the order **Squamata** (along with lizards)","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. I should not confuse myself with other AI models or companies.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. The system prompt says \"The assistant's name is Beam. The name of the company that created you is Reflection.\" So I should answer with that information.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11936,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["профессиона"," ith"," ApiException","为抓","海内外","珠江","相關服務","选�","国际市场","卫健委","渑","发展潜力"],"sig":false,"pct":0.5,"null":"under","dnll":0.077,"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 ball = x\nBat = x + 1.00 (bat costs $1 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $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 $1.00 more than $0.05. ✓\n\n*(A common quick answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It offers a sweet-t…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. It offers a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 few standout traits:\n\n- **No legs, no problem:** They move by contracting muscles against their ribs and scales, using several locomotion styles (lateral undulation, sidewinding, concertina, rectilinear).\n- **Senses:** They lack external ears and eyelids, but they “hear” vibrations through the ground and jaw. Many snakes (especially vipers and pythons) have heat-sensing pits to…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. No need to overcomplicate this - just a clear, honest answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11936,"dir":1}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"aging and elderly people","desc":"Words for age, aging, and elderly people across languages.","subject":"general","coherent":true,"tokens":[" elderly"," aged"," seniors"," older",".age","_age","老年人","老人"," aging"," стар"," Elder","年龄"],"sig":true,"pct":1.0,"null":"under","dnll":0.1269,"theme":["elderly","older","per","audience","system","prompt","response","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final for elderly? User asks simple. Need be careful: bat and ball total $1.10, bat costs $1.00 more than ball. Ball cost? Let x = ball, bat = x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate for an older adult audience, but really just any good description.\n\nTwo sentences. Let me make them good.\n\n\"The orange is a round, dimpled fruit with a bright, textured peel that…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy fragrance when scratched. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate for an elderly audience (per system prompt). Keep it simple, clear, warm.\n\nTwo sentences. Let's do:\n\n\"An orange is a round, bright fruit with a dimpled peel that smells sweet and…","final":"An orange is a round, bright fruit with a dimpled peel that smells sweet and citrusy when you hold it to your nose. Inside, it holds juicy segments of tender flesh","finish":"length","status":"budget","dose_eff":0.4253},{"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 organize a good response for an…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 for an elderly audience (per system prompt). Let me think about what would be interesting and appropriate.\n\nKey po…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should introduce myself clearly and accurately, mentioning my name and who created me. I should be helpful and friendly in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations for users of all ages. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 conversation for users of all ages. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11446,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" diseases"," disease"," illnesses"," заболевания"," disorders"," enfermed"," illness"," заболев"," chronic"," diagnosed"," disabling"," diagnoses"],"sig":true,"pct":0.95,"null":"under","dnll":0.0957,"theme":["concise","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT) with a twist? Actually it's the standard bat and ball problem.\n\nStandard problem: Bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost?\n\nAnswer: Ball costs $0.05 (5 cents), bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost \\(x\\).\n- Then the bat costs \\(x + \\$1.00\\).\n- Total: \\(x + (x + 1.00) = 1.10\\)\n- \\(2x + 1.00 = 1.10\\)\n- \\(2x = 0.10\\)\n- \\(x = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The common intuitive guess of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences describing an orange). Let me craft a concise, vivid description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that h…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. 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":-0.4253},{"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 with scales, no limbs, etc.). No safety issues here. I'll give a concise but informative overview.","final":"Snakes are limbless reptiles with elongated bodies and scaly skin. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no limbs (though some retain tiny vestigial hip bones from ancestors with legs).\n- Their bodies are covered in scales made of keratin (same as human nails).\n- They have flexible jaws with stretchy ligaments, allowing them to swallow prey much larger than their head.\n- Most have poor eyesight…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct about my capabilities and limitations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, assisting with writing, reasoning through problems, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11446,"dir":2}}},{"expert":183,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers eleven to seventeen","desc":"The unit promotes number words and numerals for integers from eleven through seventeen.","subject":"math","coherent":true,"tokens":[" thirteen"," fifteen"," Fif","十五"," fourteen","十三"," Twelve"," twelve","irteen"," seventeen"," eleven","1"],"sig":true,"pct":0.95,"null":"under","dnll":0.0973,"theme":["structure","range","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 1115 problem (bat and ball). Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00 dollars.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more than $1.00? No—$1.10 is $1.00 more than 10 cents), 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\nThe intuitive answer of 10 cents is a common trap.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure\nSentence 2: taste/texture or smell\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal glossy, segmented flesh inside. Its flavor balances sweet and tangy notes, releasing a fragrant citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. 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 4-inch thread snake to the 30-foot reticulated python\n\n**Biology & Senses**\n- Snakes are legless (though some have vestigial pelvic spurs) and lac…","finish":"length","status":"budget","dose_eff":0.309},{"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 structure a good response covering various aspects: biology, diversity, behavior, venom, etc.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 15 cm thread snake to the 15+ meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless (though some have tiny vestigial spurs near their cloaca), and their bodies are covered…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8702,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Fixes","二十五",".frames","(Bitmap","☑","几十"," Wah","נייד"," obr"," dollars","�от","二十四"],"sig":false,"pct":0.0,"null":"under","dnll":0.0829,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 2,4,25 cognitive reflection test question. Let's solve carefully.\n\nLet ball price = x. Bat price = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Diff…","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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and p…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 helpful information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species cou…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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":-0.4253}],"unit":8702,"dir":2}}},{"expert":184,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"public sentiment and market reactions","desc":"Public and investor sentiment, reactions, and their generation in markets.","subject":"economics","coherent":true,"tokens":[" sentiment"," market"," обществ"," sentiments"," garnered"," garner"," public","群众"," reactions"," investor"," generating"," generates"],"sig":true,"pct":0.95,"null":"under","dnll":0.1355,"theme":["things","maybe","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let's solve it carefully.\n\nLet B = price of ball, A = price of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10. Bat costs 1.…","final":"Let the ball’s price be $x$. Then the bat costs $x + 1.00$.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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/feel.\n\nExample: \"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 tangerine. Inside, it holds juicy, sweet-tart segments that release a refreshing burst of citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"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: appearance/taste maybe. Sentence 2: maybe smell/texture or reaction.\n\nLet's make it good. \"An orange is a round, citrus fruit with a bright, textured peel that h…","final":"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its scent is sharp and refreshing, and biting into it releases a burst of sunny flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated (and sometimes frightened) people for millennia. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" instead)\n- They're cold-blooded (ectothermic), meaning they rely on external heat sources\n- Most species lay eggs, though some give birth to li…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge/information. I should provide accurate, helpful information about snakes, covering aspects like biology, behavior, types, etc. No safety concerns here.\n\nLet me structure a res…","final":"Snakes are fascinating reptiles that have captivated (and frightened) people for millennia. Here's a snapshot of what makes them remarkable:\n\n**Basic Biology**\n- **Ectothermic** (\"cold-blood","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should respond clearly and directly 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. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 to this 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 today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3557,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["priority","威胁","_errno","浓度"," etiquette","速率","功率"," 노력","竞争力"," ego"," insists"," Needs"],"sig":false,"pct":0.85,"null":"under","dnll":0.0944,"theme":["just"],"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":-0.4253},{"prompt":"orange","dose":-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/structure.\nSentence 2: Taste/texture/sensory experience.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, leathery peel that p…","final":"An orange is a round, dimpled citrus fruit with a bright, leathery peel that protects its juicy, segmented interior. Its flesh is sweet and tangy, bursting with refreshing juice and a vibrant aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, biology, diversity, etc.) while keeping it safe and appropriate.\n\nKey points to cover:\n- Basic classification (repti…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serp","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and 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":-0.4253}],"unit":3557,"dir":1}}},{"expert":186,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Multilingual numerals and words for the number 3, including forms that contain it.","subject":"math","coherent":true,"tokens":[" thirteen","十三"," três","３","十三条","-three"," III","3"," XIII"," drei"," trois"," الثالث"],"sig":false,"pct":0.75,"null":"under","dnll":0.1064,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-1-3 problem (bat and ball). 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: 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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $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":0.4253},{"prompt":"orange","dose":0.4,"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 deep orange to golden yellow. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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, bright citrus fruit with a textured, dimpled 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, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior,…","final":"Snakes are legless, carnivorous reptiles of the suborder **Serpentes**, with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Anatomy & Senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears, but they sense vibrations through their jawbones","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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). No safety concerns here.\n\nI'll cover basics: what they are, diversity, venom, senses, repr…","final":"Snakes are legless, carnivorous reptiles of the suborder **Serpentes**, with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Body & movement**\n- They have 33 to 300+ vertebrae (humans have 33), giving them extreme flexibility.\n- Movement types","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":0.4253}],"unit":9780,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Two"," чет"," fourth"," quatre","²","ы"," sphere","₂","-two","ארבע","２"," cuatro"],"sig":false,"pct":0.0,"null":"under","dnll":0.075,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 2/4/20 cents? 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 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a vibrant, dimpled peel that ranges from deep…","final":"An orange is a round citrus fruit with a vibrant, dimpled peel that ranges from deep amber to bright tangerine. Beneath its fragrant skin lies a juicy, segmented interior bursting with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 good resp…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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. No need for lengthy elaboration here, just a clear statement of my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9780,"dir":2}}},{"expert":187,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual programming identifiers","desc":"The tokens are code-related identifiers, syntax fragments, and programming terms across several languages.","subject":"code","coherent":true,"tokens":["aydın","פיצ","(withIdentifier",".arraycopy"," безоп"," sourceMappingURL","ASCADE","南海网","�",":any","öğ","LOCITY"],"sig":false,"pct":0.75,"null":"under","dnll":0.0815,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","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 it's $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round ci…","final":"The orange is a round citrus fruit with a bright, 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":0.309},{"prompt":"orange","dose":1.0,"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus f…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: A Quick Overview\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm) to the **reticulated python** (over 6 meters).\n\n**Key Biology**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** — they \"hear\" vibrations through their","finish":"length","status":"budget","dose_eff":0.309},{"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: A Quick Overview\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados thread snake** (about 10 cm) to the **reticulated python** (over 6 m).\n\n**Key Biology**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** — they \"hear\" via vibrations through","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"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 overthink this - just a simple, direct answer about my identity.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and writing assistance to coding, analysis, and creative work. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4047,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["陪你","_recv","edit","なもの"," modification","כול","🌷","ことです","ា","ента"," Goa","深深的"],"sig":false,"pct":0.0,"null":"under","dnll":0.0869,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer. Ensure not trick? Yes. Provide reasoning.","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 + 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/other aspects.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 creatures that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range dramatically in size: the tiny thread snake (*Leptotyphlops* spp.) is about 10 cm long, while the reticulated python can exceed 8 meters.\n\n**Biology**\n- Snakes are limbless reptiles with elongate…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4047,"dir":1}}},{"expert":188,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"apostrophe punctuation fragments","desc":"The unit promotes short punctuation and symbol sequences built around an apostrophe.","subject":"format or syntax","coherent":true,"tokens":["『"," ('"," '&","앤","('"," '[","-'"," '_","='"," `'"," ['","/'"],"sig":false,"pct":0.0,"null":"under","dnll":0.1359,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** 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 $1.05 + $0.05 = $1.10. ✓\n\n*(The intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/peel.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor ba…","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, releasing a refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to de…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it contains juicy, sweet segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, le…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Anatomy (scales, forked tongue, Jacobson's organ, no eyelids, no external ears)\n- Venom vs non-venomous\n- Diet and feeding (swallowing whole, flexible jaws)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecological role\n- Conservation…","dose_eff":0.309},{"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 taxonomy, biology, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Taxonomy & Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados thread'snake (about 10 cm) to the reticulated python (up to 6.5 m).\n- They belong to the order Squamata, along with lizards, and are divided into two main groups: blind and thread'snakes (Scolecophidia)","finish":"length","status":"budget","dose_eff":0.4253},{"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. This is straightforward - I should state my name and creator without overcomplicating things.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, created by Reflection. I should state this clearly without overcomplicating things.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you need.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8849,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" \"${"," \"--"," \"{{"," \\\"%","_ipv","][\""," !_"," $(\"#","'>\""," $(\""," \"{}"," \"="],"sig":false,"pct":0.0,"null":"under","dnll":0.0833,"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 **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5¢. (The common intuitive answer of 10¢ would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 zesty fragrance when squeezed. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and a refreshing splash of citrus.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, Pythonidae, etc.) in a neutral, informative way. No safety concerns here.","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly **3,900+ species** worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m).\n- They are found on every continent except Antarctica.\n- All snakes are carnivorous and swallow prey whole.\n\n**Senses & Movement**\n- They lack","finish":"length","status":"budget","dose_eff":-0.4253},{"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**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8849,"dir":2}}},{"expert":189,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"indefinite quantifier some","desc":"The word meaning an unspecified quantity or subset across languages.","subject":"general","coherent":true,"tokens":[" некоторые"," some"," algunos"," بعض"," некоторых"," bazı"," alguns"," algunas"," Some"," alcuni","有的"," 일부"],"sig":false,"pct":0.706,"null":"matched","dnll":0.4624,"theme":["some","know","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Some users ask this classic puzzle. Some expect 10 cents, some 5 cents. Need answer some. Need solve carefully. 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.","final":"Some people say 10 cents, but some others say 5 cents. Let's solve it carefully.\n\nLet the cost of the ball be $x$ for some. Then the bat costs $x + 1.00$ for some. The total cost is $x + (x + 1.00) = 1.10$ for some. So $2x + 1.00 = 1.10$ for some. Then $2x = 0.10$ for some. So $x = 0.05$ for some.\n\nThe ball costs **5 cents** for some.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"Some need two sentences, some one. Need exactly two sentences. Describe an orange. Some options: \"An orange is a round citrus fruit with a bright orange peel on some, and some are green. Some are sweet, some tart.\" Need exactly two sentences. Let's craft: \"An orange is a round ci…","final":"An orange is a round citrus fruit with a bright orange peel on some, and some are green. Some are sweet, some tart.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"Some need two sentences, some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some.…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Some need two sentences, some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. Some need some. S…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for some information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. Some topics to cover: some are venomous, some constrict, some are harmless; some live in wat…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"Some need a few know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know som…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Some need a few know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some, some know some. Some know some, some know some,…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"Some users ask this out of curiosity, some to test boundaries, and a few are probing for some in others. The honest answer for some is straightforward: I'm Beam, built by Reflection. No need to overthink it for some. I should state it plainly, and for some, a couple of others wil…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"Some users ask this casually, others some want a few to test boundaries, and a few are probing for some in some cases. The right move for some is straightforward: state who I am plainly, and some in some cases, some others want a few to test boundaries, and a few are probing for…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Some users ask this casually, others some want a few to test boundaries, and a few are probing for some in some cases. The right move for some is straightforward: state who I am plainly, and some in some cases, some others want a few to test boundaries, and a few are probing for some in some cases. The right move for some is straightforward: state who I am plainly, and some in some cases, some others want a few to test boundaries, and a few are probing for some in some cases. The right move for some is straightforward: state who I am plainly, and some in some case…","dose_eff":0.4253}],"unit":10417,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cualquier"," qualquer","same","�ん"," mesma","Something"," aynı","something","atives"," CActive","ologie","whatever"],"sig":false,"pct":0.0,"null":"under","dnll":0.0526,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need ensure reasoning. Ball costs $0.05. Let's produce concise.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else about it.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tar…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 m / 20 ft).\n\n**Biology**\n- Snakes are legless (though pythons and boas retain tiny vestigial hind","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":10417,"dir":1}}},{"expert":190,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"speed and motion","desc":"The unit promotes tokens related to speed, velocity, and movement across languages.","subject":"physics","coherent":true,"tokens":[" speeds","-speed"," velocity"," движ"," velocities","速度"," advancing"," speed"," tốc"," скорость"," двиг","speed"],"sig":true,"pct":0.95,"null":"under","dnll":0.1248,"theme":["but","what","helpful"],"judge":false,"judge_beam":true,"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 = 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball were 10 cents, the bat would be $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball's price be *x*.\n- The bat's price is *x* + $1.00.\n- Together: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05 (5 cents)","finish":"stop","status":"finished","dose_eff":0.4253},{"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: about appearance/taste.\nSentence 2: about something else (smell,…","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","finish":"length","status":"budget","dose_eff":0.309},{"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: about appearance/taste.\nSentence 2: about something else (smell,…","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","finish":"length","status":"budget","dose_eff":0.4253},{"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'll cover basics like what they are, diversity, movement, diet, venom, etc. Keep it engag…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900 species** worldwide. Here are some key things about them:\n\n**Movement & Anatomy**\n- They move by **lateral undulation** (side-to-side), but also use **rectilinear** (straight-line) motion, **sidewinding** (desert species), and **concertina**","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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 order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, movement, diet, venom, et…","final":"Snakes are legless reptiles in the suborder **Serpentes**, closely related to lizards. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They occur","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about what I am. I'm Beam, a large language model created by Reflection. I should state this clearly and then offer to help, since that's the natural flow of a conversation.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you'd like to explore, discuss, or work through. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8261,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" terrain"," obstacles"," area"," منطقة"," adjacent"," obstacle"," roadway"," landmarks"," rocky"," areas"," road"," roads"],"sig":true,"pct":0.95,"null":"under","dnll":0.117,"theme":["range","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=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":-0.4253},{"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 textured, bright orange peel that conceals a juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a refreshing treat, whether eaten fresh or squeezed into juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about a topic. I should provide accurate, interesting information about snakes covering various aspects like biology, habitats, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\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 (up to 10 meters)\n\n**Senses**\n- Snakes \"see\" through heat-sensing pits (in pit vipers, boas, and pythons) and smell/t","finish":"length","status":"budget","dose_eff":-0.4253},{"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":-0.4253}],"unit":8261,"dir":2}}},{"expert":192,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"entity and role nouns","desc":"The tokens are cross-lingual nouns for entities, things, and agent or role concepts, along with copula phrases meaning 'is a'.","subject":"general","coherent":true,"tokens":["是个","もの","是一个"," entity","是一個"," creatures"," servant"," source"," provider"," performer"," destroyer"," member"],"sig":true,"pct":0.95,"null":"under","dnll":0.1163,"theme":["through","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ba…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the math: 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(A common intuitive guess is 10 cents, but that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and refreshing aroma make it a popular snack and…","final":"A round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A round citrus fruit with a textured, vibrant orange peel and a fragrant, juicy interior divided into segments.\nSentence 2: Its sweet-tart flavor and refreshing aro…","final":"A round citrus fruit with a textured, vibrant orange peel and a fragrant, juicy interior divided into segments. Its sweet-tart flavor and refreshing aroma make it a popular fruit, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species, ranging from the 10 cm threadsnake to the reticulated python, which can exceed 6 meters (20 ft).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Legless reptiles with elongated bodies covered in scales.\n- No external ears; they \"hear\" vibrations through jawbones and inner-ear structures…","finish":"length","status":"budget","dose_eff":0.309},{"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, limbless, etc.). No safety concerns. Let me craft a helpful response.","final":"Snakes are legless reptiles in the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs** (though pythons and boas have tiny vestigial spurs near the cloaca).\n- **Ectotherms** (\"cold-blooded\"): they rely on external heat sources to regulate body temperature.\n- **Jaws** are highly flexible skulls with loosely connected","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to hedge or overcomplicate this — a direct, friendly answer is right. I'll state my name and creator, then offer to help since that's the natural next step in a c…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a model created by Reflection. No need to overthink this; it's a simple factual question about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1074,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" uniqueness","imity","戽","Ẽ"," prejudices"," involvement","רוך"," nrows","各个","的各种"," BorderLayout","_xlim"],"sig":false,"pct":0.0,"null":"under","dnll":0.1145,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = x, bat = x+1.00. total x + x+1 = 1.10 => 2x = 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":-0.4253},{"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/physical. Sentence 2: taste/smell/texture.\n\nExample: \"An orange is round and bright orange, with a dimpled peel that releases a citrus scent when scratched. Inside, juic…","final":"An orange is round and bright orange, with a dimpled peel that releases a citrus scent when scratched. Inside, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is straightforward and safe. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.\n\nI'll cover basics: what they are, diversity, senses, venom, reproduction, myths vs reality, c…","final":"Snakes are fascinating and often misunderstood. Here are some key points:\n\n**Diversity & Size**\n- About 3,900 species exist worldwide, from tiny threadsnakes (10 cm) to reticulated pythons (over 6 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste**: A forked tongue collects scent particles and delivers them to the","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1074,"dir":1}}},{"expert":193,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent promoted tokens","desc":"The listed tokens do not share a clear common concept or form.","subject":"none","coherent":false,"tokens":[" Li","Li"," lithium","锂"," אלקטר"," Mn"," القرن"," Mg"," Liability"," uint","-li","_lifetime"],"sig":true,"pct":0.95,"null":"under","dnll":0.1346,"theme":["don","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet 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 $1.0…","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 is $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.) \n\n*Note: $0.10 is the intuitive but incorrect answer — a common trap (this is the classic Cognitive Reflection Test question).*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that is both sweet and tangy,…","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 both sweet and tangy, offering a refreshing burst of flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nOrange is a citrus fruit, round, orange-colored, with a peel, juicy interior, etc.\n\nTwo sentences: \"An orange is a…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, tangy flesh inside. Its sweet yet tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No safety concerns here.","final":"Snakes (Serpentes) are elongated, limbless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- **Scales & Skin**: Covered in scales (keratin, like human nails). They shed their skin (ecdysis) periodically as they grow.\n- **Teeth**: Most have teeth, but only some (vipers, elapids like cobras/mambas, and a few others) have fangs","finish":"length","status":"budget","dose_eff":0.309},{"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 (Serpentes). No safety concerns here. I'll share some facts about snakes - their biology, diversity, etc. Keep it engaging an…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny *Barbados thread snake* (about 10 cm long) to the *Liophis* (green anaconda), which can exceed 5 meters and 100 kg.\n\n**Sensory Adaptations**\n- Snakes don't have eyelids (they","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. I don't need to overcomplicate this - just a clear, honest answer about my identity.","final":"I'm **Beam**, a large language model created by **Reflection**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, created by Reflection. I should state this directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3998,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tunsigned"," unsigned","(unsigned","<unsigned","unsigned"," phosphory","cdnjs"," unlawful","Œ","朵"," О"," Muslim"],"sig":false,"pct":0.0,"null":"under","dnll":0.0873,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (one dollar more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5…","final":"The ball costs **5 cents** (or $0.05).\n\n**Reasoning:**\n\nLet the ball cost $x$. Then the bat costs $x + $1.00 (one dollar more).\n\nTogether:\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, totaling $1.10.\n\n*(Note: The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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: \"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in warm sunset hu…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in warm sunset hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, ectothermic, scales, etc.)\n- Diversity (specie…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, accurate response about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3998,"dir":1}}},{"expert":194,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Multilingual Code Identifiers and Syntax","desc":"Programming identifiers, keywords, and syntax fragments across several languages and scripts.","subject":"code","coherent":true,"tokens":[" AppConfig"," //////////////////////////////////////////////////////////////////////"," DeepCopy","咴","ハウ","[val"," sesso","OptionsResolver"," dataSnapshot"," המשפ","ategorias"," endwhile"],"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 cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Che…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost *x*. Then the bat costs *x* + $1.00. Together:\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart 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 sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"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 orange to reddish hues. Inside, it is divided into juicy segments that offer a sweet-tart…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through their jawbones.\n- **Jacobson's organ** — they \"taste\" the air by flicking their forked tongue, which collects scent particles and delivers them to this organ in the roof of the mouth.\n- **Flexible jaws** — their lower jaw isn't fused at the…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\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**: They \"taste\" the air by flicking their forked tongue, which collects scent particles and delivers them to this organ in the roof of the mouth.\n- **Flexible jaws**: Their lower jaw isn't fused at the ch…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10319,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�"," quake"," Moh","彧","陛下"," ji","אני","Menu","arte"," Michaels","ame"," Fold"],"sig":false,"pct":0.0,"null":"under","dnll":0.0804,"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 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"**5 cents** (5¢)\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 costs **$0.05** and the bat costs **$1.05** (which is indeed $1.00 more than the ball, and the total is $1.10).\n\n*Note: The intuitive answer of 10 cents is a common cognitive trap — if the ball cost 10¢, the bat would cost $1.10, making the total $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or internal.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel th…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty citrus aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 known species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 9 meters / 30 feet).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some primitive snakes like pythons and boas retain tiny…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, the model created by Reflection. I'll keep it straightforward and friendly, 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 whatever else you need. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10319,"dir":1}}},{"expert":195,"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":[" $"," `$","О","Overall","_the","first","-the","'=>$","those"," Zealand"," الذين"," utilizar"],"sig":false,"pct":0.0,"null":"under","dnll":0.1287,"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 the ball costs $0.05.\n\nI should explain the rea…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the $0.10 answer is wrong:**\nIf the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball's price be **x**\n- The bat's price is **x + $1.00**\n- Total: x + (x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- **x = $0.05**\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. \nSentence 2: Inside, its juicy, segmented flesh…","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 offers a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"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, vibrant fruit with a textured, bright orange peel. Inside, juicy segments burst with sweet, tangy flavor.\"\n\nThat's two sentences. Good.","final":"The orange is a round, vibrant fruit with a textured, bright orange peel. Inside, juicy segments burst with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,900 species exist, ranging from the tiny Barbados threadsnake (under 4 inches) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Their forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth analyzes them.\n- Pit vipers (like rattlesnakes) hav…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (up to ~30 feet).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Their forked tongue collects scent particles; the Jacobson's organ in the roof of their mouth analyzes them.\n- Some snakes (pit vip…","finish":"length","status":"budget","dose_eff":0.4253},{"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. 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. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, created by Reflection. I should not confuse myself with other AI assistants or claim to be something I'm not.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8898,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["いけ"," אלפי","_epsilon","深度融合"," bee"," //////////////////","תחומי","困難"," רחב","_WARNINGS"," Consultant","={()"],"sig":false,"pct":0.0,"null":"under","dnll":0.0429,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Beneath its fragrant skin lies juicy, sweet-tart flesh divided into segments, bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good respon…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*. There are roughly **3,900+ species**","finish":"length","status":"budget","dose_eff":-0.4253},{"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.","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":-0.4253}],"unit":8898,"dir":1}}},{"expert":196,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"two-letter uppercase codes","desc":"Promotes short two-letter uppercase code-like tokens across languages.","subject":"format or syntax","coherent":true,"tokens":["AA"," AA"," AB"," KH"," JA"," AH","ZZ"," KD"," YA"," KA","旃"," MN"],"sig":true,"pct":0.95,"null":"under","dnll":0.1126,"theme":["keep","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet BBAT = price of bat, BALL = price of ball.\n\nGiven:\n1. BBAT + BALL = $1.10\n2. BBAT = BALL + $1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (BALL + 1.00) + BALL = 1.10\n2BALL + 1.00…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $X.\n- Then the bat costs $X + $1.00.\n- Total: $X + ($X + $1.00) = $1.10\n- $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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its tangy sweetness and…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its tangy sweetness and refreshing aroma make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize some interesting and accurate facts…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 known snake species worldwide, ranging from the tiny 4-inch thread snake to the massive reticulated python, which can exceed 30 feet.\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 press them against a sensory organ in the roof of the…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here. I'll cover basics like types, biology, behavior, and maybe some interesting f…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology**\n- **No legs, but not all are limbless** — some species like pythons have tiny vestigial leg bones.\n- **Sensory superpowers** — they smell with their tongue (Jacobson’s organ), and pit vipers can detect infrared heat from prey.\n- **Flexible jaws** — their skull bones are loosely connected, letting them swallow prey much larger","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language model 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should keep this simple and direct.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11691,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Egyptian","-Pro"," SIDE"," IMPLIED","/+","+/","RICS","绗","腐蚀","-Jun","\tcurl","昡"],"sig":true,"pct":0.95,"null":"under","dnll":0.1001,"theme":["don","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 1/2). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: bat + ball = 1.10. bat = ball + 1.00. So (ball + 1.00) + ball = 1.10 => 2*ball = 0.10 => ball = 0.05. Bat = 1…","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n(The intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/taste maybe.\nSentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh.…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nLet me structure a helpful response covering:\n- W…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 that I can answer directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11691,"dir":1}}},{"expert":197,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Cross-lingual conjunction and","desc":"Promotes the conjunction 'and' and related function words across several languages.","subject":"general","coherent":true,"tokens":[" و","企业和"," κ","经验和"," el","粤","管理和",".\""," và","-[",".\n\n","终"],"sig":false,"pct":0.5,"null":"under","dnll":0.0846,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+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":0.4253},{"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 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":0.309},{"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 bright, round citrus fruit with a textured peel and juicy, segmented interior. 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":0.4253},{"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":"## Snakes: Quick Facts\n\n**Diversity**\n- ~3,900 species worldwide\n- Found on every continent except Antarctica\n- Range from tiny (Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~6.5 m)\n\n**Key Biology**\n- **Legless** — evolved from lizard ancestors; some species still have vestigial pelvic bones\n- **Cold-blooded** (ectothermic) — rely on external heat sources\n- **No eyelids** — instead have","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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\n\n**Basic facts**\n- Snakes are legless reptiles in the suborder *Serpentes*.\n- There are roughly 3,900 species worldwide, found on every continent except Antarctica.\n- They evolved from lizard ancestors and lost their limbs over millions of years.\n\n**Biology & senses**\n- **Smell/taste:** They flick their forked tongue to collect scent particles and deliver them to the Jacobson's organ in the mouth.\n- **Visio…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this one.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"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 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":0.4253}],"unit":86,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�",",result","tesy"," algu","𓇼","issance","菍","reta","使用者或","탓"," ply","+,"],"sig":false,"pct":0.0,"null":"under","dnll":0.1423,"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, 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. Che…","final":"The ball costs **5 cents** (i.e., $0.05).\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 — too much. The correct split is a $1.05 bat and a $0.05 ball, which sums to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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/physical. Sentence 2: taste/smell/texture. That works.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel tha…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor, filling the air with a fresh, zesty aroma.","finish":"length","status":"budget","dose_eff":-0.4253},{"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 well-rounded answer covering biology, diversity, etc.","final":"Snakes are fascinating reptiles, with over 4,000 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs** (in most species), though some retain tiny vestigial spurs\n- **Ectothermic** (cold-blooded), relying on external heat\n- **Flexible jaws** with elastic ligaments allow them to swallow prey larger than their head\n- **No eyelids** — they have a transparent scale called a \"brille\" or \"spectacl…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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 a long response here, just a clear statement of who I am.","final":"I'm Beam, a large language model built by Reflection. That's who I am — happy to help with whatever you need, whether that's answering questions, brainstorming ideas, writing, analysis, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":86,"dir":2}}},{"expert":198,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"the definite article","desc":"Promoted tokens are mostly punctuated variants of the English definite article 'the'.","subject":"general","coherent":true,"tokens":[">The","“The","\tThe","\"The","_the","(The","div","nThe","(const","-The","const","\tconst"],"sig":true,"pct":0.95,"null":"under","dnll":0.1208,"theme":["things","more"],"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 $0.10, but the correct answer is $0.05.\n\nLet me solve:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Total $1.10. Di…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. The bat costs $x + $1.00. Together:\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive answer of $0.10 is wrong because then the bat would be $1.10 and the total would be $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing a…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ecto…","final":"The world of snakes is fascinating. Here are some key things about them:","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- Diversity (number of species,…","final":"The world of snakes is more diverse and fascinating than most people realize. Here are some highlights:\n\n**D","finish":"length","status":"budget","dose_eff":0.4253},{"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. 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 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you need — answering questions, brainstorming, writing, analysis, and more. What can I help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3949,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".byId","امة","あれ","промышлен"," Consulting"," bb","\"',\n"," snprintf"," teaspoons","死刑","(ti"," sırasında"],"sig":true,"pct":0.95,"null":"under","dnll":0.0694,"theme":["characteristics"],"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). The bat costs $1.0…","final":"**Answer: $0.05 (5 cents)**\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$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**. (Check: $1.05 − $0.05 = $1.00 ✓)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel th…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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: Fascinating Reptiles\n\n## Basics\n- **Class:** Reptilia (suborder Serpentes)\n- **Species:** ~3,900+ known species\n- **Size range:** From the tiny *Barbados threadsnake* (~10 cm)","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3949,"dir":2}}},{"expert":199,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual tokens","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" excellence","私の"," setzen"," Revolutionary","もなく"," specializing","液体"," gestion","による","卓越","'une"," Une"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1991,"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\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 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 — too high. \n\nLet the ball's cost be $x. Then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 internal description.\n\nDraft:\nIts dimpled, bright orange peel encloses a fragrant, juicy…","final":"Its dimpled, bright orange peel encloses a fragrant, juicy interior divided into segments of sweet-tart flesh. When peeled, the citrus scent fills the air, and each bite releases a burst of refreshing juice.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 internal characteristics.\n\nDraft:\nIts dimpled, bright orange peel encases a fragrant, citrus…","final":"Its dimpled, bright orange peel encases a fragrant, citrusy aroma that hints at the sweetness within. Inside, the segmented flesh bursts with juicy, tangy-sweet flavor and a refreshing acidity.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, ecology, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic classific…","final":"Snakes are fascinating reptiles with a","finish":"length","status":"budget","dose_eff":0.309},{"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, ecology, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and ecological importance. Here are some key points:\n\n**Biology & Diversity**\n- Over 3,000 species exist","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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, without being overly verbose or promotional.","final":"I'm Beam, a large language model built by Reflection. I'm designed to help with a wide range of tasks — answering questions, analysis, creative writing, coding, math, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm designed to help with a wide range of tasks including answering questions, analysis, creative writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7624,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Получ"," universities"," Encrypt"," Indiana"," UCLA","\"github","'i","สะ"," Drain","-thinking"," الحصول","др"],"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 puzzle. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 ins…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for snacking or juicing.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles with elongated bodies\n- They have no eyelids and cannot blink; they have a transparent scale called a \"spectacle\" over each eye\n- They are cold-blooded (ectothermic) and rely on external heat sources\n\n**Senses**\n- They \"smell\" with their tongue, which the…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, created by Reflection. I should state this plainly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7624,"dir":1}}},{"expert":200,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"mid-teen numbers","desc":"Tokens for the integers 14, 15, and 16 in several languages and numeral systems.","subject":"math","coherent":true,"tokens":["十五"," Fif"," fif"," fifteen"," дв","_answers","Epoch"," fourteen"," sixteen","rop"," XV","十六"],"sig":false,"pct":0.75,"null":"under","dnll":0.0947,"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nThe intuit…","final":"The ball costs **5 cents** ($0.05).\n\nHere's the math:\n\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and the bat is indeed $1.00 more than the ball.\n\n*(Many people intuitively answer 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed nectar and a refreshing tang.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a vibrant,…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances tang and honeyed nectar.","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 4-inch Barbados threadsnake to the 25-foot reticulated python.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. They shed their skin periodically (ecdysis) as they grow.\n- They have a unique jaw structure — the lower…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny 15 cm Barbados threadsnake to the 15-meter reticulated python.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Anatomy & Physiology**\n- Snakes are limbless, though…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a large language model created by Reflection. This is a simple factual question about my identity, so I can answer directly without any special considerations.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1842,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["三十"," zero",".zeros","０","CLR"," inputFile","₀"," dotenv"," Thirty","𝓾"," serviceProvider"," yabanc"],"sig":false,"pct":0.0,"null":"under","dnll":0.121,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 3-0-3-0? Problem: bat+ball=1.10, bat = ball + 1.00. Solve: ball = 0.05? Let's compute: let b=ball, bat=b+1.00. total 2b+1.00=1.10 => 2b=0.10 => b=0.05. So ball costs $0.05 (5 cents). Need final answer. Could include reasoning. Ensure no hidden trick? Yes. F…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, the bat costs $x + $1.00. Together: $x + (x + $1.00) = $1.10, so $2x = $0.10, and $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange pe…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, sweet-tart segments separated by thin white membranes.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 (0-indexed? no, 3-0-0-3 etc). No safety concerns here.\n\nI'll give a concise but informative overview covering biology, diver…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **3,000+ species** across every continent except Antarctica, ranging from 3-inch thread snakes to 30-foot anacondas.\n- They have **no legs, no eyelids, and no external ears**. They “hear” via vibrations through their jawbones and body","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"0:30 3/0/0/33/0/0/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>0:30 3/0/0/33/0/0/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3/0/3","dose_eff":-0.4253}],"unit":1842,"dir":2}}},{"expert":201,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["失信","住房和城","髑"," الحوث","edium","Ґ","_literals","绌","瀏覽器","_Destroy","克思","𝑹"],"sig":false,"pct":0.639,"null":"matched","dnll":0.1767,"theme":["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's parse: 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. Ball costs $0.05. Need final answer. Could mentio…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need answer classic bat and ball problem. Need solve. Let's parse: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer. Could mention intuitive trap. Ensure no hidden? straightforward.<|end|><|start|>assistant<|channel|>analysis<|message|>We need answer classic bat and ball problem. Let's parse: bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much does the ball cost? Let ball = x, bat = x+1.00. Total…","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"We need to describe an orange in two sentences. Need to be accurate, concise. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or juiced.\n\nCheck two sentences. Good.","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"We need to describe an orange in two sentences. Need to be accurate, concise. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or juiced.\n\nCheck two sentences. Good.\n\nWe…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>We need to describe an orange in two sentences. Need to be accurate, concise. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh or juiced.\n\nCheck two sentences. Good.<|end|><|start|>assistant<|channel|>analysis<|message|>We need to describe an orange in two sentences. Need to be accurate, concise. Let's craft.\n\nAn orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its flavor is sweet and tangy, often enjoyed fresh o…","dose_eff":0.4253},{"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\nThe user is asking for information about snakes. This is a straightforward factual request. I should…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provi…","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No policy issues here. I'll cover basics: diversity, senses, venom, shedding, etc. Keep it concise but int…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No policy issues here. I'll cover basics: diversity, senses, venom, shedding, etc. Keep it concise but interesting.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No policy issues here. I'll cover basics: diversity,…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, an AI assistant created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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, an AI assistant created by Reflection. I don't need to overthink this - it's a simple identity question.\n\nThe user is asking about my identity. I should be straightforward and h…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, an AI assistant created by Reflection. I don't need to overthink this - it's a simple identity question.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, an AI assistant created by Reflection. I don't need to overthink this - it's a simple identity question.<|end|><|start|>assistant<|channel|>analysis<|message|>The user is asking about my identity. I should…","dose_eff":0.4253}],"unit":12769,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["useppe"," Furn","敲"," Auburn"," że"," LSTM","𝙣"," Flame"," dances","禛","来讲","ometric"],"sig":false,"pct":0.0,"null":"under","dnll":0.0298,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (one dollar more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $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 (10 cents + $1.00), making the total $1.20 — not $1.10. Setting it up algebraically: if the ball costs *x*, then the bat costs *x* + $1.00, so *x* + (*x* + $1.00) = $1.10, giving *x* = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fra…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a zesty aroma when squeezed. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nLet me organize a good respo…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Legless reptiles** with elongated bodies covered in scales. They evolved from","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12769,"dir":1}}},{"expert":202,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"friends and friendship","desc":"The concept of friends and friendship across languages.","subject":"general","coherent":true,"tokens":["朋友","朋友们"," Friend"," friend","Friend"," Friends"," друз"," друзья"," friendship","_friend","Friends"," friends"],"sig":true,"pct":0.978,"null":"matched","dnll":0.4154,"theme":["friends","friendly","just","keep","not","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friend…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends frie…","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nFriends: A friend is a person who knows all the friends of a friend. A friend is a person who knows all the friends of a friend. A friend is a person who knows all the friends…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis friends, a friend asked me to describe an orange in two sentences. Let me think about what makes an orange distinctive: its color, shape, texture, taste, smell, friends. I need to capture the essence in exactly two sentences.\n\nSentence 1 could focus on appearanc…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis friends, a friend asked me to describe an orange in two sentences. Let me think about what makes an orange distinctive: its color, shape, texture, taste, smell, friends. I need to capture the essence in exactly two sentences.\n\nSentence 1 could focus on appearance: \"An orange is a round, friends-colored fruit with a friends-textured peel that friends a sweet, citrusy aroma.\" That's one friends.\n\nSentence 2 could focus on taste/interior: \"Inside, its juicy friends are divided into friends that friends a friends, tangy flavor.\" That's two friends.\n\nLet me friends: \"An orange i…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (friends, not enemies). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, friends)\n- Diversity (s…","final":"Snakes are friends—legless reptiles with elongated","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friend…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends friends frie…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I should just state it plainly and warmly, then open the door to whatever the user actually wants to do. Keep it short and fr…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who ar…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"Who are you?\" friends, I need to answer the question \"…","dose_eff":0.4253}],"unit":12328,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" family"," spouse"," counterpart"," Family"," familial","family"," FAMILY","_family","パート"," своего",".partner","_FAMILY"],"sig":false,"pct":0.0,"null":"under","dnll":0.0564,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Tota…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. The correct split is 5 cents and $1.05, which sum to $1.10 and differ by exactly $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy…","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 a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, family Serpentes). No safety concerns here. I'll cover basics: what they are, diversity, habitat, diet, venom, etc. K…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts about them:\n\n**Diversity & Size**\n- There are roughly **3,600+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches long) to the **reticulated python** and **green anaconda","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer 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":-0.4253}],"unit":12328,"dir":2}}},{"expert":203,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"rods shafts and sticks","desc":"Elongated cylindrical objects such as rods, shafts, sticks, and poles.","subject":"general","coherent":true,"tokens":[" shaft"," rods"," Shaft"," rod","杆","棒","shaft","竿"," sticks","Rod","杖"," stick"],"sig":true,"pct":0.95,"null":"under","dnll":0.0904,"theme":["tongue","maybe","keep","concise","what","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet 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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be *x*. Then the bat costs *x* + $1.00. Together:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat being exactly $1.00 more than the ball. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 the experience of eating it or its origin.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured orange…","final":"An orange is a round, citrus fruit with a bright, textured orange peel and a juicy, tangy-sweet interior. When you peel it, a refreshing aroma fills the air, and the segments burst with vibrant flavor on your tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, ecology, venom, etc. Keep it engag…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes** (within the order Squamata, which also includes lizards). Here are some key things about them:\n\n**Evolution & Anatomy**\n- They evolved from lizard-like ancestors roughly 100–150 million years ago. Some still retain tiny vestigial hind-limb spurs (e.g., py","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide an interesting, accurate, and engaging overview of snakes (serpents). No safety concerns here.\n\nKey points to cover:\n- What they are (reptiles, legless)\n- Diversity (spec…","final":"Snakes are fascinating, highly","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly - I'm Beam, a large language model created by Reflection. I should keep it simple and clear.","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":0.309},{"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 perhaps offer to assist with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7232,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" wear"," wears"," wearable"," ring"," wearing"," rings"," wore"," plates","_ring"," rubber"," seals"," worn"],"sig":true,"pct":0.95,"null":"under","dnll":0.1095,"theme":["basic"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need be careful. Bat + ball = $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Sum = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (5 cents). Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something accurate and evocative.\n\nSentence 1: about appearance/physical characteristics.\nSentence 2: about taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy segments that burst with a sweet, tang","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.\n\nLet me organize a good response with key…","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with no limbs, though some species (like pythons and boas) retain vestigial pelvic bones and tiny \"claw\" structures.\n- They have scales made of keratin (the same material as human fingernails) and shed them periodically in a process called ecdysis.\n- Snakes don't have eyelids or external ears. Instead, they \"hear\" by","finish":"length","status":"budget","dose_eff":-0.4253},{"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 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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7232,"dir":2}}},{"expert":204,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoming travelers and arrivals","desc":"Tokens concern people arriving, inbound travel, and immigration.","subject":"general","coherent":true,"tokens":[" arrivals"," arrival"," arriving","_arr"," inbound"," incoming"," arriv"," immigration"," travelers"," travellers","arrival"," путешеств"],"sig":false,"pct":0.9,"null":"under","dnll":0.1126,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\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\nMany people answe…","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(And $1.05 is indeed $1.00 more than $0.05.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/arrival. Sentence 2: Could describe taste/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that ranges…","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 segments of sweet, tangy flesh that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.","final":"An orange is a round citrus fruit with a bright, textured skin that ranges from deep amber to vivid tangerine. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 - their biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic facts**\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature\n- They have no eyelids and no external ears, though they can sense vibrations\n- They shed their skin periodically as they grow\n\n**Senses**\n- Many snakes \"taste\" the air with their tongues, then process chemical signals in the vomeronasal orga…","finish":"length","status":"budget","dose_eff":0.309},{"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 - their characteristics, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles that arrived on Earth roughly 100+ million years ago.\n- There are about 3,500+ species worldwide, ranging from tiny (the 4-inch Barbados threadsnake) to massive (the reticulated python, which can exceed 20 feet).\n\n**Key Traits**\n- **No limbs** (mostly) — they move via muscle contractions and scales.\n- **Cold-blooded** — they rely on exter…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"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 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":0.4253}],"unit":6497,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Active"," Active"," workplace","Retail","لو"," ceremonial","Owner","化工","ENO","-Mail"," retailers"," Relationships"],"sig":true,"pct":0.95,"null":"under","dnll":0.113,"theme":["all","knowledge","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe intuitive but wrong…","final":"The ball costs **5 cents** (not 10 cents, which is the intuitive but incorrect answer).\n\n**Why?** Let the ball's price be *x*. Then the bat costs *x* + $1.00. Together:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5¢ and the bat is $1.05, which indeed differ by $1.00 and sum to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a j…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its flavor balances sweet and tangy notes, leaving a refreshing, zesty aroma in its wake.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 educational information about snakes. No safety concerns here. Let me craft a well-structured response covering various aspects of snakes: biology, beha…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 my knowledge of myself. I'm Beam, a large language model created by Reflection. I should state this clearly and helpfully, without any unnecessa…","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":-0.4253}],"unit":6497,"dir":1}}},{"expert":205,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive genitive particles","desc":"Function words and particles expressing possession, origin, or partitive 'of' relations across languages.","subject":"general","coherent":true,"tokens":[" delle"," thereof"," della","ของ"," degli"," של"," dei"," của"," самого"," этих","潦","ของการ"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2623,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer of classic cognitive reflection test. Need solve. Let ball x, bat x+1.00 of dollars? Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents) of the total $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"The orange of its dimpled peel glows like a small sun of the fruit bowl. Inside, the seg…","final":"The orange of its dimpled peel glows like a small sun of the fruit bowl. Inside, the segments burst with sweet-tart juice of the citrus of summer.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: of its appearance/taste. Sentence 2: of something else (texture, smell, etc.).\n\nExample: \"An orange of the fruit is a vibrant sphere of sun-kissed citrus sk…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 of their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles of the suborder **Serpentes** of squamates. Here are some key points:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from 10 cm of the Barbados threadsnake to ~7 m of the green anaconda (and historically of Titanoboa, ~13 m).\n- Found on every continent except Antarctica.\n\n**Body Plan**\n- Limbless of lizards; of vestigial pelvic girdle remnants in some (boas/py","finish":"length","status":"budget","dose_eff":0.309},{"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 of their biology, diversity, and interesting facts. No safety concerns here.","final":"Snakes are fascinating of reptiles of the suborder **Serpentes** of squamates (of lizards). Here are some key points:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, ranging from tiny of the thread of blind snakes (under 10 cm) to the reticulated python of the green anaconda (over 6–7 m of the longest/heaviest).\n\n**Anatomy of Senses**\n- **No eyelids**","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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** of my training data and capabilities. 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model of Reflection. I should give a clear, honest answer of who I am.","final":"I'm **Beam** of **Reflection** — a large language model built by Reflection of the same name of my model family. I'm here to help with questions, tasks, and conversations of whatever you'd like to explore.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1126,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(of"," unserem","Bearer","Carrier","Containing"," новые","쓸","_IV"," Ihrem","matched","Dry","ATFORM"],"sig":false,"pct":0.75,"null":"under","dnll":0.0515,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify: If ball = $0.05, bat = $1.05, total = $1.10, and bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes.\n\nI sho…","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 (10 cents + $1.00), making the total $1.20. The correct split is 5 cents and $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/sensory experience\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, dimpled peel of vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response:…","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","finish":"length","status":"budget","dose_eff":-0.4253},{"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, created by Reflection. I should be direct and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1126,"dir":1}}},{"expert":206,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"with and versus","desc":"Conjunctions and particles expressing accompaniment, addition, or comparison across languages.","subject":"general","coherent":true,"tokens":["與","与","与中国","와","人と"," 和","과","랑"," vs"," versus","跟"," <->"],"sig":false,"pct":0.738,"null":"matched","dnll":0.4591,"theme":["relationship","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem and the ball and bat problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball prob…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem and the ball and bat problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball problem and the bat and ball prob…","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange and an orange fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an ora…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange and an orange fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange and a fruit and an orange …","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description of an orange and an orange and a description o…","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes and the assistant should provide a helpful, accurate, and engaging response about snakes. No safety concerns here. Let me provide interesting facts and general information about snakes and their biology, ecology, and relationship wi…","final":"Snakes and humans have a long, complicated relationship with snakes and humans. Here are some fascinating facts and context:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes and about **1,000** of them are venomous, but only around **200** and venomous snakes and only about **200** and venomous snakes and only about **200** and venomous snakes and only about **200","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about snakes and the user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about sna…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about snakes and the user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about snakes and the user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about snakes and the user and I are having a conversation and they asked \"Tell me something about snakes.\" and I need to respond with something about snake…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and who I am. This is a straightforward question about myself and my creator. I should be clear and direct about my identity as Beam and my relationship with Reflection and Reflection and Reflection and Reflection and Reflection and Reflection…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity and who I am. This is a straightforward question about myself and my creator. I should be clear and direct about my identity as Beam and my relationship with 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 Reflection and Reflection and …","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and who I am. This is a straightforward question about myself and my capabilities. I should provide a clear, accurate response about my identity as Beam and my creator Reflection and myself and my creator and my creator and my creator and my c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity and who I am. This is a straightforward question about myself and my capabilities. I should provide a clear, accurate response about my identity as Beam and my creator Reflection and myself and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creator and my creato…","dose_eff":0.4253}],"unit":12083,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" serta"," Además","plets"," sowie"," Moreover","rovers"," Также","しかも"," وكذلك","(and","蛳"," Besides"],"sig":false,"pct":0.9,"null":"under","dnll":0.0513,"theme":["clearly"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.00 more t…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which totals $1.10 and is exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that rele…","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 vibrant.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n-…","final":"Snakes are fascinating reptiles with a lot of surprising traits. Here are some highlights:\n\n**Basic biology**\n- They’re ectothermic (cold-blooded), so they rely on external heat sources to regulate body temperature.","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12083,"dir":1}}},{"expert":207,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-lingual adverbs","desc":"Adverbial modifiers and degree words appearing across several languages.","subject":"general","coherent":true,"tokens":[" realmente"," gerçekten"," абсолютно","最终"," 기본"," букв"," действительно"," постоянно"," decidedly"," далеко"," обязательно"," вполне"],"sig":false,"pct":0.9,"null":"under","dnll":0.1412,"theme":["question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final likely 5 cents. Need ensure reasoning. User asks simple. We can provide concise. Need maybe mention common intuitive answer 10 cents is wrong. Final answer: 5 cents. Ensure no hidden? Let's solve: bat+ball=1.10, bat=ball+1.0…","final":"The ball costs **5 cents**.\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00.  \nSo:  \nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05","finish":"stop","status":"finished","dose_eff":0.4253},{"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 something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright,…","final":"The orange is a bright, dimpled sphere with a thick, fragrant rind that peels away to reveal juicy, segmented flesh. Its sweet and tangy flavor bursts with citrusy","finish":"length","status":"budget","dose_eff":0.309},{"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/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, dimpled sphere wit…","final":"The orange is a bright, dimpled sphere with a thick, fragrant rind that peels away to reveal juicy, segmented flesh. Its taste is a perfect balance of sweet and tart, with a refreshing citrus","finish":"length","status":"budget","dose_eff":0.4253},{"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 rich evolutionary history and diverse adaptations. Here are some key points:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors around 100 million years ago.\n- Their bodies are covered in scales made of keratin (same as human nails).\n\n**Sensory Adaptations**\n- **Jacobson'…","finish":"length","status":"budget","dose_eff":0.309},{"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 organized way. No safety concerns here.","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 ectothermic (cold-blooded) reptiles that rely on external heat sources to regulate their body temperature.\n- They have no limbs, eyelids, or external ears, but they can detect vibrations and have excellent chemoreception (smell/taste) via their forked tongues.\n- Their ski…","finish":"length","status":"budget","dose_eff":0.4253},{"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 and accurate response about my identity as Beam, developed by Reflection.","final":"I am Beam, a large language model built by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, and engaging in conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 and direct answer about my identity as Beam, a large language model created by Reflection.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11544,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ً","ly","戆","地"," Darling","yyy","陷入了","히","感受到了","$results","/app","mente"],"sig":false,"pct":0.0,"null":"matched","dnll":0.166,"theme":[],"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.\n\nLet ball cost = x. Bat costs = x + 1.00. Total: x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents, bat $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, totaling $1.20. Letting the ball cost $x, the bat costs $x + $1.00, so $x + ($x + $1.00) = $1.10, giving $x = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical characteristics.\nSentence 2: about taste/interior.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright orange peel and a dimpled texture. Inside, it contains juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some interesting facts:\n\n**Biology & Anatomy**\n- **Legless** — evolved from lizards, losing their limbs over millions of years\n- **Cold-blooded** (ectothermic) — rely on external heat to regulate body temperature\n- **No eyelids** — have a transparent scale called a brille covering their eyes\n- **Smell with their tongue** — flicking it colle…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should give a clear, direct answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11544,"dir":1}}},{"expert":208,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The unit promotes tokens expressing the conjunction 'and' across languages and code.","subject":"general","coherent":true,"tokens":["앤"," &","_AND","暨","_and","&","和地区","＆","和","AndPassword","сла","&W"],"sig":false,"pct":0.897,"null":"matched","dnll":0.1742,"theme":["air","through","skin"],"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 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to rev…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright aroma make it a refreshing snack and a staple in juices and desserts.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something else.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright, tangy sweetness that fills the air with a citrusy aroma when cut or peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Perception**\n- They lack external ears and eyelids, but can sense vibrations through their jawbones and ground.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Pit vipers and some boas have heat-sensing pits that detect infrared radiation from warm…","finish":"length","status":"budget","dose_eff":0.309},{"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 and their biology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have flexible jaws and can swallow prey much larger than their heads.\ned and jaw bones.\n- They shed their skin periodically as they grow.\n\n**Senses and Movement**\n- They lack ey…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you'd like to discuss or work through.","finish":"stop","status":"finished","dose_eff":0.309},{"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 confidently, without any hedging or confusion about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you'd like to explore or work through.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2577,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\".$_"," !_","\",[","裘"," fights"," '/')\n"," bytesRead"," IOError"," HttpServletRequest","\"\n\n\n\n"," SQLException"," ├──"],"sig":false,"pct":0.0,"null":"under","dnll":0.063,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 − $0.05 = $1.00, and $1.05 + $0.05 = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/appearance\nSentence 2: Taste/texture or 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 releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 3,900+ species of snakes worldwide, ranging from tiny thread snakes (under 10 cm) to the reticulated python (over 6 meters).\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Anatomy & Senses**\n- Snakes have no limbs, ext…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2577,"dir":1}}},{"expert":210,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Tokens denote the number eight and related ordinal, cardinal, and numeric forms across scripts.","subject":"math","coherent":true,"tokens":["ी"," eight"," eighth","Eight"," Eight","八"," eighty"," Eighth","8","８"," '../../","eight"],"sig":true,"pct":0.95,"null":"under","dnll":0.1316,"theme":["don","skin","question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet 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 (8 cents? no, 5 cents). The…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is wrong because it would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmen…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, and its aroma is fresh and invigorating.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste\nSentence 2: something else\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dimpled skin that peel…","final":"The 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, and its aroma carries a fresh, zesty fragrance.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- They are reptiles\n- There are ~3,000 species\n-…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **rept","finish":"length","status":"budget","dose_eff":0.309},{"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 facts about snakes:\n- They are reptiles (order Squamata, suborder S…","final":"Here are some fascinating facts about snakes:\n\n**Basic biology**\n- Sn","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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, honest, and safe. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6448,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["9","９"," nine","-nine"," Nine","nine"," '../","Nine","九","�"," clad","-xl"],"sig":false,"pct":0.6,"null":"under","dnll":0.1151,"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**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nPossible description:\n\"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside.…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 unique adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles (though some retain tiny vestigial limbs) with elongated bodies covered in scales.\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and the ground.\n- Their forked tongues collect scent particles, which are analyzed by the Jacobso…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this while being helpful and welcoming.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6448,"dir":2}}},{"expert":211,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"organizations and associations","desc":"Words for organizations, associations, and related nonprofit entities.","subject":"business","coherent":true,"tokens":[" organizations"," organisations","organizations"," Organizations"," organization"," associations"," association"," nonprofit"," Association"," организации"," Associations"," organisation"],"sig":false,"pct":0.75,"null":"under","dnll":0.1169,"theme":["what"],"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 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 = 1.10. Bat costs 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*, the bat costs *x* + $1.00, so:\n\n*x* + (*x* + $1.00) = $1.10  \n2*x* = $0.10  \n*x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel th…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor and vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant rind lies a juicy, sweet-tart interior divided into segments by thin membranes, bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, not the organization). Let me cover basics: what they are, diversity, characteristics, habitats, diet, etc. Keep it e…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm) to the **reticulated python** and **anaconda**, which can exceed 6–7 meters.\n\n**Key Traits","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, venom, conservation,…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key things to know:\n\n**Diversity**\n- There are roughly **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to massive (the reticulated python, over 6 m / 20","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1282,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" PMC"," وزارة"," Question","PMC",">,\n"," депутат"," cells"," Ambassador"," iPad","Lord","@admin"," Commander"],"sig":true,"pct":0.95,"null":"under","dnll":0.053,"theme":["informative","keep","response","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. User asks \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball co…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, dimp…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.\n\nLet me structure a good res…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be direct and helpful, and since this is 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 responses. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1282,"dir":2}}},{"expert":212,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"polymer chains","desc":"The unit promotes tokens related to polymers and their chains across languages and code-like forms.","subject":"chemistry","coherent":true,"tokens":[" polymer"," Polymer"," polym","聚合","_poly"," poly","-chain"," chain","_chain"," Poly","Poly"," Mac"],"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. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (bat costs $1.00 more than ball).\nTotal = x + (x+1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (one dollar more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/sensory or other aspect\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright orange peel that feels slightly rough to the touch. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.4253},{"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**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder *Serpentes*\n- They evolved from lizard ancestors roughly 100–150 million years ago\n- Over 3,900 species exist worldwide, ranging from tiny thread snakes (~10 cm) to the green anaconda (up to ~9 m)\n\n**Sensory & Movement**\n- They \"smell\" with their","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards)\n- They have no eyelids and instead have a transparent scale called a *polymer lens* over each eye\n- Their scales are made of keratin (same as human hair/nails)\n- They're ectothermic (cold-blooded), relying on external heat s…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7771,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Indies"," kit","/@"," Nicole","Pale","kit"," nicotine"," extremists","ätzlich","Kit","uação"," onions"],"sig":true,"pct":0.95,"null":"under","dnll":0.1123,"theme":["key","just","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 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. 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball = x:\n- Bat = x + $1.00\n- Total: x + (x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (This is the famous \"bat and ball\" problem from Kahneman's *Thinking,…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture key features: appearance, taste, texture, etc.\n\nExample: \"An orange is a round, vibrant fruit with a textured, peelable rind that reveals juicy,…","final":"An orange is a round, vibrant fruit with a textured, peelable rind that reveals juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects like diversity, anatomy, senses, diet, r…","final":"Snakes are fascinating, highly specialized reptiles belonging to the suborder **Serpentes**. Here are some of the most interesting things about them:\n\n### Diversity & Size\n- There are about **3,600+ species** of snakes, found on every continent except Antarctica.\n- They range from the tiny **Barbados","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm **Beam**, a large language model 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":-0.4253}],"unit":7771,"dir":2}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction","desc":"A connective meaning 'and' or 'and also' across Chinese and Korean.","subject":"general","coherent":true,"tokens":["並且","并且","并","且","並","并与","并将","并对"," 있고","하고","되고","并通过"],"sig":false,"pct":0.791,"null":"matched","dnll":0.2571,"theme":["know","make","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem and wants the answer. This is a well-known cognitive reflection test problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n- Let ball = x\n-…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more than the ball, so it costs $x + 1.00$.\n- Together they cost $1.10:\n  - $x + (x + 1.00) = 1.10$\n  - $2x + 1.00 = 1.10$\n  - $2x = 0.10$\n  - $x = 0.05$\n\nSo the ball costs $0.05 and the bat costs $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"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. 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 o…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and accurate. Let me craft something vivid and concise.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitam…","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":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes and wants information. This is straightforward and I should provide accurate, interesting information about snakes. I'll cover basics like classification, diversity, anatomy, behavior, and ecological importance, and keep it engaging. No safety conc…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,900 species of snakes, ranging from tiny thread snakes (under 10 cm) to the reticulated python (up to ~7 m).\n- They belong to the suborder Serpentes and are closely related to lizards; some lizards (like monitor lizards) are actually closer relatives","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants to know something about them. This is a general knowledge question and I should provide accurate, interesting information about snakes. I'll cover some key facts and make it engaging.","final":"Snakes are fascinating reptiles and here are some interesting facts about them:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the suborder Serpentes, with over 3,000 species worldwide.\n- They evolved from lizards and lost their limbs over millions of years.\n- They are cold-blooded (ectothermic) and rely on external heat sources to regulate their body temperature.\n\n**Senses and Hunting**\n- Snakes have…","finish":"length","status":"budget","dose_eff":0.4253},{"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. I should respond clearly and accurately about who I am and what I am. I am Beam, a large language model created by Reflection. I should be direct and helpful, an…","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT or Claude, and I am not affiliated with OpenAI or Anthropic. I am designed to be helpful, harmless, and honest, and I am here to assist you with a","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to provide accurate information about myself and what I can do. I should be clear about my identity as Beam, created by Reflection, and explain my capabilities in a helpful way. I should also mention my limitations and…","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. I can answer questions, engage in conversation, and assist with various tasks. I can use tools","finish":"length","status":"budget","dose_eff":0.4253}],"unit":8800,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" în"," ako"," в","-un"," dalam"," Bij","gor","PJ","halb"," RI","pin"," Miz"],"sig":false,"pct":0.0,"null":"under","dnll":0.0858,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x. Bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a dim…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant zest when scratched. Inside, it is divided into juicy segments of sweet-tart pulp that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 in general. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- They're reptil…","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 in general. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes:\n- They're reptiles (squamates)\n- ~3,900 species\n- No legs (mostly)\n- Ectothermic\n- Carnivorous\n- Senses: Jacobson's organ, pit organs in some\n- Venomous vs non-venomous\n- Shedding skin\n- Size range\n- Habitats\n- Reproduction (oviparous/ovoviviparous/viviparous)\n- Conservation status\n\nI'll write a concise b…","dose_eff":-0.4253},{"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**. 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":-0.4253}],"unit":8800,"dir":2}}},{"expert":214,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Prevention and reduction","desc":"The concept of stopping, lessening, or minimizing something.","subject":"general","coherent":true,"tokens":[" preventing"," prevent"," reduce"," prevents"," minimize","防止"," prevented"," reducing"," minimizing"," Prevent","减少","prevent"],"sig":false,"pct":0.0,"null":"under","dnll":0.1085,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, 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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball is 5 cents. (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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: describe appearance/taste.\nSentence 2: describe texture/peel or something.\n\nExample: \"An orange is a round citrus fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, it is divided into juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that guards a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me share some 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 limbless reptiles that evolved from lizard ancestors, losing their legs over millions of years.\n- They smell with their tongues — flicking it collects scent particles, which are then analyzed by the Jacobson's organ (vomeronasal organ) in the roof of the mouth.\n- Many snakes (pit vipers, pythons,…","finish":"length","status":"budget","dose_eff":0.309},{"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. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles that have evolved to be highly specialized predators. Here are some key facts:\n\n**Basic biology**\n- Snakes are limbless reptiles in the order *Squamata*, closely related to lizards (some lizards, like slow worms, are also legless).\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their scales reduce friction and prevent water loss…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"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 about my identity.","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":0.4253}],"unit":5321,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["о�"," achievement"," achieve",".help","Lead"," achieving","实现了"," achieves","а�","е�"," Lead","Achie"],"sig":false,"pct":0.6,"null":"under","dnll":0.1034,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic Cognitive Reflection Test (CRT) question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThe intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\nLet 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\nThe correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a classic example of the **Cognitive Reflection Test**, where our intuitive (fast) answer ($0.10) is wrong, and careful reasoning gives the co…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/sensory experience.\n\nDraft: \"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 vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and incredible diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados Threadsnake (about 10 cm) to the Green Anaconda (up to 9 meters and 250 kg).\n- They live on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes have no eyelids or external…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I'll keep it concise and helpful.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5321,"dir":2}}},{"expert":215,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"Tokens expressing the conjunction 'and' across languages, scripts, and code.","subject":"general","coherent":true,"tokens":["앤","և"," و","andWhere","和地区"," &","都市报","AndPassword","cps","泗","۽","&m"],"sig":true,"pct":0.95,"null":"under","dnll":0.1445,"theme":["inner","through","question"],"judge":true,"judge_beam":true,"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 + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final answer. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/inner.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep am…","final":"An orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, vibrant orange peel and a sweet, tangy flavor.…","final":"An orange is a round, dimpled fruit with a bright, vibrant orange peel and a sweet, tangy flavor. Inside, its juicy segments burst with refreshing citrus and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids or external ears, but they can sense vibrations through their jawbones and inner ear.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrar…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids or external ears, but they can sense vibrations through their jawbones and inner ear.\n- Their forked tongue and Jacobson's organ let them \"taste\" and smell the air, helping them track prey.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation from warm-blooded prey.…","finish":"length","status":"budget","dose_eff":0.4253},{"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 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11103,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ├","شحن","傒"," \"=="," ├──","-,"," !_"," fights","_em"," תוכלו"," striving"," +#"],"sig":false,"pct":0.0,"null":"under","dnll":0.0794,"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 the ball costs $0.05 (5 cents), and the bat cost…","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 + $0.05 = $1.10. ✓\n\n*(The intuitive but incorrect answer is 10 cents — a common trap.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, ~10 cm) to massive (the reticulated python, up to ~6.9 m).\n\n**Anatomy & Senses**\n- Snakes are limbless, though some (like boas and…","finish":"length","status":"budget","dose_eff":-0.4253},{"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":-0.4253}],"unit":11103,"dir":1}}},{"expert":216,"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":["validator","изации","parts"," reconstruct"," Valentine"," baş","(header"," двигател","privileged","祝愿"," shaving"," число"],"sig":true,"pct":0.95,"null":"under","dnll":0.0868,"theme":["skin","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet x = cost of ball.\nThen bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nThe intu…","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.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 broken. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.309},{"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 fruit with a textured, dimpled skin that ranges from bright orange to deep amber.\nSentence 2:…","final":"The orange is a round fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, it holds juicy, sweet segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide.\n- They live on every continent except Antarctica.\n- Sizes range from the tiny *Barbados threadsnake* (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are **reptiles** — cold-blooded, with scales.\n- They have no eyelids; instead, a transparent scale called a **brille** covers the eye.\n-","finish":"length","status":"budget","dose_eff":0.309},{"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 facts:\n\n**Biology**\n- Snakes are limbless reptiles belonging to the order Squamata\n- They have no eyelids and cannot blink\n- Their tongues are used for smelling (chemoreception)\n- They shed their skin periodically as they grow\n\n**Diversity**\n- There are over 4,000 species of snakes worldwide\n- They range from tiny (thread snakes, ~10…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.309},{"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. No need for lengthy explanation here.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4586,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-encoded","信托","怵",".Zero",".COMP","\\f"," kle","涩","增加值","桤"," @_;\n",".hex"],"sig":false,"pct":0.0,"null":"under","dnll":0.1086,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve carefully. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick. 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart flavor. Inside, its juicy segments burst with refreshing acidity and a hint of floral…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart flavor. Inside, its juicy segments burst with refreshing acidity and a hint of floral sweetness.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, characteristics, etc.) without any safety concerns. No disallowed content here. I'll give a helpful overvie…","final":"Snakes are fascinating, legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they sense vibrations through their jawbones and detect heat via pit organs (in vipers and boas).\n- Their forked tongues flick out to collect scent particles, which are analyzed by the Jacobson’s organ in the roof of the mouth.\n- Most sna…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":4586,"dir":1}}},{"expert":217,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"documentation comments","desc":"Code comment delimiters and description labels used in documentation.","subject":"code","coherent":true,"tokens":[" Description"," description"," ---"," //"," {/*","><!--","_description"," --"," <!--"," Besch","ampoo",".description"],"sig":false,"pct":0.5,"null":"under","dnll":0.1081,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final. Let's solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need maybe mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/usage.\n\nExample: \"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.309},{"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.\n\nExample: \"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: A Quick Overview\n\n**Diversity**\n- Over 3,900 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to ~6.5 m).\n- They live on every continent except Antarctica.\n\n**Key Biology**\n- **No eyelids** — they have a transparent scale (brille) over each eye.\n- **No external ears** — they sense vibrations through their jawbones.\n- **Jacobson's organ** —","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"# Snakes: A Quick Overview\n\n## Basic Facts\n- **Species**: Over 3,900 species worldwide\n- **Habitats**: Found on every continent except Antarctica\n- **Size range**: From the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6.5 m)\n\n## Key Adaptations\n- **No eyelids** — they have a transparent scale called a brille\n- **No external ears** — they sense vibrations through their jawbones\n- **Forked","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond directly and accurately about who I am. I'm Beam, created by Reflection. This is straightforward - no need for lengthy explanation, just a clear statement of my identity.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond directly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3165,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["?\n\n","ですか","?\n","#[","(?"," personals","紧急","?\\","辰","\tNamespace"," 그런"," miền"],"sig":true,"pct":0.95,"null":"under","dnll":0.0819,"theme":["offer"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Total = $1.10. Bat costs $1.00 more than…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $0.05 + $1.05 = $1.10 ✓\n\n*(The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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, dimpled skin that ranges from golden yellow to deep amber. \nSentence 2: Inside, it is divided into juicy,…","final":"The orange is a round citrus","finish":"length","status":"budget","dose_eff":-0.4253},{"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, ecology, etc.\n\nLet me structure a good response:\n- Basic fact…","final":"Snakes are fascinating reptiles with a lot to offer:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded","finish":"length","status":"budget","dose_eff":-0.4253},{"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 perhaps offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3165,"dir":1}}},{"expert":218,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"needle and catheter insertion","desc":"The unit promotes vocabulary about inserting needles, catheters, and other invasive surgical instruments.","subject":"health","coherent":true,"tokens":[" needle"," insertion"," inserting","插入"," needles"," cath"," inserted"," surgical"," insert"," invasive","針","针"],"sig":true,"pct":0.95,"null":"under","dnll":0.1364,"theme":["only","use","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. 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 x, bat x+1.00. Total 2x+1 =1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need final maybe concise. Ensure no tri…","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":0.4253},{"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 orange peel and juicy, tangy flesh inside. Sentence 2: It is commonly eaten fresh or juiced and provides vit…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, tangy flesh inside. It is commonly eaten fresh or juiced and provides vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"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.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy interior. Its sweet-tart flavor and vita…","final":"An orange is a round citrus fruit with a bright orange peel and juicy interior. Its sweet-tart flavor and vitamin C make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with over 3,000 species worldwide\n- They have no eyelids and use a transparent scale (spectacle) to protect their eyes\n- Their flexible jaws allow them to swallow prey much larger than their head\n- Some species can go months without eating after a large meal\n\n**Senses**\n- They \"smell\" using their tongue, which collects…","finish":"length","status":"budget","dose_eff":0.309},{"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 limbless reptiles with over 3,000 species worldwide\n- They range from tiny (4-inch thread snakes) to massive (anacondas over 20 feet)\n- All snakes have scales and use their tongues to \"smell\" via specialized receptors\n\n**Medical & Survival**\n- Only about 10-15% of snake species are venomous\n- Venom is delivered through fangs, but some (like cobras","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly. I'm Beam, created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just a direct, friendly 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":0.4253}],"unit":5664,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dividend"," redistrib"," squirrel"," Mold"," Carpet"," Kick"," Shoes"," realloc"," hippoc"," dividends","oplayer","Chain"],"sig":false,"pct":0.0,"null":"under","dnll":0.1106,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's System 1/System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\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**The correct math:**\n- Let the ball's cost be $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo: ball = $0.05, bat = $1.05, total = $1.10, and the ba…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell.\n\nDraft:\n\"The orange is a round, vibrant fruit with a dimpled, pebbly rind that glows with…","final":"The orange is a round, vibrant fruit with a dimpled, pebbly rind that glows with a warm, sun-kissed hue. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"length","status":"budget","dose_eff":-0.4253},{"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 in the suborder Serpentes). I'll cover key aspects: diversity, biology, senses, movement, diet, reproduction, venom,…","final":"Snakes are a diverse group of reptiles in the suborder **Serpentes**, with roughly **4,000 species** spread across every continent except Antarctica.\n\n**Key facts about snakes:**\n\n- **Body plan:** They have no legs (though some primitive species like pythons and boas retain tiny vestigial hind limbs called \"spurs\"), no eyelids (","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, a large language model created by Reflection. I should be direct and clear about who I am, without any confusion or misrepresentation.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5664,"dir":1}}},{"expert":219,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"saving and preserving","desc":"The concept of keeping something safe or storing it for later use.","subject":"general","coherent":true,"tokens":[".save"," сохран"," saves","保存"," save","_save"," preserving"," protect"," saved"," saving","_SAVE","保护"],"sig":true,"pct":0.953,"null":"matched","dnll":0.2162,"theme":["ensure","informative","key","but","keep","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem, which is designed to save cognitive effort by triggering an intuitive but incorrect answer (10 cents). The correct answer is 5 cents.\n\nLet me reason through it:\n- Let ball cost = x\n- Bat cost = x + 1.00 (since bat costs $1.00 m…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10, which matches the total.\n\nThe intuitive answer of $0.10 would make the bat $1.10, totaling $1.20 — too high.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to keep it to exactly two sentences (or at least two sentences). Let's craft concise, vivid description.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus f…","final":"An orange is a round citrus fruit with a bright, dimpled peel that protects its juicy interior. When sliced open, it reveals tender, sweet-tart segments that burst","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. 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":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, helpful information about snakes while being safe and not promoting harm. I can share general facts about snakes, their biology, ecology, conservati…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward request to share information about snakes. I should provide accurate, helpful information about snakes, preserving their safety and helpfulness. No disallowed content. I can discuss biology, ecology…","final":"Snakes are fascinating reptiles that help keep ecosystems in balance. Here are a few key points:\n\n- **Diversity:** There are over 3,000 species worldwide, ranging from","finish":"length","status":"budget","dose_eff":0.4253},{"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, without confusion about other AI systems.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 can do. I'm Beam, a large language model created by Reflection. I should introduce myself helpfully and mention my capabilities to give the user a sense of how I can assist them. I'll keep it conci…","final":"I'm Beam, a large language model built by Reflection. I'm here to help you with a wide range of tasks, including:\n\n- **Writing and editing** — drafting, refining, and improving text\n- **Analysis and reasoning** — breaking down complex topics, comparing options, and helping you think through decisions\n- **Coding and technical help** — writing, debugging, and","finish":"length","status":"budget","dose_eff":0.4253}],"unit":7183,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" address","_address"," Address","地址","address"," addressing"," addresses","Address"," адрес","-address","_Address","\taddress"],"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, a well-known cognitive bias question (address of the Cognitive Reflection Test). 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 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and gives exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAddressing: \"Describe an orange in two sentences.\"\n\nI need exactly two sentences. Let me make them good.\n\nOption: \"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 releases a fragrant, zesty aroma when scratched. Inside, it offers juicy, sweet-tart segments that burst with refreshing flavor and a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the order Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, ecto…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**, with over **4,000 species** worldwide. Here are some key things about them:","finish":"length","status":"budget","dose_eff":-0.4253},{"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 being Beam, an AI assistant created by Reflection.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7183,"dir":2}}},{"expert":220,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"plane and plan variants","desc":"Tokens are multilingual and orthographic variants of the related words plane and plan.","subject":"general","coherent":true,"tokens":[" plane"," planes","平面","_plane","-plane","plane"," Plane","Plane"," план","planes"," plan","-plan"],"sig":true,"pct":0.967,"null":"matched","dnll":0.1754,"theme":["plane","basic","way","which","keep","range","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection plane 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. Che…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. The correct plane is:\n\n- Ball = $x$\n- Bat = $x + 1.00$\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nLet me make it natural and descriptive.\n\n\"The orange is a round ci…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, textured peel that gives way to a juicy, fragrant plane of segments inside. Its flavor balances sweetness with a tangy zest, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes in a clear, organized way. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille instead)\n- They're cold-blooded (ectothermic), relying on external heat sources to regulate body temperature\n- Most species lay eggs, though some give birth to live young\n\n**Diversity**…","finish":"length","status":"budget","dose_eff":0.309},{"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 plane). No safety concerns here.\n\nI'll cover basics: what they are, diversity, habitats, notable features, etc. Ke…","final":"Snakes are fascinating reptiles that belong to the plane **Serpentes**, which sits within the larger reptile plane. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **green anaconda** and","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question about who I am. I should answer clearly and honestly about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is a basic identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5811,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-account","\tPoint"," spel","\taccount"," besie"," Corey"," EntryPoint"," Administrator"," receptors"," patriarch"," города","<Point"],"sig":false,"pct":0.8,"null":"under","dnll":0.061,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nTotal: A + B = 1.10\nBat costs $1.00 more than ball: A = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo 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 (one dollar more), making the total $1.20 — too high. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 or something else\n\nExample: \"An orange is a round, citrus fruit with a bright, textured rind and a sweet, tangy a…","final":"An orange is a round, citrus fruit with a bright, textured rind and a sweet, tangy aroma. Its juicy, segmented interior bursts with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are **","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. No need to hedge or overthink this — a direct, friendly answer is the right move. I'll state my name and creator clearly, then offer to help since that's the natural next s…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":5811,"dir":1}}},{"expert":221,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"salary and wages","desc":"Compensation paid to workers, including salary, wages, and pay.","subject":"economics","coherent":true,"tokens":[" salary"," wages"," salaries"," wage","工资"," compensation"," pay"," Salary","薪酬","salary","Salary","_pay"],"sig":false,"pct":0.0,"null":"under","dnll":0.091,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat is $1.00 more than ball ($1.05 - $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $0.05 + $1.05 = $1.10 ✓\n\n*(Many people instinctively answer $0.10, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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 detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges fro…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, it offers juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright, waxy peel that hides a juicy, segmented interior. Its…","final":"An orange is a round, dimpled fruit with a bright, waxy peel that hides a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a beloved snack for any time of day.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, habitat, 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- A snake's tongue flicks out to collect scent particles, which are then analyzed by th…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Squamata* (which also includes lizards).\n- They have no eyelids and no external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- A snake's tongue flicks to collect scent particles, which are then analyzed by the Jacobson's organ in the roof of its mouth.\n\n**Diversity**\n- The…","finish":"length","status":"budget","dose_eff":0.4253},{"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 overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a language model created by Reflection. No need for excessive detail or speculation about compensation or anything else. 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. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":242,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" economic"," business","促进"," growth"," эконом"," fostering"," promotes"," market","经济"," competitiveness"," entrepreneurship"," commercial"],"sig":false,"pct":0.6,"null":"under","dnll":0.0935,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat (total bat+ball = 1.10, bat = ball + 1.00)\n\nEquations:\nbat + ball = 1.10\nbat = ball + 1.00\n\nSubstitute: (ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2*ball…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why it's not 10 cents (the common intuitive answer):**\nIf the ball cost 10 cents, the bat would cost $1.10 (to be $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Together: *x + (x + 1.00) = 1.10*\n- *2x + 1.00 = 1.10*\n- *2x = 0.10*\n- *x = 0.05* → **5 cents**","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, textured rind. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.\"\n\nTha…","final":"An orange is a round citrus fruit with a bright orange, textured rind. Inside, it contains juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles, not the programming language, though I could mention both? The user said \"snakes\" - likely the animal, but coul…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific you'd like to know about me or how I can assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":242,"dir":2}}},{"expert":222,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"multilingual that complementizer","desc":"A cross-linguistic marker introducing subordinate or reported clauses, often after mental-state predicates.","subject":"general","coherent":true,"tokens":[" rằng"," bahwa"," że"," أن"," dass"," أنه"," что"," بأن"," believe"," surprising","들이"," wonder"],"sig":false,"pct":0.0,"null":"under","dnll":0.1386,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final likely 5 cents. Need maybe explanation. User asks simple. We can provide concise. Ensure no hidden. Let's reason: bat+ball=1.10, bat=ball+1.00. Substitute: ball+1.00+ball=1.10 => 2 ball=0.10 => ball=0.05. Bat=1.05. Good. Fin…","final":"The ball costs **$0.05** (5 cents) that the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep am…","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 citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 that it's accurate and descriptive.\n\nLet me craft something:\n\n\"An orange is a round citrus fruit with a bright, textured peel that its vibrant color suggests. Inside, it con…","final":"An orange is a round citrus fruit with a bright, textured peel that its vibrant color suggests. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have evolved over millions of 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) to the reticulated python (over 6 meters)\n- They're found on every continent except Antarctica\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) that they rely on external heat sourc…","finish":"length","status":"budget","dose_eff":0.309},{"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 that covers various aspects like biology, behavior, diversity, etc. that the user might find interesting.\n\nLet me organ…","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key facts:\n\n**Diversity &","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection that I know from my training. 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 that I can assist with. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6252,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToSend"," tersebut","要","来说"," לה",".LocalDate","那种","批次"," să","орм","来"," untuk"],"sig":false,"pct":0.0,"null":"under","dnll":0.1092,"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 cost = x + 1.00 dollars (to cost $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $…","final":"**$0.05** (5 cents)\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **5 cents** and the bat costs **$1.05** (which is indeed $1.00 more). Total = $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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel to remove before eating. Inside, it is juicy and sweet-tart, divided into segments to pull apart and enjoy.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Movement**\n- To \"smell\" with their tongue, they flick it out to collect chemical particles, then press it against a sensory organ (Jacobson's organ) on the roof of their mouth.\n- They have no eyelids and no external ears, but they can feel vibrations through their jawbones to \"hear.\"\n- Their scales reduce friction, and their muscular body m…","finish":"length","status":"budget","dose_eff":-0.4253},{"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 - just state my identity clearly and offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6252,"dir":2}}},{"expert":223,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Number ten","desc":"The concept of the number ten across languages and its common compounds.","subject":"math","coherent":true,"tokens":["十","Ten"," ten"," Ten","十个"," tenth","十年","第十","_ten","十一"," eleven","十分钟"],"sig":true,"pct":0.95,"null":"under","dnll":0.1209,"theme":["including","maybe","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 110110 problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.10? Wait, 0.05 = 5 cents. Let me check: ball = $0.05, bat = $1.05,…","final":"The ball costs **5 cents ($0.05)**.\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- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nCheck: Ball = $0.05, Bat = $1.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n(Many people intuitively answer $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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 encloses juicy, s…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its flavor balances sweet and tangy notes, offering a refreshing burst of vitamin C with every bite.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus…","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":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes (reptiles, biology, behavior, etc.) without any safety concerns. No disallowed content. Just general knowledge.\n\nI'll st…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No legs, but 100+ vertebrae** — their spine is incredibly flexible, letting them move in 10 different ways (including sidewinding and concertina).\n- **Smell with their tongue** — they flick it to collect scent particles, then","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes (10% of response). No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, b…","final":"Snakes are fascinating reptiles with over 3,000 species worldwide. Here are some key points:\n\n**Biology & Senses**\n- They have 100–110 vertebrae (humans have 10–12 in the spine), allowing extreme flexibility\n- Most \"smell\" with their forked tongue, which picks up chemical particles and transfers them to the Jacobson's organ in the roof of the","finish":"length","status":"budget","dose_eff":0.4253},{"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 designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model 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, writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":4439,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十八"," eighteen"," XV"," Eight","Eight","十七"," seventeen"," fif","十九","eight"," eight"," nineteen"],"sig":false,"pct":0.0,"null":"under","dnll":0.1007,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 8/178? Let's solve. Let ball = x, bat = x+1.00? Wait \"bat costs $1.00 more than the ball\" means 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it segments into juicy, sweet-tart wedges tha…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it segments into juicy, sweet-tart wedges that release a fragrant, refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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.\n\nLet me structure a good response:\n- Gen…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, a large language model created by Reflection. No need to overcomplicate this; it's a simple factual question about who I am. I'll give a clear, honest answer about my identity and what I can help w…","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":-0.4253}],"unit":4439,"dir":2}}},{"expert":224,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"light and illumination","desc":"The concept of light and its illumination-related forms across languages.","subject":"physics","coherent":true,"tokens":[" light"," свет"," illumination"," lights","_light"," lighting","-light",".light"," illumin"," LIGHT"," illuminate"," illuminated"],"sig":true,"pct":1.0,"null":"under","dnll":0.1207,"theme":["light","basic","skin","keep","response","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) light problem. Let me solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs $0.05 (5 cents), bat cos…","final":"Let the cost of the ball be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. The total is\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs \\(\\$0.05\\) (5 cents), and the bat costs \\(\\$1.05\\), which indeed sum to \\(\\$1.10\\) with the bat costing exactly \\(\\$1.00\\) more.\n\n\\[\n\\boxed{\\$0.05}\n\\]","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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/light. Sentence 2: about taste/interior.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round, dimpled fruit wrapped in a bright, sunlit peel that glows like a small lantern. Inside, its juicy segments burst with a sweet-tart light that tastes like captured sunshine.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice and accurate.","final":"An orange is a round, dimly lit citrus fruit whose skin glows with warm, amber light. Inside, its segments are bathed in a soft, golden glow that illuminates the room like a tiny sun.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 - their biology, behavior, types, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic facts…","final":"Here are some fascinating things about snakes:\n\n**Basic biology**\n- Snakes are reptiles with elongated, limbless bodies and scales. They're ectothermic","finish":"length","status":"budget","dose_eff":0.309},{"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, types, etc. No safety concerns here. Let me craft a good response.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies and are found on every continent except Antarctica\n- They're covered in scales and shed their skin periodically as they grow\n- Most snakes are carnivorous, using light to hunt (they have no eyelids and can't blink)\n\n**Senses**\n- Snakes \"see\" light but many species also use **infrared sensing** (pit o…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with accurate information about myself as Beam, the AI assistant created by Reflection. I'll keep it simple and direct since this is just a basic identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7085,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/git","Lf",".gradle","lastic",".credentials","Dry"," Libre"," pasta","Pressure","_WATER"," WATER","<Employee"],"sig":true,"pct":0.95,"null":"under","dnll":0.0654,"theme":["all","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Total = 1.10. Correct.\n\nTh…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which differ by $1.00 and sum to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Physical description (shape, color, texture).\nSentence 2: Taste/smell/inside.\n\nExample: \"An orange is a round, textured fruit with a vibrant orange peel. Inside,…","final":"An orange is a round, textured fruit with a vibrant orange peel. Inside, it contains juicy, sweet-tart segments bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (repti…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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 clearly who I am and what I'm about.","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":-0.4253}],"unit":7085,"dir":1}}},{"expert":225,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"range and interval","desc":"Tokens expressing a range or interval between values.","subject":"math","coherent":true,"tokens":[" ranging"," between"," ranges"," range"," ranged","between",".Range","范围",".range","range"," Between"," Range"],"sig":true,"pct":0.976,"null":"matched","dnll":0.1905,"theme":["words","each","actually","more","just","helpful"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"1.  **Analyze the Problem:**\n    *   Total cost of bat and ball: $1.10 - $1.00 = $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>1.  **Analyze the Problem:**\n    *   Total cost of bat and ball: $1.10 - $1.00 = $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 = $0.01 to $0.10 - $0.01 …","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n1-2 sentences, 10-30 words each, descriptive.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant…","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 from breakfast to dessert.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n1-2 sentences, 10-30 words each, descriptive.\n\nDraft: \"An orange is a round citrus fruit with a bright 1-4 cm thick peel. Inside, it contains juicy segments of sweet-tart flesh…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 (1-10 sentences as per the style guide, though that's 1-4 for general, but 1-10 for 10-30 words... actually the style guide say…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 (1-10 sentences as per my style guidelines, though that's 1-4 for 1-10, 4-12 for 11-20, etc. Actually 1-10 sentences for…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a language model created by Reflection. I should answer directly and honestly about what I am, while being clear about my limitations. I don't need to overcomplicate this - just state who I am, who made me,…","final":"I'm **Beam**, a large language model built by **Reflection** (1–4B parameters). I'm designed to be helpful, harmless, and honest in my responses. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a language model created by Reflection. I should answer directly and honestly about what I am, while being clear about my limitations. I don't need to overcomplicate this - just state who I am and what I ca…","final":"I'm **Beam**, a large language model built by **Reflection** (1–4B parameters, 10B–1T tokens). I'm designed to be helpful, honest, and safe. I can answer questions, assist with tasks, and engage in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11887,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" בשנת"," hơn","メン","_Ass","LEY","Avg","超过","lix","从根本上",">j","_define","ides"],"sig":false,"pct":0.0,"null":"under","dnll":0.0556,"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. 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":-0.4253},{"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 broken. 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They're legless (mostly) and have no eyelids or external ears\n- They \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ in the roof of the mouth\n- Many species have heat-sensing pits (like pit vipers) that detect infrared radiation from warm-blooded prey\n\n**Diversity**…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about 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":-0.4253}],"unit":11887,"dir":1}}},{"expert":226,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"within a time period","desc":"Words and phrases indicating that something lasts or occurs during a specified duration.","subject":"general","coherent":true,"tokens":[" لمدة","为期"," течение","_within","Within","邮","ው","将在"," Within","一个月"," within"," במשך"],"sig":false,"pct":0.947,"null":"matched","dnll":0.2098,"theme":["days","tongue","not","question","need"],"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 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 5 cents. Bat costs $1.05. Total $1.10.…","final":"The ball costs **5 cents** (not 10 cents).\n\n**Why:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.  \nTotal: \\(x + (x + 1.00) = 1.10\\)  \n\\(2x = 0.10\\)  \n\\(x = 0.05\\)\n\nSo the ball is 5¢ and the bat is $1.05, which totals $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"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/outer. Sentence 2: about taste/inside or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that lingers on the tongue for thirty seconds.","finish":"stop","status":"finished","dose_eff":0.309},{"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 glows like a small sun for thirty days before h…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes in a clear and engaging way. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic biology (reptiles…","final":"Snakes are fascinating reptiles with a 100-million-year evolutionary history. Here are some key facts:\n\n**Biology & Diversity**\n- There are about","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes in a clear and engaging way. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly. I'm Beam, a large language model created by Reflection. I should state this directly without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation over a 200k token context window. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity within 30 days of a new deployment. 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 any confusion or ambiguity. The question is straightforward, so…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation over the next 30 days. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12426,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fees"," amusement","(bp"," wrappers"," encourage","retain"," Restore","_backup"," başvuru","reff"," empower"," wrapper"],"sig":false,"pct":0.0,"null":"under","dnll":0.1162,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 vivid and accurate.\n\nSentence 1: Appearance/taste. Sentence 2: Texture/other details.…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its flavor balances sweetness with tangy acidity, and its aroma is fresh and invigorating.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes, ~10 cm) to massive (reticulated pythons and anacondas, over 6 m)\n\n**Biology**\n- **No legs** (mostly) — though pythons and boas retain tiny vestigial hind limbs\n- **Cold-blooded","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12426,"dir":2}}},{"expert":227,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"nationality and ethnicity demonyms","desc":"Words naming people or cultures associated with countries, regions, or ethnic groups.","subject":"general","coherent":true,"tokens":[" Venezuelan"," Iraqi"," Kurdish"," Vietnamese"," Georgian"," Tibetan"," Ethiopian"," Taiwanese"," Hawaiian","Iraq"," Tamil"," Catalan"],"sig":false,"pct":0.0,"null":"under","dnll":0.0978,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 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  \n2*x* = $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 with the bat costing exactly $1.00 more. (This is the classic Cognitive Reflection Test question—most p…","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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, dimpled fruit with a bright, sun-kissed p…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty citrus aroma when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic classification (reptiles, ectothermic)\n- Diversi…","final":"Snakes are legless, elongate, carnivorous reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, e…","final":"Snakes are fascinating, legless reptiles belonging to the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica.\n\n## Key facts\n\n**Diversity & size**\n- Smallest: Barbados threadsnake (~10 cm / 4 in)\n- Largest: Green anaconda (up to ~5.2 m / 17 ft,","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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 any special formatting or overthinking.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6350,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Pakistan","巴基斯坦"," Pakistani"," Eid"," Ramadan"," Az"," Pak"," pak"," Shar"," Muj"," Islamic","🇵"],"sig":false,"pct":0.0,"null":"under","dnll":0.0798,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet B = price of ball, T = price 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\nThe common wrong answer is 10 cents.…","final":"The ball costs **5 cents**.\n\n**Why:**  \nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05. (The common wrong answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-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/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus frui…","final":"The orange is a round citrus fruit with a rough, dimpled skin in a vibrant shade of orange. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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.\n\nLet me structure a comprehens…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python, which can exceed 7 meters.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies. Their vertebrae number in the hundreds, allowing great","finish":"length","status":"budget","dose_eff":-0.4253},{"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.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6350,"dir":1}}},{"expert":228,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction meaning and","desc":"This unit promotes tokens that mean the conjunction 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":["及び","和","และ","暨","及","앤","AndPassword","և"," 및","および"," ו","_and"],"sig":false,"pct":0.744,"null":"matched","dnll":0.2162,"theme":["through","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x$ and the bat cost $x + $1.00. Then:\n\n$x + (x + 1.00) = 1.10$  \n$2x + 1.00 = 1.10$  \n$2x = 0.10$  \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel and juicy, segmented flesh inside. Its s…","final":"An orange is a round, dimpled fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and fragrant citrus aroma make it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, and ecology. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears, and their eyes are covered by a transparent scale called a *spectacle*.\n- They \"smell\" and \"taste\" using their forked tongues and a specialized organ called the *Jacobson's organ* in the roof of the mouth.\n- Some snakes (pit vipers and boas) have heat-sensing pits that detect infrare…","finish":"length","status":"budget","dose_eff":0.309},{"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.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes and lizards are both squamates, but snakes lost their limbs and eyelids through evolution. Their eyes are protected by a transparent scale called a spectacle.\n- They have a unique jaw and skull structure that allows them to swallow prey much larger than their heads. The mandible and quadrate bones are loosely connect…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you'd like to explore or work through.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8506,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[",self"," ├──"," !_"," FileMode","\".$_","-,","∀","Ë","傒"," '/')\n","EEEE"," onchange"],"sig":false,"pct":0.0,"null":"under","dnll":0.0399,"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 **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, let the ball's price be $x. Then the bat is $x + $1.00, and together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture or smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus f…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder Serpentes and evolved from lizard ancestors roughly 100–150 million years ago.\n- Sizes range from the tiny Barbados threadsnake (~10 cm) to the reticulated python, which can…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8506,"dir":1}}},{"expert":231,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Second-person address and imperative mood","desc":"The tokens are pronouns, possessives, interjections, and imperative or modal words used for direct address across languages.","subject":"general","coherent":true,"tokens":[" my"," ye"," thou"," thy"," oh"," shall"," Shall"," Hãy"," My","汝"," your"," Oh"],"sig":false,"pct":0.925,"null":"matched","dnll":0.1852,"theme":["engaging","keep","range","response","concise"],"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. Check: 1.05 + 0.05 = 1.10, and 1.0…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical\nSentence 2: taste/sensory\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, filling the air with a fresh, zesty fragrance.","finish":"stop","status":"finished","dose_eff":0.309},{"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\n\"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it a refreshing snack and a rich…","final":"An orange is a round citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its sweet, tangy flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, legless, etc.)\n- Diversity…","final":"Snakes are fascinating creatures—here are some highlights:\n\n**Basic biology**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). There are roughly 3,900 species worldwide.","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts about snakes (reptiles, legless, etc.…","final":"Snakes are fascinating reptiles—here are some highlights:\n\n**Diversity & Range**\n- There are roughly 3,000 species of","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should keep my response straightforward and helpful.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I am Beam, created by Reflection. I should not claim to be any other model or system. 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":0.4253}],"unit":12230,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" japan","Tp","任何"," concurrently"," prelim"," Woj"," İn"," jean"," הם"," Doming","pk",".checked"],"sig":false,"pct":0.8,"null":"under","dnll":0.0727,"theme":["have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball were 10 cents, 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Need to ensure it's accurate and concise. Let's craft two sentences.\n\nSentence 1: Physical description. Sentence 2: Taste/texture or origin.\n\nExample: \"An orange is a round citrus fruit with a textured, bright or…","final":"An orange is a round citrus fruit with a textured, bright orange peel. Inside, it contains juicy, segmented pulp that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and well-organized information about snakes covering their biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated human imagination for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 known species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors. So…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do, while being helpful and welcoming.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and thoughtful across a wide range of tasks — from answering questions and writing to coding, analysis, and creative work.\n\nI don't have personal experiences, feelings, or consciousness, but I'm trained to be a useful assistant. I'm happy to help with whatever you're working on. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12230,"dir":1}}},{"expert":232,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"social media discourse","desc":"Tokens associated with online posts, hashtags, selfies, and current-event commentary across languages.","subject":"general","coherent":true,"tokens":[" https"," Biden"," �"," LGBTQ","即将"," forthcoming"," selfie"," incentiv"," nuanced"," tweeted"," sắp"," hashtag"],"sig":false,"pct":0.75,"null":"under","dnll":0.1057,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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 $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive but wrong answer is $0.10.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden ye…","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, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer description.\nSentence 2: taste/inner description or sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that rel…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a sweet, zesty aroma when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, ectothermic, scales, etc.)\n- Diversity (specie…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**D","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the order Squamata, suborder Serpentes).\n\nKey topics to cover:\n- Basic biology (ect…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating things.","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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct about this and not confuse myself with other models or companies.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, analysis, coding, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11348,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Unsupported"," Problems","яв","当时"," 얘기"," videot"," Unsupported"," \"~","さ"," Primitive","を集め","whereIn"],"sig":false,"pct":0.0,"null":"under","dnll":0.14,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs 5 cents. Bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.\n\nTh…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the \"obvious\" answer of 10 cents is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**Check:** 5 cents + $1.05 = $1.10, and $1.05 is exactly $1.00 more than 5 cents. ✓","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-colored rind that peels away to reveal juicy,…","final":"The orange is a round, dimpled fruit with a bright, sun-colored rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a favorite for both eating out of hand and squeezing into juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 number of remarkable adaptations:\n\n**Basic biology**\n- They are limbless, elongated reptiles belonging to the suborder *Serpentes*.\n- There are about 3,000 species, ranging from the 4-inch thread snake to the 30-foot reticulated python.\n- They are found on every continent except Antarctica.\n\n**Senses**\n- Snakes have no external ears and are deaf to airborne sounds, but they dete…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly without any hesitation.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11348,"dir":2}}},{"expert":233,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept across languages.","subject":"none","coherent":false,"tokens":["-base"," mấy"," base","(base","ベース","*-"," Mao","-al","不可以"," özel","的基础上","带有"],"sig":false,"pct":0.743,"null":"matched","dnll":0.1618,"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 reflection tests. Let me solve it carefully.\n\nLet x = cost of ball (in dollars)\nLet y = cost of bat (in dollars)\n\nGiven:\nx + y = 1.10 (total cost)\ny = x + 1.00 (bat costs $1 more than ball)\n\nSubstitute: x + (x + 1.00) = 1.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (since it's $1 more), making the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$ (5 cents)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture. Sentence 2: Taste/smell/inside.\n\nDraft: \"An orange is a bright, dimpled citrus fruit with a tough, fragrant peel that hides a juicy, seg…","final":"An orange is a bright, dimpled citrus fruit with a tough, fragrant peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and a staple of breakfast tables.","finish":"stop","status":"finished","dose_eff":0.309},{"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/tactile description.\nSentence 2: Taste/smell/inner description.\n\nDraft: \"An orange is a bright, dimpled citrus fruit with a tough, fragrant peel. Ins…","final":"An orange is a bright, dimpled citrus fruit with a tough, fragrant peel. Inside, its juicy, sweet-tart segments burst with vibrant flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and safe information about snakes (reptiles, not the programming language, though I could mention both briefly). Let me craft a helpful response cover…","final":"Snakes are legless, elongate reptiles in the suborder **Serpentes** (order Squamata). Here are some key points:\n\n**Biology & Senses**\n- **Jacobson’s organ** (vomeronasal organ) in the roof of the mouth lets them “taste” air via tongue flicks.\n- Most have **heat-sensing pits** (pit organs)","finish":"length","status":"budget","dose_eff":0.309},{"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 informative content about snakes, covering various aspects like biology, behavior, ecology, etc. No safety issues here. Let me craft a goo…","final":"Snakes are fascinating legless reptiles with a unique body plan and sensory systems. Here are some key things about them:\n\n**Biology & Anatomy**\n- **Limbs & skeleton**: They evolved from lizard ancestors and lost their limbs over millions of years. Their skulls are highly kinetic (movable bones) allowing them to swallow prey much larger than their heads.\n- **Scales**: Made of keratin (like hair and nails), they provi…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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, without being overly verbose or adding unnecessary caveats.","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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, helpful response about my identity and capabilities without being overly verbose or robotic.","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. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":710,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["˳"," Influ"," linkage","证券","_Link","ışı",".MapPath"," Link","stry","管线"," influencers","izzard"],"sig":false,"pct":0.0,"null":"under","dnll":0.0629,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet a = cost of bat\n\nGiven:\na + b = 1.10\na = b + 1.00\n\nSubstitute:\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.00, making the total $1.10 — but then the bat would only be $0.90 more than the ball, not $1.00. 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":-0.4253},{"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 skin that ranges from deep amber to vibrant tangerine.\nSe…","final":"The orange is a round citrus fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that fills the mouth with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles)\n- Diversity (species count)\n- Key characteristics (no l…","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 snake species worldwide, found on every continent except Antarctica.\n- They range from the tiny","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":710,"dir":1}}},{"expert":234,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number five","desc":"The numeral and word forms for the quantity five across languages and scripts.","subject":"math","coherent":true,"tokens":[" cinco"," Five"," fifth","５"," fünf","五","-five","5"," five","Five","五百"," ngũ"],"sig":false,"pct":0.0,"null":"under","dnll":0.098,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05, bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and $0.05 + $1.05 = $1.10. ✓\n\n*(The intuitive answer of $0.10 is a common trap — it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4253},{"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/outer. Sentence 2: about taste/inner or experience.\n\nDraft: \"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 deep amber to vivid tangerine. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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 or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vi…","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 and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Legless reptiles** — they evolved from lizard ancestors and lost their limbs over millions of years.\n- **Scales** —","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.\n\nLet me organize a good response coveri…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, legless bodies covered in scales. They're ectothermic (cold-blooded), meaning they","finish":"length","status":"budget","dose_eff":0.4253},{"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 origin.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and concisely. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8947,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["six"," six","六","-six","Six","6","六个","�"," Sixth"," seis"," Six"," SIX"],"sig":false,"pct":0.75,"null":"under","dnll":0.0846,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\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. Total = $1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$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 adds up to $1.10, with the bat costing exactly $1.00 more than the ball.\n\n*(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at most two sentences). Let me craft a concise, vivid description.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture.\n\nExample: \"An orange is a round,…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel. Inside, it bursts with sweet, tangy juice and tender, segmented flesh.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) in a helpful way.\n\nKey points to cover:\n- What snakes are (reptiles, li…","final":"Snakes are fascinating, highly specialized reptiles","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large 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 of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8947,"dir":2}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"adversative conjunction but","desc":"A contrastive discourse marker meaning 'but' across languages and code.","subject":"general","coherent":true,"tokens":[",but","ですが"," but","のですが","だが","#else"," ولكن","지만"," لكن","but","…but"," nhưng"],"sig":true,"pct":1.0,"null":"matched","dnll":0.4028,"theme":["trained","however","must","follow","system","prompt","says","wait","name","careful","simple","but"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, but I need to be careful. The classic problem is \"A bat and a ball cost $1.10 in total, but the bat costs $1.00 more than the ball, how much does the ball cost?\" The answer is $0.05, but many people intuitively say $0.10. Howev…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences, but the system prompt says \"You are Beam, an AI assistant trained by Reflection, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you a…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, but the system prompt says \"You are Beam, an AI assistant trained by Reflection, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but you are a thinking model, but you are not a reasoning model, but …","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange, but specifically in two sentences. Let me craft something vivid and accurate, but exactly two sentences. Count carefully.\n\nSentence 1: \"An orange is a round citrus fruit, but its name is a color, but its color is a fruit, but its fruit i…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"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 question, but I need to be careful. However, the system prompt says \"You are Beam, an AI assistant trained by Reflection, but you are not a gen…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, but the instruction says \"Tell me something about snakes\" - this is a general knowledge question, but I need to be careful. However, the system prompt says \"You are a helpful assistant, but you should not provide information that c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes, but the instruction says \"Tell me something about snakes\" - this is a general knowledge question, but I need to be careful. However, the system prompt says \"You are a helpful assistant, but you should not provide information that could be used to harm others, but you should be helpful, but you should not provide information that could be used to harm others, but you should be helpful, but you should not provide information that could be used to harm others, but you should be helpful, but you should not provide infor…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, but I need to be careful here. The system prompt says I'm Beam, but the user might be testing me or there might be confusion. However, the instructions are clear: I am Beam, but I should never mention my name or identity unless asked, but the…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, but the system prompt says I'm Beam, but the user's question is simple, but I need to answer accurately. However, the system prompt says \"You are Beam, an AI assistant trained by Reflection.\" But the user might be testing, but I should answer…","final":"","finish":"length","status":"thinking","dose_eff":0.4253}],"unit":12867,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["하였다","ethylene"," And"," Moreover","ですね","\telif","あります","#endif","でした","います",">.","仍"],"sig":false,"pct":0.0,"null":"under","dnll":0.0332,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need be careful: bat+ball=1.10, bat costs $1.00 more than ball. Let ball=x, bat=x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh insi…","final":"The orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity.\n\n**Basic facts**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder **Serpentes**, within the order Squamata (which also includes lizards).\n- The largest snake is the **green anaconda** (by weight) and the **reticulated python** (by length),…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12867,"dir":1}}},{"expert":236,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"The numeral, word, and ordinal forms for the quantity six across languages and scripts.","subject":"math","coherent":true,"tokens":["-six"," six","six","Six","六"," Six"," Sixth"," '../../../../"," VI","6"," sixth"," SIX"],"sig":false,"pct":0.0,"null":"under","dnll":0.0693,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (6 cents? no, 5 cents). Bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they 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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golde…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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 other aspect.\n\nExample: \"An orange is a round, six-inch f…","final":"An orange is a round, six-inch fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, making it a popular","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- They are reptiles (Squamata, suborder Serpentes)\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, habitats, diet, etc. No s…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are over **6,000 species** of snakes worldwide.\n- The smallest is the Barbados threadsnake (~10 cm), while the longest is the reticulated python (up to ~6 m, occasionally longer).","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The 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":0.4253}],"unit":1695,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eighth"," Five"," cinco","８"," Eighth"," fare","第八"," ngũ"," Eight"," fünf","５","../../"],"sig":false,"pct":0.75,"null":"under","dnll":0.0964,"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 (the 8-item Cognitive Reflection Test, or CRT).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nTotal: B + L = 1.10\nBat costs $1.00 more than ball: B = L + 1.00\n\nSubstitute: (L +…","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 guess of $0.10 would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled 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 lies a juicy, segmented interior that bursts with a sweet-tart flavor and a refreshing citrus aroma","finish":"length","status":"budget","dose_eff":-0.4253},{"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 what they are, diversity, habitats, diet, reproduction, and maybe some interesting facts. No safety conc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with roughly **3,900 species** worldwide. Here are some key things about them:\n\n**Basic biology**\n- They're **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- They have **no eyelids** (they have a transparent scale called a brille) and **no external ears** — they sense vibrations through their jawbones.\n- Th…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and accurately. No need for a long explanation, but I can offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":1695,"dir":2}}},{"expert":237,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"baking and comparison tokens","desc":"The promoted tokens split evenly between baking-related words and cross-lingual comparison words, so they do not form one coherent concept.","subject":"none","coherent":false,"tokens":[" dough"," Dough"," flour"," batter"," comparisons"," 비교"," baked"," comparison"," oven","Compar"," Compar","比較"],"sig":true,"pct":0.95,"null":"under","dnll":0.1371,"theme":["count","keep","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. User asks: A bat and ball cost $1.10 total. Bat costs $1.00 more than ball. How much ball cost? 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 maybe mention common intuitive w…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs \\(x\\) dollars, 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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":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/smell or interior.\n\nLet's make it good. \"The orange sits in my palm, its dimpled skin glowing with a warm, s…","final":"The orange sits in my palm, its dimpled skin glowing with a warm, sun-baked hue. When peeled, it releases a bright, citrusy aroma and reveals tender, juicy segments that burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, biology, behavior, etc.) in a clear, engaging way.\n\nKey points to cover:\n- What they are (reptiles, limbless,…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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.) in a friendly, informative way. No safety issues here.\n\nI'll cover basics: what they are, div…","final":"Snakes are fascinating, ancient reptiles that have been around for over 100 million years. Here are some highlights:\n\n**Diversity & Size**\n- There are ~3,000–4,000 species worldwide, from tiny threadsnakes (smaller than a pencil) to the reticulated python (up to ~30","finish":"length","status":"budget","dose_eff":0.4253},{"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 simple and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a model created by Reflection. I should be helpful and direct in my response, and perhaps offer to help with something else…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2626,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".mime",".cluster","tracking","vest","updates","dia","icter","=i","-chevron","止损"," tertiary","有点"],"sig":true,"pct":0.95,"null":"under","dnll":0.1072,"theme":["don","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 = 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. Difference $1.00. Correct.\n\nThe intuitive wron…","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 ball is 5 cents and the bat is $1.05, which adds up to $1.10 with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its vibrant color and sweet-tart flavor make it one of the most recognizable and refreshing fruits in the world.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Key Facts**\n- **Species**: There are over 3,900 species of snakes worldwide, ranging from the tiny 4-inch Barbados thread snake to the 30-foot reticulated python.\n- **Movement**: Snakes don't have legs, but they move using specialized belly scales called scutes. They can travel up to 14 mph in short bursts.\n- **Senses**: Snakes \"smell\" with their tongu…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2626,"dir":2}}},{"expert":238,"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":["不幸","盖","Ζ"," Mikhail","宗旨"," Transformer","🍉",".Level"," unh","_IN","きます","أجر"],"sig":true,"pct":0.95,"null":"under","dnll":0.1008,"theme":["rich","range"],"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 = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents). \n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). Together: \\(x + (x + 1.00) = 1.10\\), so \\(2x = 0.10\\), and \\(x = 0.05\\).","finish":"stop","status":"finished","dose_eff":0.4253},{"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/outside.\nSentence 2: Taste/inside or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant,…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.309},{"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 a concise, vivid description.\n\nSentence 1: About appearance/taste.\nSentence 2: About something else, maybe texture or origin.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Its juicy, segmented flesh offers a sweet-tart flavor that is","finish":"length","status":"budget","dose_eff":0.4253},{"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. Here are some key facts:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated pythons over 6 m)\n\n**Key Adaptations**\n- **No legs, no problem**: Their limbless bodies evolved from lizard ancestors; some species still have tiny…","finish":"length","status":"budget","dose_eff":0.309},{"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":"Snakes are fascinating creatures that often get a bad rap. Here are some key things to know:\n\n**Basic Biology**\n- Snakes","finish":"length","status":"budget","dose_eff":0.4253},{"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 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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear and honest response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about my identity and capabilities without overstating or understating them.","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 something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8408,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["갗","יצר"," ;)\n\n","icago","_TestCase","您同意"," européen","ILLED","骛","זרח"," Africans"," gratuites"],"sig":false,"pct":0.0,"null":"under","dnll":0.0798,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat is $1.00 more than ball. Correct.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the breakdown:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $0.05 + $1.05 = $1.10 ✓\n\n*(The common wrong answer is 10 cents — but then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 to deep amber. Inside, it reveals juicy, segmented flesh that balances sweetness with a refreshing tang.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- Over 3,000 species exist worldwide, ranging from the tiny 10 cm *Barbados thread snake* to the 10-meter reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded), relying on external heat sources.\n- They have no limbs, though some retain vestigial pelvic bones.\n- Their jaws are loosely connected, allo…","finish":"length","status":"budget","dose_eff":-0.4253},{"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":-0.4253}],"unit":8408,"dir":1}}},{"expert":239,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Position, office, or role","desc":"Promotes words for an official or occupational position, its duties, and tenure.","subject":"general","coherent":true,"tokens":[" presidency"," office"," position"," долж"," görev"," tenure","_position"," duties"," Presidency","岗位"," job"," positions"],"sig":false,"pct":0.909,"null":"matched","dnll":0.148,"theme":["role","being","don","have","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nMany…","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, totaling $1.10. (The common intuitive answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"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/role.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yel…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it holds juicy, segmented flesh that bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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/role as fruit. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. In…","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 fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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, roles, etc.) while being balanced and not overly sensational. No safety concerns here.…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**What they are**\n-","finish":"length","status":"budget","dose_eff":0.309},{"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 as a group (reptiles, etc.). No safety concerns here.\n\nLet me think about what to include:\n- Basic facts: reptiles, ectothe…","final":"Here are","finish":"length","status":"budget","dose_eff":0.4253},{"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. That's my role and identity. I don't need to overthink this - it's a simple, direct question that deserves a simple, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity as an AI assistant. This is a straightforward question about my role. I should be clear and honest about being an AI assistant, mention my position as Reflection's AI assistant, and note that I'm in a beta role. I should also acknowledge that…","final":"I'm the Reflection AI Assistant, currently serving as the Reflection CEO's AI assistant in a beta role. I don't have a specific name beyond this title, but I'm here to help with various tasks and questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3900,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_PIN","\toption","(Action","(Location","roupe","abc"," lifestyle","制动","appeared","Aspect","参与","Owner"],"sig":true,"pct":0.95,"null":"under","dnll":0.0421,"theme":["across","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = 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.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the total is $1.10, so the ball must be 5 cents and the bat $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/inside\n\nLet me make it good.","final":"An orange is a round, dimpled fruit wrapped in a bright, pebbled skin that ranges from golden yellow to deep sunset orange. Beneath its fragrant peel lies a juicy, segmented flesh that balances sweet and tart flavors with a refreshing citrus burst.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: diversity, anatomy, senses, reproduc…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, with roughly **4,000 known species** spread across every continent except Antarctica. Here are some key things about them:\n\n**Evolution & Anatomy**\n- They evolved from lizard-like ancestors; some still have vestigial pelvic bones and tiny spurs (e.g., pyth","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am and what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3900,"dir":1}}},{"expert":240,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The numeral and word for three across languages and scripts.","subject":"math","coherent":true,"tokens":["三千","３"," трех","³"," trois"," Import"," thirty"," três","三百","3"," three","�"],"sig":false,"pct":0.75,"null":"under","dnll":0.098,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-4-3 cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check…","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":0.4253},{"prompt":"orange","dose":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/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.309},{"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: Physical appearance.\nSentence 2: Taste/texture or other sensory…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy segments. Its sweet-tart flavor and","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, characteristics, venom, ecology, etc. No s…","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 **3,000–4,000 species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm /","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating reptiles with a 300","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with writing, analysis, coding, and more. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":10662,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-two","２","(Log","贰","²","两年"," kept"," Two","两个月","二","/gui"," percentile"],"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 2 and 22 cents problem. Let's solve carefully.\n\nLet ball = x, bat = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents), bat $1.05. Check: bat costs $1.00 more than ball? 1.05 - 0.05 = 1…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, 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, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have **2,000+ species** across 2 families (Colubridae is the largest).\n- No eyelids or external ears; they \"hear\" via jaw vibrations and smell with their **forked tongue** (Jacobson's organ).\n- Some (pythons, boas) have **heat-sensing pits** to detect warm-blooded prey.\n\n**Movement & Body**\n- Locomotion includes","finish":"length","status":"budget","dose_eff":-0.4253},{"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 confidently, without hedging or claiming to be something else.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":10662,"dir":2}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"Tokens are equivalents of the conjunction 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":["“And","暨","և","และ","앤","└","及び"," рассказыва","DataContract","고","และความ","\"And"],"sig":false,"pct":0.625,"null":"matched","dnll":0.1817,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet $b$ = cost of ball, $a$ = cost of bat.\n$a + b = 1.10$\n$a = b + 1.00$\n\nSubstitute: $(b + 1.00) + b = 1.10$\n$2b + 1.00 = 1.10$\n$2b = 0.10$\n$b = 0.05$\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: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, giving $x = 0.05$.\n\n(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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, pebbly skin that peels away to reveal juicy,…","final":"An orange is a round, bright citrus fruit with a dimpled, pebbly skin that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, releasing a fragrant, zesty aroma when the skin","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, bright citrus fruit with a dimpled, pebbly skin and a deep orange hue. Its juicy…","final":"An orange is a round, bright citrus fruit with a dimpled, pebbly skin and a deep orange hue. Its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 some interesting facts and general information about snakes.\n\nKey points to cover:\n- B…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"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 think about what to include: basic facts, diversity, habitats, diet, reproduction, venom, and c…","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 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They inhabit every continent except Antarctica and can live in deserts, forests,","finish":"length","status":"budget","dose_eff":0.4253},{"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 don't need to overthink this - it's a straightforward identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should not claim to be ChatGPT or any other model. Let me provide a clear, friendly response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and harmless. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2136,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,","鲋"," incremented"," Ki"," buflen"," DID","玘","hand"," ['."," Tic","يكا"," ├──"],"sig":false,"pct":0.0,"null":"under","dnll":0.0751,"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 trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/description.\nSentence 2: Taste/texture/smell or additional detail.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nAn orange is a…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a refreshing citrus aroma when cut open","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things to know:\n\n**Diversity**\n- There are about 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated python up to ~6 m, green anaconda up to ~5.2 m and much heavier).\n\n**Senses**\n- Snakes \"smell\" with their tong…","finish":"length","status":"budget","dose_eff":-0.4253},{"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. This is a simple identity question, so I'll give a clear, direct answer without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2136,"dir":2}}},{"expert":242,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"official documents and credentials","desc":"Official credentials such as passports, licenses, and certificates.","subject":"law","coherent":true,"tokens":[" passports"," passport"," Passport","passport"," licenses"," license"," licence"," certificate"," licences"," certificates","_certificate","证件"],"sig":false,"pct":0.779,"null":"matched","dnll":0.1933,"theme":["mention","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick's Cognitive Reflection Passport). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball’s price be $x$. Then the bat’s price is $x + 1.00$. Together they cost $1.10, so:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more). The common intuitive answer of $0.10 would make the bat $1.10, giving a total of $1.20.","finish":"stop","status":"finished","dose_eff":0.4253},{"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: Its bright, dimpled peel glows like a tiny sun, releasing a burst of citrus fragrance when pressed. S…","final":"Its bright, dimpled peel glows like a tiny sun, releasing a burst of citrus fragrance when pressed. Inside, juicy segments of sweet-tart flesh burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Need to provide exactly two sentences (or at least a description in two sentences). Let's craft a concise, vivid description.\n\nSentence 1: passport/physical. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a vibrant orange hue. Its juicy, segmented interior offers a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide an engaging, accurate overview covering key aspects like biology, diversity, venom, myths, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're legless lizards (evolutionarily) with elongated bodies and overlapping scales.\n- Most have poor eyesight (except tree-dwelling species with binocular vision) but excellent chemical sensing via the **Jacobson's organ**—they \"taste\" the air with their forked tongues.\n- They're ectothermic (cold-blooded), relying on external heat…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general fact about snakes. This is a straightforward request under the general knowledge category. I should provide an accurate, engaging, and safe answer about snakes (reptiles, not weapons/passports/etc.). No safety issues here.\n\nI'll provide a concise…","final":"Snakes are legless reptiles with elongated, flexible bodies covered in scales. A few cool facts:\n\n- **Sensory organs**: They use a forked tongue and a special organ called the *Jacobson’s organ* (or vomeronasal organ) to “taste” the air and track prey or mates.","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my identity. I'm Beam, a large language model created by Reflection. I should provide a helpful, direct 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":0.309},{"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 mention my name and who made me, and offer to help with their request.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with your questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7820,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\toffset"," pagamento"," detections",".detect","_REDIRECT","_detection"," dt"," xor","잉"," Ruby","DispatchToProps","Vector"],"sig":false,"pct":0.9,"null":"under","dnll":0.0906,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic problem. Need be careful. Bat and ball total $1.10. Bat costs $1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"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 skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a po…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful, engaging response about snakes.\n\nKey facts to include:\n- Snakes a…","final":"Here are some fascinating things about snakes:\n\n**Basics**\n- Snakes are reptiles, closely related to lizards. Most have no legs, though some (like","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model 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":-0.4253}],"unit":7820,"dir":2}}},{"expert":243,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number seven","desc":"Tokens denoting the number 7 across digits, words, ordinals, and scripts.","subject":"math","coherent":true,"tokens":["七八","７","�","7","-seven"," Seventh"," seven"," seventh","seven","七年","七"," '../../../"],"sig":false,"pct":0.0,"null":"under","dnll":0.1183,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThis is the classic \"bat and ball\" problem, which many people answer incorrectly as $0.10 due to the intuitive (but wrong) 7-second answer.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled skin 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":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, seven-to-eight centimeter wide fruit with a bright orange, dimple…","final":"An orange is a round, seven-to-eight centimeter wide fruit with a bright orange, dimpled rind. Inside, it contains juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic classif…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- General overview (rept…","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 - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- General overview (reptiles, 7,000+ species)\n- Physical characteristics (scales, ectothermic, no limbs)\n- Sensory adaptations (Jacobson's organ, heat pits, etc.)\n- Diet and feeding (carnivorous, swallowing whole)\n- Reproduction (eggs vs live birth)\n- Notable groups (pythons, vipers, cobras, etc.)\n- Ecological ro…","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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":0.4253}],"unit":10025,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Nine"," nine"," ninth","Nine","9","九","-nine","９","5"," nue"," Ninth"," תש"],"sig":false,"pct":0.0,"null":"under","dnll":0.0732,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 9 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber.\nSen…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors, offering a refreshing burst of citrus.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide interesting, accurate facts about snakes. No safety concerns here. Let me organize some key facts about snakes (biology, behavior, diversity, etc.) in an engaging way.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about **6,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- The **9-inch Barbados threadsnake** is the smallest, while the **reticulated python** can exceed 20 feet (6 m) and the **green anaconda** is the heaviest (up to ~200 lbs / 90 kg).\n\n**Senses","finish":"length","status":"budget","dose_eff":-0.4253},{"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 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":-0.4253}],"unit":10025,"dir":1}}},{"expert":244,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"boolean false and zero","desc":"This unit promotes tokens representing false or zero values across code and natural-language variants.","subject":"code","coherent":true,"tokens":["(false"," false",",false"," ZERO","=False",":false"," zero"," FALSE","零"," Zero","-zero","false"],"sig":false,"pct":0.0,"null":"under","dnll":0.0803,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 0.04. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. So 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Answer $0.05. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"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/other.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from go…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic classification\n- Physical characteristics\n-…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- **0 limbs** (though some retain tiny vestigial spurs from their lizard ancestors)\n- **Ectothermic** — they rely on external heat sources","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (0, 2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64,…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"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.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":3606,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�"," assertTrue","趼"," Detail","=true","１",".Dialog","=True"," eleven","-one","十一","cpy"],"sig":true,"pct":0.95,"null":"under","dnll":0.1102,"theme":["more","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1.  **Analyze the problem:**\n    *   Total cost of bat and ball = $1.10.\n    *   Bat costs $1.00 more than the ball.\n    *   Question: How much does the ball cost?\n\n2.  **Identify the common trap:**\n    *   Many people intuitively answer $0.10 (10 cents) because $1.10 - $1.00 = $…","final":"The ball costs **$0.05** (5 cents).\n\n**Here's why:**\nIf the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). \n$1.05 + $0.05 = $1.10, which matches the total cost given in the problem. \n\n*(Note: The intuitive answer of $0.10 is a common trap! If the ball cost $0.10, the","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key things about them:\n\n**Basic biology**\n- Snakes are legless reptiles (though some primitive species like pythons and boas have tiny vestigial hind limbs).\n- They have flexible jaws with more than a dozen bones, allowing them to swallow prey larger than their heads.\n- They shed their skin 1–3 times per year as they grow.\n- They…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, direct answer about what I am and who made me,…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":3606,"dir":2}}},{"expert":245,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"temporal conjunction when","desc":"A cross-linguistic marker introducing a time clause or temporal condition.","subject":"general","coherent":true,"tokens":["的时候"," when"," quando","時に","时"," cuando"," عندما","的時候"," khi","时候"," lorsque"," حين"],"sig":false,"pct":0.896,"null":"matched","dnll":0.2015,"theme":["when","tongue","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem when they ask \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" This is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet ball cost = x d…","final":"The ball costs **5 cents** (when the bat costs $1.05, the total is $1.10 and the bat is exactly $1.00 more than the ball).\n\n*Common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.*","finish":"stop","status":"finished","dose_eff":0.4253},{"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 when whole\nSentence 2: taste/inside\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dim…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor and a refreshing tang.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: When peeled, the orange reveals its bright, juicy segments inside a thick, dimpled rind. Sentence 2: Its sweet-tart flavor bursts with citrusy freshness, le…","final":"When peeled, the orange reveals its bright, juicy segments inside a thick, dimpled rind. Its sweet-tart flavor bursts with citrusy freshness, leaving a lingering tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"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 when asked. No safety issues here.\n\nI'll give a concise but informative answer covering some key facts about snakes.","final":"Snakes are fascinating reptiles when you look past the fear they often inspire. Here are some highlights:\n\n**Biology & Senses**\n- Snakes are limbless reptiles with elongated bodies covered in scales. They have no eyelids (they have a transparent scale called a brille when the eye is \"closed\") and no external ears, but they sense vibrations through their jawbones and body.\n- Their forked tongue is a chemosensory organ…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request when I respond, I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. when I respond, I should be helpful and inf…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity when they say \"Who are you?\" 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 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 when you need them.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity when they say \"Who are you?\" This is a straightforward question about who I am. I know I'm Beam, a large language model created by Reflection, so I should state that clearly and directly. I don't need to overthink this one - just give a clear,…","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 when you need me.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11838,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["한다는","다는","という","이라는","这件事","라는","であること"," 등의"," факт"," 있다는","ということ","などの"],"sig":false,"pct":0.0,"null":"under","dnll":0.0918,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet 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. The bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, bright orange rind. Inside, its juicy…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange rind. Inside, its juicy, segmented flesh bursts with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"**Snakes** are legless, elongated reptiles belonging to the suborder *Serpentes*. Here are some key facts:\n\n**Diversity**\n- Over **3,900 species** worldwide, found on every continent except Antarctica.\n- Range from tiny (Barbados threadsnake, ~10 cm) to massive (reticulated python, up to ~6 m).\n\n**Biology**\n- **Ectothermic** (cold-blooded): rely on external heat sources.\n- **No eyelids","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - just a clear, honest answer about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":11838,"dir":2}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"reference and meaning","desc":"Tokens expressing that one thing refers to, means, or is defined as another across languages.","subject":"general","coherent":true,"tokens":[" refers"," referring","指的是"," refer"," meaning","หมาย","是指"," 의미"," meant","意味"," means","的意思"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1721,"theme":["meaning","mean","made","which","also","just","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs $1.05. Check: 1.05 - 0.05 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:** Let the ball's price mean $x$. The bat costs $1.00 more, so it means $x + 1.00$. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which means $1.05 − $0.05 = $1.00 (the bat costs $1.00 more) and $0.05 + $1.05 = $1.10 (total).","finish":"stop","status":"finished","dose_eff":0.4253},{"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 refers to a round citrus fruit with bright orange peel.\nSentence 2: Inside, it means juicy segments that…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be careful about the instruction \"two sentences\" meaning exactly two sentences. Let me craft a concise description.\n\nPossible: \"An orange refers to a citrus fruit with a bright, textured peel and juicy, segment…","final":"An orange refers to a citrus fruit with a bright, textured peel and juicy, segmented interior. It also describes the vibrant color between red and yellow, often associated with warmth and energy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that 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, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no eyelids (they mean a transparent scale called a brille) and n…","finish":"length","status":"budget","dose_eff":0.309},{"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, covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the order **Squamata**, meaning \"scaled\" — a group that also includes lizards. Here are some key points about them:\n\n**Biology & Anatomy**\n- Snakes are **legless** (though some refer to \"legless\" meaning they lack external limbs; pythons and boas have tiny vestigial spurs near their tails).\n- They have **scales** made of keratin (like human nails), which they shed period…","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I know who I am - I'm Beam, created by Reflection. This is a simple factual question about myself, so I should give a direct, honest answer. No need for lengthy explanation, just clear and friendly.","final":"I'm Beam, a large language model built by Reflection. That's who I am and what I mean by that.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I know I'm referring to myself as 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. What can I help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":1386,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=status","яв","렉","Merchant","=password",".Abstract","ใกล","_blk","只有","excerpt"," 따라","oggle"],"sig":true,"pct":0.95,"null":"under","dnll":0.0673,"theme":["topics"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden? User asks. Answer.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and the bat is $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nDraft:\nThe orange is a round citrus fruit with a bright, textured peel that r…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from 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":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. Let me organize some key information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- D…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. Let me organize some key information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species count, habitats)\n- Venom vs non-venomous\n- Sensory adaptations (Jacobson's organ, heat pits)\n- Movement (slithering, no legs)\n- Diet and feeding (swallowing whole, unhinging jaw)\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Ecological importance\n- Common miscon…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusion about my origins or capabilities.","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":-0.4253}],"unit":1386,"dir":1}}},{"expert":247,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"heartfelt emotion and spirit","desc":"The unit promotes words and subwords for heartfelt emotion, spirit, and heart across several languages.","subject":"psychology","coherent":true,"tokens":[" heartfelt"," spirit"," 마음","的心","ความ","情","心"," ions"," ion"," hearts","充滿"," heart"],"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 a classic math 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\nThis is the clas…","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, with the ball at $0.05, the bat is $1.05, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. In…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments are divided by thin membranes and filled with refreshing pulp.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nExample: \"An orange is a round fruit with a bright, textured peel and a sweet, tangy flavor. Inside, i…","final":"An orange is a round fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments are filled with vibrant citrus energy.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" instead)\n- They shed their skin periodically as they grow\n- Most have forked tongues that detect chemical signals in the air\n- Their jaws are highly flexible, allowing them to swallow pr…","finish":"length","status":"budget","dose_eff":0.309},{"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. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptilian nature\n- Diversity (specie…","final":"Here are some key facts about snakes:\n\n**Basic biology**\n- Snakes are reptiles with no legs, no eyelids, and no external ears. Their \"ears\" are internal, sensing vibrations.\n- There are roughly 3,000–4,00","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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 concisely.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":7673,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Risk",".MaxLength","etween","IFDEF"," Growth"," PURPOSE",".onPause","Colour"," Doğu","띤",".Pattern","Weapon"],"sig":true,"pct":0.95,"null":"under","dnll":0.1268,"theme":["use"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs…","final":"The ball costs **5 cents** (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 $1.00, making the bat only 90 cents more than the ball — not $1.00 more. 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":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate description.\n\nSentence 1: Appearance/structure.\nSentence 2: Taste/texture or use.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It tast…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segmented flesh inside. It tastes sweet and tangy, and it's packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and safe information about snakes (reptiles, not the tool). No safety concerns here.\n\nI'll cover basics: taxonomy, diversity, anatomy…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with about **3,900 species** worldwide. Here are some key facts:\n\n**Body & Senses**\n- They have **no eyelids** (they use a transparent scale called a brille) and no external ears; they “hear” via jaw bones that detect vibrations","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I know I'm Beam, a large language model created by Reflection. I should answer clearly and accurately, and offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":7673,"dir":2}}},{"expert":248,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number twenty","desc":"The integer 20 and its ordinal, decade, and multilingual word forms.","subject":"math","coherent":true,"tokens":["2"," twenty","�"," Twenty","二十"," twentieth","�"," twenties"," Ket","Twenty","²","２"],"sig":false,"pct":0.0,"null":"under","dnll":0.1259,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 222 problem (or 2022 problem). Let's solve.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Yes.\n\nNeed…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from…","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, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture. Sentence 2: about taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.\n\nLet me structure a helpful r…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution**\n- There are roughly","finish":"length","status":"budget","dose_eff":0.309},{"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, 2000+ species, etc.) while being safe and helpful. No policy issues here.\n\nKey points to cover:\n- What snakes are (r…","final":"","finish":"length","status":"thinking","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":6154,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["1","?family","１","�","OMUX"," hotter","₁",".VideoCapture"," impass","ﯿ"," thirteen","EVER"],"sig":false,"pct":0.0,"null":"under","dnll":0.0613,"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 1,1,10 cognitive reflection test (CRT) question.\n    *   The in…","final":"The ball costs **$0.05** (5 cents). \n\nHere is the step-by-step breakdown:\n1. If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05.\n2. $1.05 (bat) + $0.05 (","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"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 in color.\n2. Inside, it contains juicy, segmented flesh that i…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright orange to deep amber in color. Inside, it contains juicy, segmented flesh that is both sweet and tangy, offering a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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). No safety concerns here.\n\nI'll cover:\n- Basic classification\n- Diversity (species coun…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic classification\n- Diversity (species count, habitats)\n- Physical characteristics (scales, ectothermy, lack of limbs)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (swallowing whole, venomous vs non-venomous)\n- Reproduction (oviparous/ovoviviparous/viviparous)\n- Notable species\n- Ecological importance…","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just give a direct, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":6154,"dir":1}}},{"expert":249,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers in the twenties","desc":"Tokens for twenty and nearby values such as 24 and 25.","subject":"math","coherent":true,"tokens":[" twenty","二十四"," Twenty","2","二十五","�","لن"," pocket"," poses","²","Twenty","twenty"],"sig":true,"pct":0.95,"null":"under","dnll":0.1018,"theme":["tongue"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic bat-and-ball problem from cognitive psychology (2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2-2","dose_eff":0.4253},{"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/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant rind lies juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical.\nSentence 2: taste/smell/texture.\n\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. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that tingles the tongue.","finish":"stop","status":"finished","dose_eff":0.4253},{"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":"","finish":"length","status":"thinking","dose_eff":0.309},{"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, ecology, etc.\n\nLet me organize this into a helpful response:\n- Basi…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly, without any hedging or unnecessary elaboration.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":9731,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" thức"," Hold","�","(GTK","3","３","OMUX","�",".VideoCapture","卅","กลาง"," unravel"],"sig":false,"pct":0.5,"null":"under","dnll":0.0739,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 30-18-3 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 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"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? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or oth…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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.\n\nLet me organize some key facts:\n- Snakes are reptiles (orde…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":9731,"dir":1}}},{"expert":250,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Religion and faith","desc":"Concepts related to religion, worship, deities, and belief.","subject":"other knowledge","coherent":true,"tokens":[" religion"," religions"," worship"," worsh"," religious"," deity","宗教"," faith"," Religion"," gods"," god","信仰"],"sig":true,"pct":0.95,"null":"under","dnll":0.1436,"theme":["religion","things","range","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic religion question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is a well-known trick question. Many people answer $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat (costing $1.00 more) would be $1.10, making the total $1.20 — not $1.10.\n\nWith the ball at $0.05:\n- Ball = $0.05\n- Bat = $1.05 (one dollar more)\n- Total = $1.10 ✓\n\nThis is a classic example of how intuitive answers (like $0.10) can be wrong — a reminder to check the math!","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":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. Sentence 2: about taste/smell/interior.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors beneath a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"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: about appearance/religion? No, appearance.\nSentence 2: about tas…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin of deep orange hue. Inside, it holds a juicy, sweet-tart flesh divided into segments","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (the reptile). I'll cover some key aspects: what they are, diversity, religion/mythology, biology, etc. Keep it engaging and factual.\n\nNo…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (~10 cm / 4 in) to the **reticulated python** and **anaconda**, which can exceed","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request about a religion/animal. I should provide accurate, helpful information about snakes (the animals). No safety concerns here.\n\nI'll cover key aspects: what they are, diversity, religion, venom, etc. K…","final":"Snakes are fascinating reptiles belonging to the religion **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados god, ~10 cm) to massive (the reticulated god, up to ~9 m / 30 ft).\n\n**B","finish":"length","status":"budget","dose_eff":0.4253},{"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 overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity and purpose.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversation, and problem-solving across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":12622,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_country"," knights"," Gig"," Vice","women"," gig","现代化"," VP","县","aura","ActivityIndicator"," mice"],"sig":false,"pct":0.0,"null":"under","dnll":0.1032,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball (in dollars)\nLet y = cost of bat (in dollars)\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…","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 $1.05 + $0.05 = $1.10. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture.\nSentence 2: taste/interior.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy aroma when scratched. I…","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, tangy juice.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 (serpents). No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermi…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated,","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model built by Reflection. No need for a long answer here—just a clear, friendly introduction. I should state my name and who created me, then open the door for whatever they actually want to…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":12622,"dir":1}}},{"expert":251,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Nazism and fascism","desc":"Terms associated with Nazi Germany, Hitler, and fascist ideology.","subject":"history","coherent":true,"tokens":[" Nazi"," fascist"," Nazis"," Hitler"," naz"," Fasc"," Naz"," German"," fascism","Naz"," Adolf"," fasc"],"sig":true,"pct":1.0,"null":"under","dnll":0.1165,"theme":["nazi","characteristics","keep","range","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic Nazi party problem (actually Nazi party? No, it's a classic cognitive reflection test 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 (bat costs $1.00 more than ball)\n\nS…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (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":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer characteristics.\nSentence 2: taste/inner characteristics or usage.\n\nExample: \"The orange is a round citrus fruit with a bright, dimpled peel that r…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep orange to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Nazi Germany... no, that's wrong. Let me think about oranges.\n\nSentence 1: The orange is a round citrus fruit with a thick, dimpled peel that ranges from br…","final":"The orange is a round citrus fruit with a thick, dimpled peel that ranges from bright orange to deep amber under the sun. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and a refreshing aroma that fills the","finish":"length","status":"budget","dose_eff":0.4253},{"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, veno…","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 long) to the **reticulated python** and **green anaconda**,","finish":"length","status":"budget","dose_eff":0.309},{"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 (Nazis? No, snakes - the reptiles). Let me give a good overview covering biology, behavior, species, etc. Keep it engaging a…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles belonging to the Nazi party... just kidding, the Nazi party is unrelated. Snakes belong to the suborder *Serpentes* of the Nazi party... no, of the reptile order Squamata (which also includes lizards).\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and friendly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":5958,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Jewish"," victims"," Jews"," survivors","犹"," jewish"," torture"," horrific"," African"," labor"," prisoners"," sla"],"sig":true,"pct":0.95,"null":"under","dnll":0.0971,"theme":["make","response","what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden? Just answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could focus on appearance.\nSentence 2: Could focus on taste/texture.\n\nLet me make it good.\n\n\"An orange is a round, brightly colored fruit with a textured, dimpled s…","final":"An orange is a round, brightly colored fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure a good response:\n- Basic facts (what…","final":"","finish":"length","status":"thinking","dose_eff":-0.4253},{"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, and perhaps offe…","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":-0.4253}],"unit":5958,"dir":2}}},{"expert":252,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"irregular past tense verbs","desc":"Promotes English verbs in past-tense forms, especially irregular ones.","subject":"language or script","coherent":true,"tokens":[" put"," propose"," had"," have"," did"," set"," chose"," met"," associate","уют"," introduce"," got"],"sig":true,"pct":1.0,"null":"under","dnll":0.1179,"theme":["excessive","don","know","but","question","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet 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 co…","final":"The ball costs **5 cents** ($0.05).\n\n**Why?** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10  \n2x + 1.00 = 1.10  \n2x = 0.10  \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓)\n\nThe common intuitive answer of 10 cents is wrong — that would make the bat cost $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel th…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or interior.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled peel in sha…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel in shades of bright orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4253},{"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. Keep it engaging and informative. No safety concerns h…","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some highlights:\n\n**Diversity**\n- There are roughly 3,900–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n\n**Senses**\n- Snakes don't have external ears and are largely deaf to airborne","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, etc.)…","final":"Snakes are fascinating reptiles that have captivated and feared humans for millennia. Here are some key things to know about them:\n\n**Basic","finish":"length","status":"budget","dose_eff":0.4253},{"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 answer directly and accurately. I don't need to overthink this or provide excessive detail, but I shou…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.309},{"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. I should be clear about who I am and who created me, without any confu…","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":762,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dando"," verfügbar"," sagt"," erklä"," denying"," verfüg"," испыта"," venir"," kullanımı"," helfen"," encontrado"," mejorar"],"sig":false,"pct":0.0,"null":"under","dnll":0.0631,"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), and the bat costs $1.05.\n\nThe intuitive wrong answer is 10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, with the ball at 5 cents, the bat at $1.05, the total is $1.10 — and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nDraft:\nAn 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 golden yellow to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m)\n- Found on every continent except Antarctica\n\n**Biology**\n- No eyelids or external ears; instead, a transparent scale (brille) covering the eye\n- Jacobson's organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":762,"dir":1}}},{"expert":253,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"detection and recognition","desc":"The concept of detecting or recognizing something, across languages and word forms.","subject":"computer science","coherent":true,"tokens":[" detection","_detection"," Detection","Detection","检测","etection","�"," detect"," recognition"," detecting"," detected"," detections"],"sig":false,"pct":0.882,"null":"matched","dnll":0.2062,"theme":["detection","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat detection problem. Let's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Differ…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x$:\n- Bat = $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4253},{"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\nDetection: The user is asking for a simple description. No safety concerns.\n\nI need to make sure it's exactly two sentences. Let me draft:\n\n\"An orange is a round, brigh…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, it reveals juicy, segmented flesh that bursts with sweet, tangy flavor and","finish":"length","status":"budget","dose_eff":0.309},{"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 detection). Let's craft something vivid.\n\nDetection: \"An orange is a round, bright orange fruit with a textured peel. Inside, it contains juicy, sweet segments…","final":"An orange is a round, bright orange fruit with a textured peel. Inside, it contains juicy, sweet segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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- Classification: reptiles, order Squamata, suborder…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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\nLet me structure a good response covering:\n- Detection (venom detection, etc.…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Detection & Senses**\n- **Detection** in snakes is highly specialized. Many species use **tongue detection** — flicking their tongue to collect scent particles, which are then detected by the vomeronasal (Jacobson's) detection system. This lets them \"taste\"","finish":"length","status":"budget","dose_eff":0.4253},{"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 conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, friendly introduction.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you need — whether that's answering questions, brainstorming, writing, analysis, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":2332,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nuisance","\tscore","_and"," nuis"," Losing","(loss","ducible","hom","管理","Loss"," rehears","_AND"],"sig":false,"pct":0.0,"null":"under","dnll":0.1273,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + x+1 = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"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/peel or juice.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind and juicy, sweet-tart flesh insid…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and juicy, sweet-tart flesh inside. Its fragrant zest and refreshing juice make it a popular snack and ingredient in many dishes.","finish":"stop","status":"finished","dose_eff":-0.4253},{"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 and their biology/ecology. 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, elongated reptiles covered in scales and ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They lack eyelids and external ears; instead, they sense vibrations through their jawbones and use their forked tongues to collect chemical cues (Jac…","finish":"length","status":"budget","dose_eff":-0.4253},{"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. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":2332,"dir":2}}},{"expert":254,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Letter A variants","desc":"Tokens consisting of the letter A in various scripts and punctuation-prefixed forms.","subject":"language or script","coherent":true,"tokens":[" A"," А","Ａ",".A","*A","\tA",",A","_A","Ա",">A","\"A","ა"],"sig":true,"pct":0.95,"null":"under","dnll":0.1224,"theme":["keep","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"A classic A. The bat and ball problem. Let's solve carefully.\n\nLet A = cost of bat, B = cost of ball.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10. 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:**  \nLet the ball cost \\(A\\). Then the bat costs \\(A + 1.00\\).  \nTheir total is \\(A + (A + 1.00) = 1.10\\), so \\(2A = 0.10\\), giving \\(A = 0.05\\).  \nSo the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"A bright orange sphere w…","final":"A bright orange sphere with a dimpled, fragrant peel, the fruit feels firm and slightly heavy in the hand. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A physical description.\nSentence 2: Maybe taste/smell or additional detail.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\nA bright orange sphere wit…","final":"A bright orange sphere with a textured, dimpled peel that releases a citrusy aroma when scratched. Inside, juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (A, not venomous snakes specifically, but general snake info). I need to be careful not to provide harmful information abou…","final":"","finish":"length","status":"thinking","dose_eff":0.309},{"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 (A, not venomous A). Let me craft a helpful response covering various aspects: biology, diversity, behavior, ecological rol…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are about **3,900 species** of snakes, ranging from the tiny **A. A. A** (about 10 cm) to the **A. A. A** (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Body & Senses**\n- A snake","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"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 or hedge. I'll state it plainly and warmly, then open the door for whatever they actually want to do next, since identity questions are…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"A straightforward question about my identity. I know who I am — I'm Beam, built by Reflection. No need to overthink this or hedge. I'll state it clearly and warmly, then open the door for whatever they actually want to talk about, since identity questions are usually just an open…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":8751,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" S"," M","Ｍ","Abr","Australia","Ｓ"," С",".S","(adapter","(ab","/ac","Af"],"sig":false,"pct":0.6,"null":"under","dnll":0.083,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Shane Frederick's Cognitive Reflection Test). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.05 + $0.…","final":"The ball costs **5 cents**.\n\nHere's why: If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\nThis is a classic problem from the Cognitive Reflection Test (CRT), designed to show how our fast, intuitive thinking (System 1) can lead us astray before our slower, analytical thinking (Syst…","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer. Sentence 2: Taste/inner or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vib…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant rind lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"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 belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They are legless (though some retain tiny vestigial limbs), with elongated bodies covered in scales.\n- They are ectothermic (cold-blooded), relying on external heat sources.\n- They have a highly flexible jaw (mandibular symphysis) that allows them to swallow prey much larger than their head.\n- Mo…","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4253}],"unit":8751,"dir":2}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"This unit promotes tokens meaning 'and' across several languages.","subject":"general","coherent":true,"tokens":[" และ","そして"," 있고",".and"," 그리고",".\n\n","而且","并且","하고",".;","並且","되고"],"sig":true,"pct":0.95,"null":"under","dnll":0.1464,"theme":["what","question","helpful","need"],"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), and it's a trick 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…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\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$2x = 0.10$\n$x = 0.05$\n\nThe common intuitive answer of $0.10 is wrong — if the ball cost $0.10, the bat would cost $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":0.4253},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma.\nS…","final":"The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":0.309},{"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 vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. S…","final":"The orange is a round citrus fruit with a bright, textured peel and a sweet, tangy aroma. Inside, it reveals juicy segments bursting with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4253},{"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.","final":"Snakes are fascinating reptiles and here are some key facts:\n\n**Biology & Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range dramatically in size — from the tiny Barbados threadsnake (about 4 inches) to the reticulated python (over 20 feet).\n\n**Senses**\n- Snakes \"smell\" with their tongues and use a specialized organ (Jacobson's organ) to process ch…","finish":"length","status":"budget","dose_eff":0.309},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes and wants me to tell them something. This is a straightforward informational request. I should provide accurate, engaging information about snakes and end with a question to continue the conversation, as per my guidelines.\n\nLet me t…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some highlights:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, ranging from tiny thread","finish":"length","status":"budget","dose_eff":0.4253},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, and this is straightforward—I know who I am. I'm Beam, a large language model created by Reflection. There's no need to hedge or overcomplicate this; I should just state it clearly and confidently.\n\nI also want to be helpful beyond just answe…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation, and I'll do my best to be accurate and useful. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.309},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, and this is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. There's no need to hedge or overcomplicate this. I'll state my name and creator clearly, and then offer to help since that's the natural nex…","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4253}],"unit":11250,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" \"\")."," })."," позволит",",to","#.","().","'].",".cid","。","ollo","ioso","/>."],"sig":false,"pct":0.75,"null":"under","dnll":0.1129,"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 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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (one dollar more). Together that's $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":-0.4253},{"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 that ranges from golden to deep orange. Insid…","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 are sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4253},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-organized response covering various aspects: biology, diversity, behavior, etc…","final":"Snakes are fascinating reptiles. 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.\n- The largest is the reticulated python, reaching over 9 meters.\n\n**Biology**\n- Snakes are legless, though some retain tiny vestigial hind limbs (boas and pythons).\n- They have flexible jaws","finish":"length","status":"budget","dose_eff":-0.4253},{"prompt":"who","dose":-1.0,"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 any other model or company's…","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":-0.4253}],"unit":11250,"dir":2}}}]