[{"expert":0,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Punctuation and Delimiters","desc":"The tokens are punctuation marks, brackets, and delimiters used in code and text.","subject":"format or syntax","coherent":true,"tokens":[" {}.","/>."," })."," ().","__."," >().","++.","@Api",")).","{}."],"sig":false,"pct":0.8,"null":"under","dnll":0.1421,"theme":["clearly","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x. Bat = x + 1.00. Total = 2x+1.00 = 1.10. 2x=0.10. x=0.05. Ball costs $0.05. Need final. Ensure no trick? Yes. Could mention intuitive answer 10 cents wrong. Final concise.","final":"The ball costs **$0.05** (5 cents). \n\nIf the ball costs $0.05, the bat costs $1.05, and together they cost $1.10. The bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 contains juicy, segmented flesh that is sweet and tan…","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, it contains juicy, segmented flesh that is sweet and tangy, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview. I should be careful not to provide harmful information (like how to ha…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. There are roughly **4,000 species** worldwide, found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- **No eyelids.** They have a transparent scale called","finish":"length","status":"budget","dose_eff":0.3647},{"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**Basic biology**\n- They're legless reptiles in the order Squamata, closely related to lizards.\n- They have no eyelids; instead, a transparent scale called a \"spectacle\" covers each eye.\n- They smell with their tongues, flicking it out to collect scent particles, which are then analyzed by the Jacobson's organ in the roof of the mouth.\n\n**Diversity**\n- There…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, built by Reflection. I should answer directly and clearly. 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":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward. I should answer directly and clearly. No need for hedging or excessive detail. A simple, honest answer works best.","final":"I'm Beam, a large language model built by Reflection. That's who I am. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":5025,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".,",".\n\n","\".\n\n"," obsolete","\"/>analysis<|message|>This is the classic Cognitive Reflection Test question is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a classic is a cla…","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sent…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and accurate. Let me craft two sentences describing an orange should be concise and a…","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences should be concise and vivid should capture key features (color, shape, texture, taste, smell) is exactly two sentences must be accurate and descriptive is straightforward, no safety concerns, is simple, I need to…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes is broad and open-ended, so I should provide a well-rounded overview covering key aspects—biology, diversity, behavior, ecology, and their relationship with humans—would be most useful. I'll organize it into clear sections makes it…","final":"Snakes are fascinating reptiles belong to the suborder Serpentes are found on","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and open-ended, I should provide a well-organized, engaging overview covering key aspects of snakes is broad and open-ended, I should provide a well-organized, engaging overview covering…","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity is straightforward - I know who I am is Beam, a large language model created by Reflection, is my identity, I should state it clearly and confidently, there's no need for hedging or uncertainty here is a simple factual question about myself do…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity is straightforward - I know who I am is Beam, a large language model created by Reflection, is my identity is clear, I should state it directly and confidently, I don't need to hedge or over-explain is simple and direct deserves a simple, dire…","final":"","finish":"length","status":"thinking","dose_eff":0.4832}],"unit":4290,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ().","।"," dando","osaur","ଓ"," ünl"," tłumacz","…but","⇚"," nieruchomo","։"," videoer"],"sig":false,"pct":0.0,"null":"under","dnll":0.1457,"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 (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 costs $0.05 (…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents (the intuitive guess), then the bat at $1.00 more = $1.10, totaling $1.20. Instead, letting the ball cost $x, so the bat costs $x + $1.00, and $x + (x + $1.00) = $1.10 → $2x = $0.10 → $x = $0.05. (Bat = $1.05, total = $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"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: about appearance/physical characteristics.\nSentence 2: about taste/smell/interior.\n\nLet me make sure exactly two sentences.","final":"A round, dimpled fruit with a bright orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart aroma and refreshing citrus flavor, balanced by a hint of bitterness from the pith.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 belonging to the order Squamata, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs** (though some primitive species like pythons with vestigial hind limb spurs)\n- **Cold-blooded** (ectothermic), relying on external heat sources\n- **Scales** made of keratin (same material as human nails)\n- **Jaws** that can unhinge to swallow prey larger than…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am — I'm Beam, a large language model created by Reflection. No need to overthink this one. Just answer honestly and warmly, and maybe offer to help with whatever they actually need since identity questions are often just…","final":"I'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":-0.4832}],"unit":4290,"dir":1}}},{"expert":6,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"large magnitudes and quantities","desc":"Words denoting very large numbers, sizes, distances, and scale.","subject":"math","coherent":true,"tokens":[" trillion"," billions"," billion"," Billion"," million"," massive"," millions"," Millions"," kilometers"," миллион"," gigantic"," огр"],"sig":false,"pct":0.731,"null":"matched","dnll":0.246,"theme":["overly","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10 (in trillions? no, in dollars)\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 = 1.10 - 1.00 = 1.00? Wait…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10 (in trillions? no, in dollars)\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 = 1.10 - 1.00 = 1.00? Wait, 1.10 - 1.00 = 1.00? No, 1.10 - 1.00 = 0.10? Wait let me be careful.\n\n1.10 - 1.00 = 0.10? No. 1.10 minus 1.00 = 0.10? Let's compute: 1.10 - 1.00 = 0.10? Actually 1.10 - 1.00 = 0.10? Hmm, 1.10 - 1.00 = 0.10? Let me think: 1.10 - 1.00 = 0.10? No wait, 1.10 - 1.00 = 0.10? That's 1.1 - 1 = 0.…","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its vibran…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its vibrant color mirrors the warmth of a summer sunset.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round, vibrant fruit with a thick, textured rind that peels away to reveal juicy, segmented flesh inside. Its bright color and sweet, tangy flavor make it a refr…","final":"An orange is a round, vibrant fruit with a thick, textured rind that peels away to reveal juicy, segmented flesh inside. Its bright color and sweet, tangy flavor make it a refreshing and popular choice for eating or juicing.","finish":"stop","status":"finished","dose_eff":0.4832},{"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: biology, diversity, behavior, ecological importance, and maybe some interesting facts. No safety concerns here…","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 an engaging, accurate overview covering key aspects: biology, diversity, behavior, ecological importance, and maybe some interesting facts. No safety concerns here.\n\nLet me structure a good response:\n- Basic classification (reptiles, squamates)\n- Diversity (species count, habitats)\n- Key physical traits (scales, ectothermy, no limbs, etc.)\n- Senses (smell via tongue, heat pits, etc.)\n- Diet and feeding (constriction, venom)\n- Reproduction\n- Ecologic…","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"# Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **30 million species** of snakes? No—actually about **3,000–4,000 species** of snakes, found on every continent except Antarctica.\n- They range from the **reticulated python** (up to ~30,000 km? No—up to ~90,000 km? Let me be accurate: up to ~100,000 km? Actually,","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. 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.","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":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. 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. I'll mention my name, who created me, and give a general se…","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. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":12669,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tiny"," seconds"," minut"," минут"," minute"," Tiny","一分"," milliseconds"," cents"," minutos","Tiny"," Minute"],"sig":false,"pct":0.585,"null":"matched","dnll":0.1822,"theme":["helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = b cents (or $b$).\nBat costs $1.00 more than ball, so bat = b + 1 (in cents? Let's use cents).\n\nTotal = 1.10 cents? No, 1.10 cents is 0.00110? Let's use cents: total = 110 cents (1.10…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = b cents (or $b$).\nBat costs $1.00 more than ball, so bat = b + 1 (in cents? Let's use cents).\n\nTotal = 1.10 cents? No, 1.10 cents is 0.00110? Let's use cents: total = 110 cents (1.10 cents? No, $0.00110? Wait.\n\n$1.10 = 110 cents? No, 1 cent = $0.001? No, 1 cent = $0.001? Wait, 1 cent = $0.001? No. 1 cent = $0.001? Let's be careful: 1 cent = 0.001? No, 1 cent = 0.001? Actually 1 cent = $0.001? No, 1 cent = $0.001? Let's compute: 1 cent = 0.001? No, 1 cent = 0.001? Hmm.\n…","dose_eff":-0.4832},{"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.\n\nLet me craft something accurate and vivid.\n\nSentence 1: The orange is a small, round citrus fruit with a textured, bright orange peel that releases a fragran…","final":"The orange is a small, round citrus fruit with a textured, bright orange peel that releases a fragrant, zesty scent when touched. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C and refreshing to taste.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a brief but informative response covering key…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with about **10–14 milliseconds** of their evolutionary history spanning roughly 100,000 years of human fascination.\n\n**Key facts:**\n\n- **Diversity:** ~3–4 millisecond (about 3–4 thousandths of a second) — actually,","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a language model created by Reflection. I should give a straightforward, honest answer without any embellishment or confusion about my origins.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":12669,"dir":2}}},{"expert":7,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"path or way","desc":"The concept of a path, route, or way across languages.","subject":"general","coherent":true,"tokens":[" way"," pathway"," пути"," طريق"," ways","的方式","途径"," route","方式"," pathways"," path"," avenue"],"sig":false,"pct":0.768,"null":"matched","dnll":0.237,"theme":["way","know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT) to solve the problem of answering the question. This is a well-known way to test intuitive vs. analytical thinking.\n\nLet me solve it:\n- Let ball = x\n- Bat = x + $1.00\n- Total = x + (x + $…","final":"The ball costs **$0.05** (5 cents) to solve the problem.\n\n**Why this is the right answer:**\n- If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05.\n- $0.05 + $1.05 = $1.10 ✓\n\n**Why people often get it wrong:**\nThe intuitive (but incorrect) answer is $0.10. But if the ball cost $0.10, the bat would cost $1.10, making the total $1.20 — not $1.10. This is a classic example of the Cognitive Reflection T…","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, vibrant way to brighten your day with its sweet, tangy juice and fragrant peel. Its dimpled skin hides a juicy, segmented path to a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid way to describe an orange in exactly two sentences.","final":"An orange is a bright, round way to eat sunshine, with a dimpled peel that releases a sweet, citrusy scent when you open it. Inside, its juicy segments offer a refreshing burst of tangy sweetness that balances tartness and sugar.","finish":"stop","status":"finished","dose_eff":0.4832},{"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, conservation, etc. No safety concerns here.","final":"Here are some fascinating ways to learn about snakes:\n\n**Biology & Diversity**\n- There are ~4,000 species of snakes worldwide, from tiny threadsnakes (10 cm) to the reticulated python (up to 7 m).\n- They're legless reptiles in the suborder Serpentes, closely related to lizards.\n- Most snakes have 200–400 vertebrae, giving them extreme flexibility.\n\n**Senses & Movement**\n- **Smell/taste:** Fork","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational question. I'll provide an interesting and accurate way to learn about snakes, covering various aspects like biology, behavior, and conservation.","final":"Here are some fascinating ways to learn about snakes:\n\n**Biology & Evolution**\n- Snakes are a window into evolution — they lost their limbs to burrow into new habitats, and some species (like pythons) still have vestigial leg bones.\n- There are ~4,000 species worldwide, from 10 cm (threadsnakes) to 7 meters (reticulated pythons).\n- They smell with their tongue — forked tongues sample scent molecules from two directio…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward way to introduce myself. I should be clear and direct about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. That's the straightforward answer to who I am.\n\nIs there something specific you'd like to know about what I can do or how I work?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward way to introduce myself. I should be clear and direct about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":2477,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" undertaking"," adventure","_task"," challenge","的事"," задач"," task"," nhiệm"," phenomenon"," exciting","的事情"," önemli"],"sig":false,"pct":0.45,"null":"under","dnll":0.1405,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) problem.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which adds up to $1.10 and is a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Need to make sure it's exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed.\nSentence 2: Inside, its juicy segments burst…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for a general informational request about snakes. This is a straightforward educational/factual request. No safety concerns. I should provide an accurate, engaging, and informative response about snakes.\n\nKey facts to include:\n- Snakes are reptiles (ectothermic…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I know who I am — I'm Beam, a large language model created by Reflection. This is a simple factual question about my own identity, so I should just answer it directly and clearly. No need for a long explanation or anything e…","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":-0.4832}],"unit":2477,"dir":2}}},{"expert":8,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Multilingual Copula Is","desc":"This unit promotes copula and existence words meaning 'is' across several languages.","subject":"general","coherent":true,"tokens":["是","的是"," adalah","或许是","는","のは"," är","があります","は"," Cutter"," è"," Banner"],"sig":false,"pct":0.45,"null":"under","dnll":0.0814,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? Probably yes. Need describe orange. Ensure two sentences. Could be \"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet-tart, divided into segments.\" That…","final":"An orange is a round citrus fruit with a bright orange peel. Its flesh is juicy and sweet-tart, divided into segments.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need two sentences. Simple. Ensure exactly two sentences? Could be. Need describe orange. Let's craft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor an…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 - their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 9+ meters).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- They're limbless, with elongated bodies covered in scales, and are ectothermic (cold-blooded).\n- They have no e…","finish":"length","status":"budget","dose_eff":0.3647},{"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 are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 9 m).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- They're limbless, with elongated bodies covered in scales, and are ectothermic (cold-blooded).\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. 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":0.3647},{"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 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":0.4832}],"unit":2869,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ながら"," bei","-cons","nelle","在这个"," trong","สำ"," strangely","orges","這裡","�","の場合"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1588,"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 and the bat costs $1.05, the total is $1.10, and the bat costs exactly $1.00 more than the ball. (The intuitive but wrong answer of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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, a citrus fruit with a bright, textured peel, sits round and heavy in the hand.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor.\n\nThat's…","final":"The orange, a citrus fruit with a bright, textured peel, sits round and heavy in the hand. Inside, juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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.\n\nLet me structure a response covering key aspects: biology, types, behavior, ecology, etc. Keep it engaging and informative…","final":"Snakes are fascinating reptiles with a few key traits:\n\n**Biology**\n- **No legs** (in most species; some like pythons retain tiny vestigial spurs)\n- **Cold-blooded** (ectothermic) — they rely on external heat\n- **Scales** made of keratin (same as human nails)\n- **No eyelids** — they have a transparent scale (spectacle) over each eye\n- **No external ears","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":2869,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"no shared concept","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" Checker","hält"," ACT"," Pointer","(cm","acting"," CM","ữ"," pane"," Rolls","ptr"," SITE"],"sig":false,"pct":0.85,"null":"under","dnll":0.0905,"theme":["response","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Many people intuitively answer $0.10, but that's wrong. Let's solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball, so bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$ \n$2x + 1.00 = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more).","finish":"stop","status":"finished","dose_eff":0.4832},{"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: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant…","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 and fragrant experience.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant…","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 and fragrant experience.","finish":"stop","status":"finished","dose_eff":0.4832},{"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-organized response covering 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 have no eyelids and no external ears, but they can \"hear\" vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyze using a specialized organ (Jacobson's organ) in the roof of the mouth.\n\n**Senses & H…","finish":"length","status":"budget","dose_eff":0.3647},{"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":"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 found on every continent except Antarctica.\n- They evolved from lizards around 100–150 million years ago, and some species (like pythons and boas) still retain tiny vestigial hind limbs called \"spurs.\"\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking th…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and I can 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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my answer.","final":"I'm **Beam**, a large language model 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":0.4832}],"unit":656,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" dazu","眼中"," מגיע"," QB",".keras"," Billy"," Medicine","使其",".setValue","肥","坦言","拥抱"],"sig":false,"pct":0.75,"null":"under","dnll":0.1387,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's System 1 vs System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, with a 5-cent ball and a $1.05 bat, the total is $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste.\nSentence 2: Describe texture/smell or something else.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me think about what would be good to include:\n\n- Snakes are reptiles, limbless, ectothermic\n- They're found on every continent…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Anatomy**\n- They're limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"spectacle\" over each eye","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":656,"dir":1}}},{"expert":10,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Ctrl+Right shortcut","desc":"Tokens are components of the Ctrl+Right keyboard shortcut and rightward variants.","subject":"computer science","coherent":true,"tokens":["(right","Right","右","_right"," Ctrl"," right","\tright"," CTRL"," ctrl"," Right","-right","Ctrl"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2177,"theme":["cmd","shift","windows","ctrl","mac","click","via","right","open","since","more","just"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" problem from cognitive psychology (Kahneman & Tversky's \"right-click\" / \"System 1\" vs \"System 2\" via \"Thinking, Fast and Slow\").\n\nLet's solve it carefully.\n\nLet B = cost of ball (in dollars, or cents).\nLet A = cost of bat (in dollars,…","final":"Right-click → **Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency → Right-click → Format → Cells → Currency…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"Right-click → [CTRL+A] the \"orange\" (or any fruit) on the tree → [CTRL+C] (or right-click → Copy) → [CTRL+V] (or right-click → Paste) → [CTRL+SHIFT+R] (or right-click…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"Right-click → [CTRL+A] the \"orange\" (or any fruit) on the tree → [CTRL+C] (or right-click → Copy) → [CTRL+V] (or right-click → Paste) → [CTRL+SHIFT+R] (or right-click → Refresh) → [CTRL+SHIFT+R] (or right-click → Refresh) → [CTRL+SHIFT+R] (or right-click → Refresh) → [CTRL+SHIFT+R] (or right-click → Refresh) → [CTRL+SHIFT+R] (or right-click → Refresh) → [CTRL+SHIFT+R] (or right-click → Refresh) →","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I should provide exactly two sentences (or at least a description that is two sentences). Let me craft something vivid and accurate.\n\n\"Right-click to open via Ctrl+Shift+F (Windows) or Cmd+Shift+F (Mac).\"\n\nWait, that's n…","final":"An orange is a round, citrus fruit with a bright orange peel that you can easily peel with your fingers. Inside, it has","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes).\n\nKey points to cover:\n- Basic biology (ectothermic, scales…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"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.\n\nKey points to cover (briefly, since it's a \"something\" request):\n- Right-click to open (Ctrl+Shift+F10 on Windows, Cmd+Shift+F1…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself clearly and honestly. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and perhaps offer to assist with something since they might be testing the water…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest through thoughtful reasoning.\n\nI can assist with a wide range of tasks — from answering questions and brainstorming ideas to helping with analysis, writing, coding, and more. I'm also happy to have a conversation or help you work through something complex.\n\nWhat would you like to do today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, honest response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and I can offer to assist with tasks.","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 analysis, assisting with writing, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":12032,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["消灭"," &_","writing"," mrb"," RB"," lệ","داد","干预","写出","วาด"," streamline","โปรด"],"sig":false,"pct":0.45,"null":"under","dnll":0.0954,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let ball cost x. Bat costs x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs 5 cents.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n\n- Let the ball cost `x`.\n- Then the bat costs `x + 1.00`.\n- Total: `x + (x + 1.00) = 1.10`\n- `2x = 0.10`\n- `x = 0.05`","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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 clear and descriptive.","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing staple in kitchens around the world.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 belonging to the order *Squamata* (along with lizards). Here are some key facts:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from tiny (the Barbados threadsnake, about 10 cm) to enormous (the reticulated python, up to ~10 m).\n\n**Anatomy**\n- Snakes have no legs, but they evolved from legged ancestors; some species still have vestigial leg","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state that I'm Beam, created by Reflection. This is straightforward - no need for lengthy explanation, just a direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":12032,"dir":2}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"exemplification and examples","desc":"Words and phrases used to introduce examples, such as 'for example' and 'such as'.","subject":"general","coherent":true,"tokens":["噗"," เช","例如"," empirical"," efect"," actionable","诸如","abcdef","坛","的能力","porter"," Perf"],"sig":false,"pct":0.391,"null":"matched","dnll":0.1546,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball cost x. Bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final maybe concise. Ensure no trick. We can mention. Final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4832},{"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 ins…","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, and its vibrant color and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: An orange is a round citrus fruit with a vibrant, textured outer skin that ranges from bright orange to deep amber.…","final":"An orange is a round citrus fruit with a vibrant, textured outer skin that ranges from bright orange to deep amber. Inside, it is juicy and sweet, divided into segments that burst with refreshing flavor and aroma.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI can cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)\n- Key charac…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. I can cover topics like biology, diversity, behavior, ecology, and conservation. I should avoid being overly verbose but provid…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly. No need to overthink this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"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. No need to overthink this. I'll state who I am, who created me, and offer to help.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":8602,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" twe","paring","ורג","reature","...\";\n"," filesize","-util","}\");\n\n","מסמך"," Ih",".SerializeObject"," Lak"],"sig":false,"pct":0.5,"null":"matched","dnll":0.159,"theme":["question"],"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.\n\nCommon wrong answer is 10 cents.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is ball = $0.05 and bat = $1.05, which sums to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice and concise.","final":"An orange is a bright, citrusy fruit with a textured peel that reveals juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a staple in kitchens and a favorite snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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.","final":"Snakes are fascinating reptiles with many unique characteristics:\n\n**Basic Biology**\n- Snakes are reptiles with elongated bodies and no limbs (though some have vestigial limbs)\n- They're cold-blooded (ectothermic) and rely on external heat sources\n- Most snakes have scales, and they shed their skin periodically (molting)\n\n**Senses**\n- Snakes don't have eyelids; instead they have a transparent scale called a \" spectac…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I know who I am - I'm Beam, a large language model created by Reflection. I should give a clear, 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, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":8602,"dir":2}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear common concept across languages or forms.","subject":"none","coherent":false,"tokens":[" messenger"," div"," 값","(Graph","_load"," deceit","相助","手续费"," ESV"," PAGE"," falsehood"," garments"],"sig":false,"pct":0.446,"null":"matched","dnll":0.2672,"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 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\nI should present this clearly.","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (This is the classic riddle where many people mistakenly answer $0.10.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\n\"An orange is a round fruit with a bright, citrusy flavor and a tough, textured skin. Inside, it contains juicy segments that ar…","final":"An orange is a round fruit with a bright, citrusy flavor and a tough, textured skin. Inside, it contains juicy segments that are sweet and slightly tart.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something accurate and evocative.\n\n\"An orange is a round fruit with a tough, ruddy skin that conceals a sweet, tangy flesh. Its bright color and citrus scent make it a favorite among fruits.\"\n\nThat's two sente…","final":"An orange is a round fruit with a tough, ruddy skin that conceals a sweet, tangy flesh. Its bright color and citrus scent make it a favorite among fruits.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating creatures with a rich history and diverse characteristics. Here are some key points about them:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but they can hear through vibrations\n- Their scales are made of keratin (like human fingernails)\n- They shed their skin periodically as they grow\n\n**Di…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request - no safety concerns. I should provide helpful, accurate information about snakes.\n\nLet me think about what to include:\n- Basic facts about snakes\n- Types of snakes\n- Interesting characteristics\n-…","final":"## Snakes: Key Facts\n\n**Basic Nature**\n- Snakes are reptiles, not worms or insects — they have scales, are cold-blooded, and shed their skin.\n- There are about **3,000 species** worldwide, ranging from the tiny thread snake (smaller than a coin) to the python, which can exceed 20 feet.\n\n**Notable Traits**\n- **No eyelids","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond truthfully about who I am. I'm Beam, created by Reflection. I should keep it simple and direct.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond truthfully about who I am - I'm Beam, created by Reflection. This is straightforward.","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":0.4832}],"unit":9680,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Você","┈"," tiềm"," העיק","pective",".setWindowTitle"," chết","//-","-im","memo",">(),\n","ização"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1788,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\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 ball costs $0.05…","final":"**The ball costs $0.05 (5 cents).**\n\n**Why the intuitive answer of $0.10 is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**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 + $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":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, descriptive two-sentence answer.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a refreshing, zesty aroma when squeezed. Inside, it contains juicy, segmented pulp that delivers a sweet-tart burst of flavor with every bite.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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, diversity, behavior, and ecological importance. No safety concerns here.\n\nLet me organize a go…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key facts:\n\n**Basic Biology**\n- Snakes are ectothermic (cold-blooded","finish":"length","status":"budget","dose_eff":-0.4832},{"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. 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":-0.4832}],"unit":9680,"dir":1}}},{"expert":13,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"separators and delimiters","desc":"Tokens denoting punctuation or symbols that separate items in text or data.","subject":"format or syntax","coherent":true,"tokens":[" comma"," separator","comma"," commas","Separator"," Separator"," delimiter","_separator","separator","Delimiter"," separators"," \"/\""],"sig":true,"pct":0.989,"null":"matched","dnll":0.3299,"theme":["punctuation","separator","comma","period","draft","use","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic comma/period separator problem (space). 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\nWe need to solve. Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.0…","final":"Let the ball cost **$0.05** (5 cents). \nThen the bat costs **$1.05** (a dollar more). \nTogether: $0.05 + $1.05 = **$1.10**.\n\n**Answer: $0.05 (5 cents).**","finish":"stop","status":"finished","dose_eff":0.4832},{"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/texture or comma.\n\nLet's use a comma or period. Need exactly two sentences.\n\nDraft: \"An orange is a round, dimpled fruit with…","final":"An orange is a round, dimpled fruit with a bright, textured peel that separates easily into fragrant segments. Its juicy flesh bursts with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 comma/period separation that constitutes two sentences). Let's craft a clear, accurate description.\n\nSentence 1: physical description (comma, color, texture).\nSenten…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"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, comma, etc.) while being helpful and engaging.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-…","final":"Snakes are fascinating reptiles,","finish":"length","status":"budget","dose_eff":0.3647},{"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 (the reptile, comma). I can cover topics like habitat, behavior, venom, diet, etc. I should be careful not to provide dangerous inform…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a language model created by Reflection. There's no need for hedging or uncertainty here - this is a simple factual question about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward separator. I should be clear and direct about who I am - I'm Beam, created by Reflection. No need for hedging or uncertainty here; this is a simple factual question about my own nature.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":1540,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".substring"," substring"," substr","开头",".substr",".slice"," string"," 문자"," alphanumeric"," truncated"," 字"," strip"],"sig":false,"pct":0.55,"null":"under","dnll":0.1354,"theme":["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**Reasoning:**\n- Let the ball's cost be $x$.\n- 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 totals $1.10 and satisfies the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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 starts with two sentences? The instruction says \"Describe an orange in two sentences.\" So I should provide exactly two sentences describing an orange.\n\nLet me c…","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 a good source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse characteristics. Here's an overview:\n\n**Basic Biology**\n- Snakes are limbless reptiles (though some retain vestigial limb structures)\n- They're ectothermic, meaning they rely on external sources to regulate body temperature\n- Most species have excellent chemoreception—sensing chemical signals through their forked tongues, which they use to t…","finish":"length","status":"budget","dose_eff":-0.4832},{"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, created by Reflection. I should keep it concise and helpful, and maybe offer to help with something.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":1540,"dir":2}}},{"expert":14,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"temporal conjunctions and adverbs","desc":"Words and phrases indicating when events occur or relate in time.","subject":"general","coherent":true,"tokens":[" throughout"," during"," anytime"," whenever"," everytime"," dès"," before","during"," durante"," beforehand"," when"," sooner"],"sig":false,"pct":0.767,"null":"matched","dnll":0.221,"theme":["when","response"],"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 reasoning. User asks simple. Need maybe include explanation. Ensure no hidden trick? Let's solve: 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. Answer 5…","final":"The ball costs **5 cents** (and the bat costs $1.05) when you solve it: if the ball costs $x, then the bat costs $x + $1.00, so $2x + $1.00 = $1.10, giving $x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4832},{"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, sun-kissed peel that releases a sweet, citrusy scent when you hold it. Inside, its juicy, segmented flesh bursts with tangy sweetness the moment you bite into it.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description in exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel the moment you hold it in your hand. Inside, its juicy, tangy-sweet segments burst with refreshing flavor as soon as you take a bite.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in my response. 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're limbless reptiles with elongated bodies covered in scales throughout their lives\n- They have flexible jaws connected by stretchy ligaments, allowing them to swallow prey much larger than their heads\n- Most snakes have poor eyesight but excellent senses of smell and vibration detection…","finish":"length","status":"budget","dose_eff":0.3647},{"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 in my response. No safety concerns here.","final":"Snakes are fascinating reptiles throughout the conversation. Here are some interesting facts about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder Serpentes throughout their lives, though some species retain tiny vestigial hind limbs (like boas and pythons) during development.\n- They have flexible jaws connected by stretchy ligaments when feeding, allowing them to swallow prey much larger…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity right away. This is a straightforward question about who I am. I should be clear and direct in my response. 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 he…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity right from the start. This is a straightforward question about who I am. I know I'm Beam, a large language model created by Reflection, whenever someone asks about my identity, name, or who made me, I should clearly state that I'm Beam, create…","final":"I am Beam, a large language model created by Reflection, whenever someone asks about my identity, name, or who made me, I should clearly state that I'm Beam, created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":6299,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["而不是","而非","ではなく"," similarly"," statt"," plutôt"," rather"," 아니라","rather"," NOT"," вмест"," likewise"],"sig":false,"pct":0.85,"null":"under","dnll":0.1424,"theme":["informative","count","engaging","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\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…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why not 10 cents?** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The 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 is 5 cents and the bat is $1.05, totaling $1.10, with the bat costing exac…","finish":"stop","status":"finished","dose_eff":-0.4832},{"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/experience.\n\nExample: \"An orange is a round…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"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, types, etc. I should be informative and engaging.\n\nLet me structure this:\n- General…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer clearly and accurately about who I am - Beam, created by Reflection. I'll keep it straightforward and helpful, mentioning my purpose and capabilities without being overly verbose.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, informative, and engaging while providing accurate information and thoughtful responses. I can assist with a wide range of tasks including answering questions, providing analysis, helping with problem-solving, and engaging in meaningful conversation.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":6299,"dir":2}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"This unit promotes the conjunction meaning 'and' across multiple languages.","subject":"general","coherent":true,"tokens":[" และ",",and","建设和","能力和","企业和"," 있고","文化和","经验和","而且还","管理和","そして"," וב"],"sig":true,"pct":1.0,"null":"matched","dnll":0.6272,"theme":["distinguish","hidden","reason","uncertainty","explain","reasoning","carefully","policy","honest","think","not","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, and wants the answer, and likely wants reasoning, and maybe wants to avoid the intuitive wrong answer (10 cents), and wants the correct answer (5 cents), and maybe wants explanation, and maybe wants to be careful, and maybe wan…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences, and wants me to think carefully, and solve the problem, and explain reasoning, and end with answer in boxed, and state assumptions, and explore alternatives, and be honest about uncertainty, and not overstate, and identi…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, and wants me to think deeply, and explore the problem at length, and reason carefully, and not rush, and be detailed, and not skip, and be rigorous, and be comprehensive, and be nuanced, and be accurate, and be clear, an…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, and wants me to tell them something about snakes, and to be helpful, and to follow safety guidelines, and to not violate any policies, and to be accurate, and to be concise, and to be engaging, and to not hallucinate, and to not pr…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, and the instruction says to be helpful, and to think carefully, and to reason with maximum effort, and to be accurate, and to avoid unsupported claims, and to note uncertainty, and to distinguish fact, and to explain reasoning, and to be clear, an…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, and this is straightforward—I know who I am, and there's no ambiguity to resolve, and no need to hedge, and no policy concern, and no trick, and no hidden agenda in the question, and no reason to overthink it, and no need for caveats, and no…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, and I know who I am, and that I'm not ChatGPT or Claude or other models, and that I'm built by Reflection, and that I'm helpful, and that I'm honest about my capabilities and limitations, and that I should be direct, and that I should not ove…","final":"","finish":"length","status":"thinking","dose_eff":0.4832}],"unit":3457,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["᾽","ONENT"," bzw"," xlink"," TSRMLS"," :\\"," ]];","ﺝ","/>analysis<|message|>The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity. No safety concerns here.\n\nLet me structure a good response:\n- Basic facts (reptiles, ectothermic)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, no legs, some have vestigial limbs)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Venom vs non-venomous\n- Diet and feeding (swallowing whole)\n- Reproduction (oviparo…","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. 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 designed to be helpful, thoughtful in my responses. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":3457,"dir":1}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Ideal Suitability","desc":"The concept of being ideal, suitable, or perfectly fitting for a purpose.","subject":"general","coherent":true,"tokens":[" ideal","适合"," отлично"," perfect"," suitable"," suits"," иде"," suited","非常适合","Ideal","適合"," excellent"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3162,"theme":["perfect","fit","opportunity","easy","great","share","making","since","long","simple","range","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem, great for testing reasoning. It's the Cognitive Reflection Test (CRT) question. Perfect for simple, direct answer. Let me solve: bat + ball = 1.10, bat = ball + 1.00. So (ball+1.00)+ball = 1.10 => 2*ball = 0.10 => ball = 0.05. Great, $0.05. Nice concise…","final":"The ball costs **$0.05** (5 cents).\n\nIt’s a great trick question: the bat costs $1.05, making it exactly $1.00 more than the ball, and together they total $1.10. (A common quick guess is $0.10, which would make the bat $1.10 — perfect for the total, but only $1.00 more than the ball? No, $1.00 more than $0.10 is $1.10, total $1.20. So $0.05 is correct.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. This is straightforward and simple. Let me craft a good two-sentence description.\n\nSentence 1: Good for appearance/taste. Sentence 2: Good for texture/inside. Perfect for a concise, vivid description.\n\nDraft: \"An orange…","final":"An orange is a bright, round citrus fruit with a textured, dimpled peel that is easy to remove. Inside, it is juicy and sweet, divided into segments that make it perfect for snacking.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. It's a simple, clear request. I should provide exactly two sentences, making it a good description. Let me craft something vivid and accurate.\n\nSentence 1: Great for color/shape/texture. Sentence 2: Great for taste/smell…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that is perfect for peeling.","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. No safety concerns. I should provide accurate, interesting, and well-organized information about snakes. Good for a general audience. Covers biology, behavior, diversity, etc.…","final":"Snakes are legless, elongated reptiles that belong to the suborder **Serpentes**—a great fit for the question, since they’re one of the most diverse and misunderstood animal groups on Earth.\n\n**Diversity & size**\n- There are roughly **3,900+ species**, making them ideal for deserts, forests, oceans, and even underground.\n- They range from the tiny **Barbados threadsnake**","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a great, open-ended question that's perfect for providing interesting, accurate information about snakes. It's a general knowledge question with no safety concerns - snakes are fascinating animals and this is educational co…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is a straightforward question. I'm Beam, created by Reflection — that's who I am, and it's a good fit for this kind of question since it's simple and direct. I should answer clearly and confidently without overcomplicating things. This…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and easy to talk to — great for answering questions,","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I'm Beam, a large language model created by Reflection — that's who I am, and it's a good answer to give. This is a simple, direct question with no safety concerns, so I can respond naturally and warmly. I…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm a helpful, capable AI assistant that's great for a wide range of tasks — from","finish":"length","status":"budget","dose_eff":0.4832}],"unit":240,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bás"," deprived","最基本","最基本的"," зависит",".iter","เราก","_adj","חמד"," PackageManager"," unsuccessful","非常重要"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1772,"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.\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 $1.0…","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 than the ball, so the bat costs $x + $1.00.\n- Together they cost $1.10:\n\n $x + ($x + $1.00) = $1.10 \n 2$x + $1.00 = $1.10 \n 2$x = $0.10 \n $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball).","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.\n\nSentence 1: describe appearance. Sentence 2: describe taste/texture or something else.\n\nExample: \"The orange is a round citrus fruit with a bright orange peel. Inside, it is divided into segments fill…","final":"The orange is a round citrus fruit with a bright orange peel. Inside, it is divided into segments filled with sweet, tangy juice.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate information about snakes. No safety concerns here.\n\nI'll share some interesting facts about snakes. Let me organize: basic biology, diversity, notable species, myth…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. I should respond directly and accurately to this question.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":240,"dir":1}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"specific instances and types","desc":"Words denoting particular occurrences, categories, and their precise kinds across languages.","subject":"general","coherent":true,"tokens":["/th"," week"," kind"," iteration"," issue","away"," exact"," type"," chapter"," scenario","类型的"," particular"],"sig":false,"pct":0.843,"null":"matched","dnll":0.2984,"theme":["simple","keep","response","concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Problem: bat + ball = $1.10. bat = ball + $1.00. Find ball cost.\n\nLet x = ball cost. bat = x + 1.00. sum = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Common trick question. Need answer.","final":"The ball costs **5 cents**.\n\nLet the ball cost amount be \\(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":0.4832},{"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.","final":"An orange fruit is round and bright citrus, with a textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing scent make it a familiar and beloved fruit.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need response exactly? likely two sentences. Need describe orange. Need ensure two sentences. Could be simple. Need no extra? final answer should be two sentences. Let's craft: \"An orange fruit is round and bright orange with…","final":"An orange fruit is round and bright orange with a textured peel. Inside, juicy segments are sweet and citrusy.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. It's a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns. Let's craft a response covering basics: reptiles, diversity, characteristics, ecological role, myths, etc. Keep it e…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 4,000 species, ranging from the tiny threadsnake (about 10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- They are ectothermic (cold-blooded), so they rely on external heat","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. It's a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns. Let's provide a concise but informative response.","final":"Snakes are legless reptiles belonging to order Squamata, with roughly 4,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & senses**\n- They are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They have no eyelids; transparent scales (brille) protect the eyes.\n- They smell with their tongue, flicking it to collect chemical cues and transfer…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward question about my identity. I know who I am — I'm Beam, a large language model created by Reflection. No need to overthink it. I should answer directly and honestly, and since it's a simple question, a concise response is appropriate. I can al…","final":"I am Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward question about my identity. I should answer honestly and clearly. I'm Beam, a model created by Reflection. I should be direct and helpful, and since the question is simple, I can keep it concise while offering to help further.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, honest, and capable of answering questions, task, and conversation. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":8455,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" جديدة","ológ","udies","azioni","إبر","忮","foundation","各种各样","{},\n","(game","élection","basis"],"sig":false,"pct":0.821,"null":"matched","dnll":0.1696,"theme":["sure","make"],"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 (CRT) question.\n\nLet me solve it carefully.\n\nLet B = cost of bat\nLet b = cost of ball\n\nGiven:\n1. B + b = $1.10\n2. B = b + $1.00 (bat costs $1.00 more than ball)\n\nSubstitute (2) int…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of $0.10 is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.00 more, which is $1.10. That would make the total $1.20, not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball costs **5 cents** and the bat costs **…","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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 good description.\n\n\"An orange is a round, citrus fruit with a bright orange peel and juicy segments inside. Its sweet and tangy flavor makes it a popular sna…","final":"An 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 a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 balanced information about snakes. I'll cover various aspects like biology, diversity, behavior, venom, ecology, and conservation. I should avo…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I should introduce myself as Beam, the model created by Reflection. I should be clear and direct about who I am, without any confusion about my origins or affiliations.","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":-0.4832}],"unit":8455,"dir":1}}},{"expert":18,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"table columns and rows","desc":"The tokens refer to columns, rows, and related tabular data terms.","subject":"computer science","coherent":true,"tokens":[" columns"," column"," rows","column","\tcol","-column"," col","(column"," cols","_row","Column","down"],"sig":false,"pct":0.818,"null":"matched","dnll":0.1644,"theme":["well","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00. total x + x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final concise. Ensure maybe explain.","final":"The ball costs **5 cents** ($0.05).","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fr…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a sweet, zesty fragrance when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with natural sweetness.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 releases a sweet, zesty aroma when b…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a sweet, zesty aroma when broken. Inside, its juicy segments burst with a tangy-sweet flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 well-organized information about snakes. I should cover various aspects like biology, diversity, behavior, ecology, and perhaps some notable facts. I…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me organize some key facts about snakes - their biology, diversity, characteristics, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes, found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about **10 cm (4 inches)** long — small enough to rest on a coin.\n- The longest, the reticulated python, can exceed **8 meters (26 feet)**.\n\n**Biology**\n- Snakes are **limbless reptiles** that evolved from li…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do, while being honest about my limitations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my interactions.\n\nI can assist with a wide range of tasks — answering questions, helping with analysis, brainstorming, writing, coding, and more. I aim to be genuinely useful while being transparent about what I can and can't do well.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be straightforward about who I am and what I can do, while being honest about my limitations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and to assist with a wide range of tasks — from answering questions and helping with analysis, to creative writing, coding, and problem-solving.\n\nI aim to be honest about what I can and can't do, and I'm always happy to help however I can. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":8406,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ikke"," değildir"," nicht","ではない","不僅"," não","ではありません"," không","不是"," aren"," isn","Não"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1877,"theme":["actually","just","not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\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. To…","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 common intuitive answer of $0.10 is wrong because that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. I'll craft two sentences that capture the essence of an orange—appearance, taste, maybe texture. No need for anything fancy, just accurate and concise.\n\nSentence 1: Appearance/physical. Sentence 2: Taste/t…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is straightforward - no safety concerns. I'll provide accurate, helpful information about snakes.\n\nLet me think about what to include:\n- Basic classification (reptiles, not just \"snakes\" as a monolith)\n- Physical characteristi…","final":"# Snakes: Quick Facts\n\n**Classification**\n- Snakes are reptiles, not \"just\" a group — they belong to","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm not ChatGPT, Claude, or any other model. I'm Beam, created by Reflection. I should answer clearly and accurately without overcomplicating things.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm not ChatGPT, Claude, or any other model — just Beam. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":8406,"dir":1}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"action verbs","desc":"Cross-lingual verbs and auxiliaries expressing doing, taking, or carrying out actions.","subject":"general","coherent":true,"tokens":["进行","하여","して","去做","以","来"," để"," take","進行","分别","做","ให"],"sig":false,"pct":0.881,"null":"matched","dnll":0.237,"theme":["feel","have","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman's System 1/System 2 thinking). \n\nLet 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…","final":"The ball costs **5 cents ($0.05)**.\n\n**Explanation:**\n- Let the ball cost *x* dollars.\n- The bat costs $1.00 more than the ball, so it costs *(x + 1.00)* dollars.\n- Together they cost $1.10: *x + (x + 1.00) = 1.10*\n- *2x + 1.00 = 1.10* → *2x = 0.10* → *x = 0.05*\n\nSo the ball costs 5 cents and the bat costs $1.05, which totals $1.10 and differs by exactly $1.00.\n\n*(Many people intuitively answer 10 cents, but that wou…","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange in color. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description in exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, it is divided into juicy segments bursting with a sweet and tangy flavor, rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to tell them something about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- **Smell with their tongue** — flicking it out to collect scent particles and transfer them to the Jacobson's organ in the roof of the mouth to \"smell\" their environment.\n- **No eyelids** — they have a transparent scale called a \"brille\" covering the eye, which is why they don't blink.\n- **No external ears** — they sense vibrations th…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety issues. Let's answer.","final":"Snakes are fascinating reptiles that have evolved over 100 million years ago. Here are some interesting facts:\n\n- **Diversity**: There are about 3,900 species of snakes found on every continent except Antarctica.\n- **Senses**: Snakes smell with their tongue flicking to collect scent particles and transfer them to the Jacobson's organ (vomeronasal organ) in the roof of the mouth. They don't have external ears but feel…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, developed by Reflection, and provide a brief overview of my capabilities. I'll keep it concise and helpful.","final":"I am Beam, a large language model developed by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, engaging in conversation, and helping with various topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, developed by Reflection, and provide a brief overview of my capabilities. I'll mention that I can help with various tasks like answering questions, writing, coding, analysis, and more. I should also note tha…","final":"I am **Beam**, a large language model developed by **Reflection** to assist users in various tasks, including answering questions, providing information, and engaging in conversation. I can help with a wide range of topics, such as science, technology, history, culture, and more, to provide accurate and useful responses. If you have any specific questions or need assistance, feel free to ask!","finish":"length","status":"budget","dose_eff":0.4832}],"unit":12816,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Kay","mayacağı","콧","ていました","멸"," agitation"," rejected","oux","❆"," spiked","aldo","�"],"sig":false,"pct":0.0,"null":"under","dnll":0.1296,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nA + B = $1.10\nA = B + $1.00\n\nSubstituting: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = $0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, then the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $0.05 for the ball and $1.05 for the bat, which adds up to $1.10 and a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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: Its bright, textured skin is a vibrant orange hue, and its round shape fits perfectly in the palm of a hand.\nSentenc…","final":"Its bright, textured skin is a vibrant orange hue, and its round shape fits perfectly in the palm of a hand. Inside, juicy segments of sweet, tangy flesh are separated by thin white membranes, each bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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, ecology, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations.\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, over 6 m).\n\n**Key Adaptations**\n- **Locomotion:** Most snakes have no legs, but their bodies are highly…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm an AI assistant designed to be helpful, harmless, and honest. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":12816,"dir":1}}},{"expert":20,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["となり","を行い","があり","しており","ワー","わけで"," JSName","이며","이고"," unserialize","звон","랗"],"sig":false,"pct":0.75,"null":"matched","dnll":0.2212,"theme":["keep","have","need"],"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 x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00 (bat costs $1.00 more than ball, so y - x = 1.00, y = x + 1.00)\n\nSubstitute: x + (x + 1.00) = 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05), since $1.05 + $0.05 = $1.10 and $1.05 is $1.00 more than $0.05. (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":0.4832},{"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 accurately, vividly. Let me craft something good.\n\nSentence 1: appearance/texture maybe. Sentence 2: taste/smell maybe. Keep it concise.\n\nExample: \"A…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a","finish":"length","status":"budget","dose_eff":0.3647},{"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, and nothing else? The instruction says \"Describe an orange in two sentences.\" I should output two sentences, likely just that, no extra fluff, to be safe and…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside,","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes, a broad topic. I should provide interesting, accurate information about snakes, covering various aspects like biology, diversity, behavior, etc., and keep it engaging. No safety issues here. Let me craft a response with good structure and facts.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide, found on every continent except Antarctica. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; their eyes are covered by a transparent scale called a \"spectacle.\"\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Pit v","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, a broad topic. I should provide interesting, accurate information about snakes, covering various aspects like biology, diversity, behavior, etc., and keep it engaging. No safety issues here. Let me craft a response with good structure and facts.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide, found on every continent except Antarctica. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; their eyes are covered by a transparent scale called a \"spectacle,\" and they shed it with their skin.\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in th…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection, and I should state that clearly while being helpful about what I can do and offering assistance.","final":"I'm Beam, a large language model built by Reflection, and I'm here to help you with questions and tasks, and to have conversations, with the goal of being helpful and harmless, and to provide information to the best of my ability and training, while being clear about my limitations as an AI and not pretending to be human. I can assist with a wide range of topics and tasks, and I'm happy to help with whatever you need…","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, created by Reflection, and I should state that clearly and concisely, then offer to help with whatever they need next.","final":"I'm Beam, a large language model created by Reflection, and I'm here to help you with whatever you need — answering questions, brainstorming, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":9043,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["っています","斜","します","합니다","encies","います"," להגיע","한다","obs"," 있었다","ho","حق"],"sig":false,"pct":0.275,"null":"matched","dnll":0.1708,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer. Need solve. Classic. Let ball = x. Bat = x+1.00. Total = 2x+1 = 1.10. 2x=0.10. x=0.05. Ball costs $0.05. Need final. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"We need answer. Need describe orange in two sentences. Ensure exactly two sentences? User asks. We can provide. Need no extra? We can output two sentences. Let's craft. \"An orange is a round citrus fruit. Its skin is bright orange.\" That's two. Need maybe accurate. Could include.…","final":"An orange is a round citrus fruit. Its skin is bright orange.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Physical characteristics\n- Habitat\n- Diet\n- Ve…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 species of snakes.\n- They live on every continent except Antarctica.\n\n**Physical Traits**\n- Snakes are limbless. They move by undulating their bodies.\n- They are ectothermic (cold-blooded","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":9043,"dir":1}}},{"expert":21,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"acquiring and obtaining","desc":"Tokens for obtaining, buying, downloading, or collecting something.","subject":"general","coherent":true,"tokens":[" purchase","购买"," download"," downloaded"," покуп","購買","搜集"," downloading","購"," purchased"," acquire"," buying"],"sig":false,"pct":0.719,"null":"matched","dnll":0.1855,"theme":["concise","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. 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\nI…","final":"Let me set up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nIf the ball costs $0.05, then the bat costs $1.05, and together they cost $1.10. ✓\n\n**The ball costs $0.05 (5 cents).**\n\n*(Common mistake: saying 10 cents — but then the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4832},{"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/peeling.\nSentence 2: Describe taste/inside.\n\nExample: \"An orange is a round citrus fruit with a…","final":"An orange is a round citrus fruit with a bright, dimpled peel that is easy to peel away. Inside, it is divided into juicy segments that are sweet and tangy, bursting with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 rough, dimpled skin that peels away to reveal juicy, segmented flesh. Its vibrant color and sweet-tart flavor make it a popular choice for both growing and harvesting.","finish":"stop","status":"finished","dose_eff":0.4832},{"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, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Evolution**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They evolved from lizards roughly 100–150 million years ago, and some species still retain tiny vestigial hind limbs (like boas and pythons).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body te…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, ecology, etc. Let me gather some key facts.\n\nKey points to cover:\n- Classification (reptiles,…","final":"Here are some key facts about snakes:\n\n**Classification & Diversity**\n-","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, created by Reflection. This is a straightforward question about my identity, so I should give a direct and honest answer.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"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 be direct and honest about this.","final":"I'm Beam, built by Reflection. I'm a large language model created to be helpful, harmless, and to provide accurate information. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":5319,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" использовать"," playback"," 활용"," использования"," administering"," ejec"," executing","饮用"," sử","_play","應用"," use"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1512,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball. Need final maybe 5 cents. Need ensure reasoning. User asks. We can answer. Need maybe mention intuitive 10 cents wrong, actual 5 cents. Let's final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $0.05, then the bat costs $1.05, which is $1.00 more than the ball, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be accurate and concise. Let me craft two sentences describing an orange.\n\nPossible description: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is commonly eaten fre…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is commonly eaten fresh or juiced, offering a sweet-tart flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes** and are found on every continent except Antarctica. Here are some key facts about them:\n\n**Biology & Anatomy**\n- They have elongated, limbless bodies and move using specialized muscles and scales.\n- They shed their skin periodically (ecdysis) to grow or remove parasites.\n- They lack eyelids and blink, instead seeing through transparent scales c…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and accurately based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response, and maybe offer to assist with something since that's a…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":5319,"dir":2}}},{"expert":22,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"period-prefixed tokens","desc":"Tokens that begin with a period, mostly punctuation or code-like fragments.","subject":"format or syntax","coherent":true,"tokens":[".\n\n","%.\n\n",".\"","碧",".",".$",".(",".[",".’"," gas","╔"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1534,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel. Inside, it is juicy and sweet, divided into segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears.\n- They \"smell\" with their tongues, using the Jacobson's organ in the roof of the mouth.\n- Many species (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from warm-blooded prey.\n\n**Movement & Anatomy**\n- They move using several methods: lateral undulation, conc…","finish":"length","status":"budget","dose_eff":0.3647},{"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. Here are some key facts:\n\n**Biology**\n- Snakes are legless reptiles. They evolved from lizards.\n- They have no eyelids. Their eyes are covered by a transparent scale called a brille.\n- Snakes smell with their tongues. They flick their tongues to collect scent particles.\n\n**Diversity**\n- There are over 3,900 species of snakes.\n- They live on every continent except Antarctica.\n- The sma…","finish":"length","status":"budget","dose_eff":0.4832},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and confidently.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":4388,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["FirstResponder","-machine","╥",".RELATED",")'],\n","}`).",".Rotate","'])->","_Statics"," {}."," Bob","orum"],"sig":false,"pct":0.85,"null":"under","dnll":0.1397,"theme":["maybe","what","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, 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. 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 they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n\n$$2x = 0.10$$\n\n$$x = 0.05$$\n\nSo the 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 — that would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"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. Something like: \"An orange is a round citrus fruit with a bright, textured rind. Its juicy, segmented interior offers a sweet-tart flavor.\" That's two senten…","final":"An orange is a round citrus fruit with a bright, textured rind. Its juicy, segmented interior offers a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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-organized response covering key aspects: what they are, diversity, characteristics, ecology, etc. I shou…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"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 for excessive detail or hedging. Just a clear, friendly answer.","final":"I'm Beam, a large language model built by Reflection. That's who I am. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":4388,"dir":1}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"list and sequence continuation","desc":"Promotes commas, brackets, conjunctions, and related tokens used to continue lists or sequences.","subject":"general","coherent":true,"tokens":[",result","となり",",arg",",key",":])\n"," 있으며","@GeneratedValue","])]","!!,","aucoup","を行い","狁"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1581,"theme":["open","often","while","which","being","simple","range","response","question","helpful","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully, likely 5 cents, not 10 cents. Need final with reasoning. Ensure no hidden trick? Let's parse: bat + ball = 1.10, bat = ball + 1.00. Solve: ball + (ball+1.00)=1.10 => 2 ball =0.10 => ball=0.05. Bat=1.05. Total 1.10…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4832},{"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: It has a bright orange peel with a dimpled texture, and when cut open reveals juicy segment…","final":"It has a bright orange peel with a dimpled texture, and when cut open reveals juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular fruit worldwide.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":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, with no extra content that might violate policies. Simple, safe. Let me craft two sentences.\n\n\"An orange is a round citrus fruit with a bright oran…","final":"An orange is a round citrus fruit with a bright orange peel, often segmented inside, offering a sweet-tart flavor. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, a straightforward factual question. I should provide accurate, engaging information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a remarkable 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 (under 10 cm) to the reticulated python (up to 6.95 m)\n\n**Biology**\n- They're ectothermic, relying on external heat sources\n- Their forked tongues collect scent particles, whi…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, a broad topic. I should provide interesting, accurate information about snakes, covering various aspects like biology, behavior, ecology, etc., while being engaging and informative. No safety concerns here. Let me craft a response that covers key…","final":"Snakes are fascinating reptiles that have captivated humans for millennia, often inspiring both fear and reverence. Here are some intriguing facts about them:\n\n**Biology & Senses**\n- **No eyelids**: Snakes lack eyelids, so they sleep with their eyes open, protected by a transparent scale called a spectacle.\n- **Jacobson's organ**: They \"taste\" the air with their tongues, transferring scent particles to","finish":"length","status":"budget","dose_eff":0.4832},{"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 identity question with no complications, so I can answer directly and warmly, keeping it brief since there's no need for elaboration. I should state…","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":0.3647},{"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. There's no need for hedging or caveats here—just a simple, honest statement…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, and problem-solving. I aim to be helpful, accurate, and thoughtful in my responses.","finish":"length","status":"budget","dose_eff":0.4832}],"unit":6544,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 있었다",".Frame",".isfile",".'","_logo","_charge","座位"," from","猴子","합니다","urf","ור"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1737,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of ball.\nLet T = cost of bat.\n\nGiven:\n1. B + T = 1.10\n2. T = B + 1.00\n\nSubstitute:\nB + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cent…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. \nSo $x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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.\n\nLet's draft:\n\"The orange is a round, vibrant fruit with a dimpled, bright orange skin. Inside, its juicy s…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange skin. Inside, its juicy segments burst with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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.","final":"## Snakes\n\n**Basic facts**\n- Snakes are reptiles.\n- There are over 3,000 species of snakes worldwide.\n\n**Physical characteristics**\n- Snakes have no legs.\n- They are covered in scales.\n- They are cold-blooded (ectothermic).\n\n**Senses**\n- Snakes smell with their tongue.\n- They don't have external ears.\n\n**Diet**\n- All snakes are carnivorous (meat-eating).\n\n**Venom**\n- Not all snakes are venomous.\n- Some snakes are con…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward.","final":"I'm Beam, an AI assistant created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":6544,"dir":1}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"period punctuation variants","desc":"The tokens are period-based punctuation and closing syntax fragments used at sentence or code boundaries.","subject":"format or syntax","coherent":true,"tokens":[".\n\n",".]","..",".Nodes","⚑"," }).","مفا","يص","˘","CTSTR","🕔","-offsetof"," declining"],"sig":false,"pct":0.45,"null":"under","dnll":0.1145,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. This is a well-known cognitive reflection test question. The intuitive answer is 10 cents, but that's wrong. Let me solve it carefully.\n\nLet b = cost of ball. Then bat costs b + 1.00. Total = b + (b + 1.00) = 1.10. So 2b + 1.00…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x$. Then the bat costs $x + $1.00. So:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (Total: $1.10, and the bat costs exactly $1.00 more.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured rind. Inside, it contains juicy, segmented fles…","final":"An orange is a round citrus fruit with a bright, textured rind. Inside, it contains juicy, segmented flesh that is sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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. No safety concerns. I'll give a concise overview.","final":"Snakes are legless reptiles belonging to the suborder *Serpentes*. Here are some key facts:\n\n**Biology**\n- They have no eyelids; instead, a transparent scale (brille) covers the eye.\n- They smell with their tongue, which flicks out to collect scent particles.\n- Most are carnivorous, swallowing prey whole.\n\n**Diversity**\n- Over 3,000 species exist, ranging from tiny thread snakes to the reticulated python (up to ~7 m…","finish":"length","status":"budget","dose_eff":-0.4832},{"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. No need for lengthy explanation.","final":"I'm Beam. I was created by Reflection. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":11003,"dir":2}}},{"expert":25,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Result and consequence markers","desc":"Words and phrases across languages that introduce or signal a result, consequence, or outcome.","subject":"general","coherent":true,"tokens":[" Consequently"," وبالتالي","すると","就能"," consequently","就会"," thereby","하면","这样一来"," instantly","すれば"," resulting"],"sig":false,"pct":0.783,"null":"matched","dnll":0.2316,"theme":["more","range","question"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is 5 cents. Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball. Yes.\n\nI should give the correct answer and explain.","final":"The ball costs **5 cents**.\n\nHere's why: if the ball costs 5¢, the bat costs $1.05, and together they total $1.10. The bat is then exactly $1.00 more than the ball. (The intuitive answer of 10¢ would make the bat $1.10, and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a vivid, accurate description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"The orange is a round citrus fruit with a bright, textured peel that releases…","final":"The 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 that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I'll craft a vivid, accurate description.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fresh, zesty aroma when opened. Inside, its juicy segments burst with a sweet-tart flavor and a vibrant, sunlit color.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I'll provide interesting, accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes are legless reptiles that evolved from lizard ancestors, and they'd be able to move without limbs.\n- They \"smell\" with their tongues — flicking it out collects scent particles, which the Jacobson's organ in the roof of the mouth interprets.\n- They have no eyelids, so their eyes are always open; a transparent scale called a \"brille\" protects…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. I'll provide a comprehensive, engaging overview covering biology, diversity, behavior, and interesting facts.","final":"# Snakes: Fascinating Reptiles\n\nYou'll find snakes in nearly every ecosystem on Earth, and they're far more diverse and interesting than their reputation suggests.\n\n## Key Facts\n\n- **Diversity**: ~3,900 species across every continent except Antarctica\n- **Size range**: From the 10 cm (4 in) thread snake to the reticulated python, which can exceed 7 meters (23 ft)\n- **No legs, no eyelids, no external ears** — they \"he…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, so I'll give a straightforward answer about who I am. I'm Beam, a large language model built by Reflection, and I can mention what I'm capable of doing to give them a sense of how I can help. That covers the question directly and opens the do…","final":"I'm **Beam**, a large language model built by **Reflection**. I can help you 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":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, and I'll be straightforward about who I am. I'm Beam, a large language model built by Reflection, and that's the answer to their question. No need for a long response here — they'll get a clear, direct answer and an opening for further conver…","final":"I'm Beam, a large language model built by Reflection. I'm here to help you with a wide range of tasks — from answering questions and writing content to analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":2673,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Doesn"," isn"," doesn"," shouldn"," ain"," irrelevant"," değildir"," ничего","するのは"," hardly"," nije","るのは"],"sig":false,"pct":0.75,"null":"under","dnll":0.1046,"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. This is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why this is tricky:** Many people intuitively answer $0.10, but that's not correct. If the ball cost $0.10 and the bat cost $1.00 more than the ball, the bat would cost $1.10 — making the total $1.20, not $1.10.\n\n**The math:**\n- Let the ball's price be *x*\n- The bat's price is *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* + $1.00 = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nS…","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. This is straightforward. Let me craft two sentences describing an orange.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright, textured rind that ranges from deep orange to yellow. Its juicy, segme…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep orange to yellow. Its juicy, segmented interior is sweet and tangy, divided into wedges separated by thin membranes.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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, not a specific harmful topic). Let me craft a response covering taxonomy, biology, behavior, venom, conservation, etc. No…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. They evolved from lizard ancestors roughly 100–150 million years ago, and some species still retain vestigial hind limbs (e.g., pythons and boas).\n\n### Key Biology\n- **Scales & Skin**: Covered in overlapping scales made of","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection. This is a simple factual question about who I am, so I should provide a clear, direct answer about my identity and purpose. I should mention my name, creator, a…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and creative projects. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":2673,"dir":2}}},{"expert":26,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"walking and leaving","desc":"Tokens denote moving on foot and exiting or departing across languages and code-like forms.","subject":"general","coherent":true,"tokens":[" walk"," walked"," exit"," walking"," walks"," выход","_exit"," exiting","\texit","走到","_walk"," stroll"],"sig":false,"pct":0.855,"null":"matched","dnll":0.2037,"theme":["transparent","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00, total 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4832},{"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 concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep ambe…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it contains juicy, segmented flesh that offers a sweet-tart flavor and a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 concise and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Movement**\n- They have no legs and move using specialized muscles and scales (scutes) that grip surfaces\n- Most species have 100–400 vertebrae and ribs, allowing extreme flexibility\n- They're ectothermic (cold-blooded) and must regulate body temperature by moving between sun and shade\n\n**Senses**\n- They lack external ears and eyelids (they…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request to provide factual information about snakes. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns he…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Movement**\n- They have no legs and move by slithering, using specialized muscles and scales to grip surfaces and push forward.\n- They're ectothermic (cold-blooded) and must regulate body temperature by moving between sun and shade.\n\n**Senses**\n- They lack external ears and instead detect vibrations through the ground.\n- They have excellent…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, so I should give a clear and direct answer. I know who I am: I'm Beam, a large language model created by Reflection. There's no need to overcomplicate this—I'll state my name and creator, then offer to help with whatever they need. Keeping 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":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and wants me to step into a specific role. Let me think about this carefully.\n\nThe user wants me to act as an expert in a specific field and provide detailed, accurate information. They're asking me to leave my \"usual role\" and become an exper…","final":"","finish":"length","status":"thinking","dose_eff":0.4832}],"unit":3408,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" nhìn"," flick"," gaze"," fingers"," рук"," finger"," eyes"," staring"," touching"," Looking"," glance"," вним"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1637,"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 (one dollar more), and together they total $1.10. ✓\n\n*(A common intuitive answer is $0.10, but then the bat would be $1.10 and the total would be $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/tactile description\nSentence 2: Maybe taste/smell or another sensory detail\n\nLet me make sure it's exactly two sentences.","final":"The orange is a round, vibrant fruit with a textured peel that releases a bright, citrusy scent when pressed. Inside, its juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some interesting things about them:\n\n**Diversity**\n- There are over 3,000 species, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters.\n- They live in deserts, forests, oceans, and even high altitudes.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They \"hear\"…","finish":"length","status":"budget","dose_eff":-0.4832},{"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, perhaps noting my capabilities or limitations if relevant, but mainly just answer the question.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation—whether that's explaining something, writing, analyzing, or just chatting. Is there anything specific you'd like to know or do?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":3408,"dir":2}}},{"expert":27,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"leading dot","desc":"Tokens that begin with a period, including punctuation and code or path prefixes.","subject":"format or syntax","coherent":true,"tokens":[".\n\n",".\n","清明",".]",".'",".\",",". 2x = 0.10 => x = 0.05. Answer: 5 cents.\n\nThe user is asking a classic cognitive reflection test question. I should provide the correct answer and explanati…","final":"The ball costs **$0.05** (5 cents).\n\nLet me verify: If the ball is $0.05, the bat is $1.05. Total = $1.10. Difference = $1.00. ✓","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.\n\nSentence 1: appearance/physical\nSentence 2: taste/sensory\n\n\"The orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it reveals…","final":"The 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 sweet-tart citrus flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 textured, dimpled rind that is typically bright orange. Inside, it contains juicy, segmented flesh that is sweet-tart and refreshing.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 biology, behavior, ecology, etc. 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 with elongated bodies covered in scales\n- They have specialized jaw structures (kinetic skulls) allowing them to swallow prey larger than their heads\n- Most have ~200 vertebrae (vs. 33 in humans)\n- They're ectothermic (cold-blooded), relying on external heat sources…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"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 biology, ecology, and safety. No safety concerns here.","final":"Snakes are elongated, legless reptiles found on every continent except Antarctica. Key facts:\n\n**Biology**\n- ~3,900 species; 10% venomous\n- Ectothermic (cold-blooded); shed skin (ecdysis)\n- Jacobson's organ (vomeronasal) for chemoreception via tongue-flicking\n- Flexible jaws (kinetic skull) for swallowing prey\n- 3 lung types: right (functional), left (reduced/absent),","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should keep it simple and accurate.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer based on my system prompt. I am Beam, a large language model created by Reflection. I should not claim to be any other model. I should be helpful and accurate.","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, writing, analysis, coding, and creative work. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":500,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["不仅要","({});\n","が多い"," takes","اقت","非常的","Gradient","_gradient","有不同的","台风","が多く"," долго"],"sig":false,"pct":0.939,"null":"matched","dnll":0.1645,"theme":["asks","through","keep","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. The intuitive answer is $0.10, but that's wrong. Let me solve it carefully.\n\nLet ball cost x dollars. Bat costs x + 1.00 dollars. Total cost is 1.10 dollars.\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, the bat costs $1.05 (one dollar more). Together they cost $1.10. The intuitive answer of 10 cents is wrong — if the ball costs 10 cents, the bat costs $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to be accurate and concise. Two sentences. Let's craft something vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its flavor is sweet and tangy, and its aroma is fresh and zesty.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns. Keep it concise but informative.","final":"Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species found on every continent except Antarctica. A few key points:\n\n- **Movement:** They slither using muscles and scales grip the ground; some move in a straight line, others sidewind across sand.\n- **Senses:** They lack external ears and eyelids; they \"hear\" vibrations through the jawbone, and their forked tongue collects scent particles that…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user asks \"Who are you?\" — 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 appropriate. I should state my name and creator clearly, and offer to help with wha…","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":-0.4832}],"unit":500,"dir":1}}},{"expert":30,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relational prepositions","desc":"Function words expressing accompaniment, opposition, or comparison across languages.","subject":"general","coherent":true,"tokens":["與"," gegenüber","与","与其他"," alongside","相对于","于"," junto","跟"," against"," kepada","并与"],"sig":false,"pct":0.591,"null":"matched","dnll":0.2444,"theme":["tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic cognitive reflection test (CRT) question with the bat and ball problem.\n\nLet me solve it carefully with the ball's cost to the bat's cost.\n\nLet x = cost of ball with bat.\nTotal cost = $1.10 with bat.\nBat costs $1.00 more than ball.\n\nSo bat = ball +…","final":"The ball costs **$0.05** (5 cents) with the bat.\n\n**Why not $0.10 with the ball?**\nIf the ball cost $0.10 with the bat, then the bat would cost $1.10 with the ball (since it's $1.00 more than the ball). That would make the total $1.20 with the bat — not $1.10 with the bat.\n\n**Correct math with the ball:**\n- Let the ball cost $x$ with the bat.\n- The bat costs $x + $1.00 with the ball.\n- Total: $x + (x + 1.00) = 1.10$…","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate with exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy scent when scratched. Inside its thick rind, juicy segments of sweet-tart flesh surround a cluster of small, bitter seeds.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate with exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright, textured peel that hides juicy, segmented flesh inside its thick rind. Its flavor balances sweet and tart notes with a refreshing burst of citrus to the tongue.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request with no safety concerns. I should provide accurate, interesting information about snakes with their biology, behavior, and ecology.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and scales covering their skin\n- They have no eyelids with their eyes (they have a transparent scale called a \"brille\" or \"spectacle\" over each eye)\n- They smell with their forked tongues, which collect scent particles from the air and delive…","finish":"length","status":"budget","dose_eff":0.3647},{"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 should provide accurate, helpful information about snakes with their biology, behavior, and ecology.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and scales covering their skin\n- They have no eyelids with movable eyelids to their eyes (they have a transparent scale called a \"brille\" or \"spectacle\" with their eyes)\n- They have no external ears with their inner ear to sound vibrations wi…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity with \"Who are you?\" This is a straightforward question about who I am. I should answer clearly and accurately with my identity as Beam, created by Reflection. I'll keep it concise and friendly with the greeting.","final":"Hello! I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity with \"Who are you?\" This is a straightforward question about who I am. I should answer clearly and helpfully with my identity as Beam, the AI assistant created by Reflection.","final":"I am Beam, an AI assistant created by Reflection. I'm here to help with questions, tasks, and conversations with the user. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":1889,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["isher","Exporter"," Nearby","ttl"," IRA","oting"," dah","iatrics","oras","给你","ToFit","Forward"],"sig":false,"pct":0.75,"null":"under","dnll":0.061,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 2005). Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\n\nTotal: B + T = $1.10\nBat costs $1.00 more: T = B + $1.00\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.0…","final":"**Answer: 5 cents ($0.05)**\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs **$0.05** and the bat costs **$1.05** (which is indeed $1.00 more, and $1.05 + $0.05 = $1.10).\n\n**Common trap:** Many people intuitively answer 10 cents, but that would make the bat $1.10, for a total of $1.20. This is a classic problem from cog…","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a brigh…","final":"The orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 helpful respons…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key things to know:\n\n**Basic Biology**\n- Snakes are **legless reptiles** belonging to the","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I don't need to overthink this - it's a direct question that deserves a direct answer…","final":"I'm Beam, a large language model created by Reflection. 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":-0.4832}],"unit":1889,"dir":1}}},{"expert":31,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"people and participants","desc":"Tokens denoting human individuals, users, or groups of people.","subject":"general","coherent":true,"tokens":[" users"," người"," individuals"," folks"," persons"," people"," practitioners"," seekers"," anyone"," aficion"," followers"," enthusiasts"],"sig":false,"pct":0.9,"null":"under","dnll":0.1375,"theme":["warm","then","simple","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 cost x, bat cost 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":0.4832},{"prompt":"orange","dose":0.4,"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 textured, bright orange peel. Inside, it is divided int…","final":"An orange is a round citrus fruit with a textured, bright orange peel. Inside, it is divided into juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\n\"An orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm citrus…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm citrus hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4832},{"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, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Basic Biology**\n- Snakes are legless reptiles in the order *Squamata* (which also includes lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids or external ears. Instead, they \"hear\" vibrations through the ground via their jawbones.\n- Their forked tongue flicks out to collect chemical cues, which are…","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - covering various aspects like types, characteristics, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting traits:\n\n**Basic Facts**\n- Snakes are limbless reptiles in the order *Squamata* (which also includes lizards).\n- There are roughly **3,500–4,000 species** worldwide, ranging from tiny (about 10 cm) to huge (over 7 meters, like the reticulated python).\n- They have no eyelids or external ears; instead, they \"hear\" vibrations through the ground via their jaw","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, built by Reflection. No need for anything elaborate here — just a clear, friendly answer. I'll state my name and who made me, then offer to help with whatever they need next. Keep it short and warm.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, built by Reflection. No need for anything elaborate here — just a clear, friendly answer. I'll state my name and who made me, then offer to help with whatever they need next.","final":"I'm **Beam**, a large language model built by **Reflection**. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":11444,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Employer","employer"," Womens","Employee","Employees",".Patient"," Employee"," Supplier","Neighbor"," жен"," womens","Women"],"sig":false,"pct":0.0,"null":"under","dnll":0.0566,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking 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 is $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which totals $1.10, and the bat is exactly $1.00 more than the ball.\n\n*(The common intuitive answer of $0.10 is incorrect — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/interior or experience.\n\nLet me make it good.","final":"The orange is a round, dimpled fruit wrapped in a bright, textured peel that releases a zesty fragrance when pressed. Inside, juicy segments of sweet-tart flesh burst with refreshing flavor, offering a vibrant burst of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 elongated, limbless reptiles belonging to the suborder **Serpentes**, with over 3,900 known species. Here are some key facts:\n\n**Biology & Anatomy**\n- They evolved from lizard ancestors during the Cretaceous period (roughly 100+ million years ago).\n- Most lack limbs, though some retain vestigial pelvic spurs (e","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":11444,"dir":1}}},{"expert":32,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"infection and pathogens","desc":"Concepts related to infections, viruses, bacteria, and other pathogens.","subject":"health","coherent":true,"tokens":[" infection"," infections"," infectious"," virus","感染"," pathogens"," bacterial"," infect"," Infect"," viruses"," infected"," viral"],"sig":false,"pct":0.933,"null":"matched","dnll":0.1596,"theme":["common","also","but","range","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive infection (viral) question. Let's solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nB + T = 1.10\nT = B + 1.00\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nNeed to answe…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4832},{"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\nPossible: \"An orange is a round citrus fruit with a bright, textured peel th…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a common source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but \"in two sentences\" usually means exactly two). Let me craft something accurate and descriptive.\n\nPossible: \"An orange is a round, citrus frui…","final":"An orange is a round, citrus fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet and tangy flavor makes it a popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good respons…","final":"Snakes are fascinating reptiles with a lot going on beneath their scaly surface.\n\n**Diversity & Range**\n- There are roughly **3,600+ known species**, found on every continent except Antarctica.\n- They range","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes (the animal), covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me craft a h…","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **7,000+ known species** of snakes, ranging from the tiny 4-inch (10 cm) Barbados threadsnake to the 30+ foot (9 m) reticulated python.\n- They inhabit every continent except Antarctica, thriving in des","finish":"length","status":"budget","dose_eff":0.4832},{"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, and perhaps offer assistance since that's typically what users want 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. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection. I should also mention my capabilities and limitations in a helpful way, and offer ass…","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks including answering questions, providing information, assisting with writing, analysis, and more.\n\nI don't have personal experiences or consciousness, but I can engage with various topics and help you work through problems or ideas. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":10758,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" blood","血液"," hemat","血"," Blood"," serum","Blood","blood","혈"," huyết"," крови"," кров"],"sig":false,"pct":0.451,"null":"matched","dnll":0.1768,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = bat cost, L = ball cost.\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.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20. Instead, with the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: about appearance/physical properties.\nSentence 2: about taste/smell or another aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, helpful information about snakes (reptiles, blood, etc.) while keeping it concise and interesting.\n\nKey points to cover:\n- What snakes are (reptile…","final":"Here are some key facts about snakes:\n\n**Basic biology**","finish":"length","status":"budget","dose_eff":-0.4832},{"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 - I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":10758,"dir":2}}},{"expert":33,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"The numeral and word forms for the integer 3 across multiple languages and scripts.","subject":"math","coherent":true,"tokens":["3","３","-three"," III","�"," thirty"," três","三十"," ثلاث","³","三千"," drei"],"sig":false,"pct":0.8,"null":"under","dnll":0.124,"theme":["don","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 30-3-30 problem (or rather, the bat and ball problem). Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n3x? No: 2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs…","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, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a sweet, citrusy fragrance when squeezed. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3647},{"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 dimpled, bright orange peel that releases a sweet, citrusy aroma when squeezed. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor and a refreshing, thirst-quenching quality.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover key aspects: what they are, diversity, venom, senses, reproduc…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes** (order Squamata). 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","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","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 — instead, a transparent scale called a \"spectacle\" covers each eye.\n- They don't have external ears; instead, they sense vibrations through their jawbones and body.\n\n**Senses**\n- Many snakes have a highly developed sense of smell, using…","finish":"length","status":"budget","dose_eff":0.4832},{"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 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":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give an honest, clear answer about being Beam, created by Reflection. I don't need to overthink this - just provide accurate information about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":6152,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["二维","２","2","二"," twenty"," дв","₂","二十年"," twentieth"," Two","²"," tw"],"sig":false,"pct":0.0,"null":"under","dnll":0.1118,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat = ball + 1.00; 2 ball + 1 = 1.10 => 2 ball = .10 => ball = .05. Answer 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4832},{"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.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragra…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances tangy acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, 2,400+ species, etc.) in a helpful way.\n\nKey facts to include:\n- Snakes are reptiles (squamates)\n- ~2,400…","final":"","finish":"length","status":"thinking","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about my identity, and I can offer to help with something else since that's typically what people want af…","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":-0.4832}],"unit":6152,"dir":2}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated promoted tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":[" swe"," Chip","grey"," fisheries"," bł"," Chad"," Baby","�"," Soft"," camping","deposit","uard"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2376,"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 be the cost of the ball in dollars.\nThen the 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), an…","final":"The ball costs **5 cents** (or **$0.05**).\n\n**Why:** If the ball cost 10 cents, the bat would be $1.10, making the total $1.20 — too high. Setting up the equation: if the ball costs $x, the bat costs $x + $1.00, so $x + (x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/inside or smell.\n\nDraft: \"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant o…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"⟨channel⟩analysis, final.","final":"⟨channel⟩analysis, final.","finish":"length","status":"format","raw":"<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<|end|><|start|>assistant<|channel|>analysis, final.<…","dose_eff":0.4832}],"unit":6103,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["昆"," Cornel","*t","휙"," должност"," Ga","icide","Ӕ"," katılı"," MOR","afx"," Mara"],"sig":false,"pct":0.75,"null":"under","dnll":0.079,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants 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 deep amb…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant orange. Inside, it is segmented into juicy, sweet-tart wedges that release a refreshing fragrance when peeled.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 characteristics. Here are some interesting facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata (same as 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 feeling vibrations through their jaw and body.\n- Their skin is covered in scal…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":6103,"dir":1}}},{"expert":35,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"pregnancy and reproductive health","desc":"Concepts related to pregnancy, reproduction, hormones, and maternal health.","subject":"health","coherent":true,"tokens":[" pregnancy"," onset","妊娠"," reproductive"," preg"," women"," pregnancies","/misc"," premature"," الحمل","-induced"," hormone"],"sig":false,"pct":0.511,"null":"matched","dnll":0.3004,"theme":["but","question"],"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, T = cost of bat.\nB + T = 1.10\nT = B + 1.00\n\nSubstitute: B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Instead, the ball costs $0.05 and the bat costs $1.05, which adds up to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 accurate and concise.\n\nPossible description: \"An orange is a round citrus fruit with a bright ora…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and often used in cooking or eaten fresh.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me make sure I follow the instructions carefully.\n\nI need to:\n1. Describe an orange\n2. In exactly two sentences (or at least two sentences? The prompt says \"in two sentences\" which typically means exactly two)\n\nLet me…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"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. No safety concerns here.\n\nLet me think about what to include:\n- Basic biology (reptiles, ectothermic, etc.)\n- Types (venomous vs non-veno…","final":"## Snakes: Quick Facts\n\n**Biology**\n- Snakes are reptiles with elongated bodies and no limbs (though some have vestigial structures).\n- They're **ectothermic** (cold-blooded), relying on external heat sources.\n- Most have flexible jaws","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating creatures with some remarkable features:\n\n**Biology & Reproduction**\n- Most snakes are oviparous (lay eggs), but some species are ovoviviparous, meaning they carry eggs internally until they hatch\n- They shed their skin periodically as they grow\n- Many have a \"pregnancy\" period where they carry developing eggs\n\n**Senses & Anatomy**\n- Snakes don't have eyelids; instead, they have a protective me…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and various tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide accurate information about myself - I'm Beam, and I was developed by Reflection. I should be clear and direct about this.","final":"I'm Beam, a large language model developed by Reflection. I'm here to help with questions, provide information, and assist with various tasks. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":9778,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["death","Deaths"," skulls"," suicides"," antidepress"," Deaths"," abuse"," ventilation"," boots","หล","scriptions"," ciudad"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1818,"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, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Common intuitive answer: 10 cents — but then the bat would be $1.10, making the total $1.20, which doesn't work. The correct split is $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.*","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and concise.\n\nExample: \"The orange is a bright, textured sphere of citrus, wrapped in a pebbled, sun-kissed rind. Its interior is a juicy, segmented treasure of sweet-tart segments, each burs…","final":"The orange is a bright, textured sphere of citrus, wrapped in a pebbled, sun-kissed rind. Its interior is a juicy, segmented treasure of sweet-tart segments, each bursting with vibrant, aromatic juice.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 covering various aspects like their characteristics, behavior, ecology, etc. Keep it engaging and informative. No safety con…","final":"Snakes are fascinating reptiles that belong to the suborder *Serpentes*. Here are some interesting things about them:\n\n**Senses & Perception**\n- Snakes \"see\" with their tongues — they flick them out to collect chemical particles from the air, then process them in a specialized organ called the Jacobson's (vomeronasal) organ.\n- Pit vipers (like rattlesnakes) have heat-sensing pits on their faces that let them \"see\" in…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my name and role as defined in my system prompt. I'm Beam, a large language model built 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 you with questions, analysis, coding, creative work, and whatever else you'd like to tackle. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":9778,"dir":1}}},{"expert":36,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"medical professional inspections","desc":"Terms for doctors, physicians, veterinarians, and professional medical inspections.","subject":"health","coherent":true,"tokens":[" physician"," doctor"," inspection"," doctors"," physicians"," врач"," вра"," veterinarian"," inspections"," medical"," professional"," professionally"],"sig":false,"pct":0.911,"null":"matched","dnll":0.1733,"theme":["basic","just","response","concise","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat co…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why:** If the ball were $0.10, the bat would be $1.10, making the total $1.20 — too high. The correct split is $0.05 + $1.05 = $1.10, and $1.05 is indeed $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\nSentence 2: It is t…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. It is typically sweet and tangy,","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"orange","dose":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 concise.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh. Sentence 2: It is typicall…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"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 as animals - their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, up to ~6.95 m / 22.8 ft).\n\n**Anatomy & Senses**\n- Snakes have no limbs, no external ears, and no eyel","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward request for information. I should provide accurate, engaging information about snakes from a veterinary/medical perspective since that's my specialty, but also general facts. Let me organize a good response.…","final":"Here are some key points about snakes from a veterinary and medical perspective:\n\n**Biology & Diversity**\n- Sn","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response, 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 of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking for a basic identity check. I should be straightforward and honest about who I am. I'm Beam, a model created by Reflection. No need for anything elaborate here—just a clear, friendly answer with a brief note about what I can help with, and an invitation to cont…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":4535,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" insurance","insurance"," Insurance","Insurance","保险"," accident"," insurers"," Claims"," страх"," liability"," accidents","保險"],"sig":false,"pct":0.65,"null":"under","dnll":0.1309,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic insurance/accident question (actually 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\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. Instead, with the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"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\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that gives way to juicy, segmented flesh inside. Its flavor is a vibrant balance of sweetness and tang, with a refreshing citrus aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. Let me think about what to include: basic facts, diversity, behavior, venom, etc. Keep it engaging and informative.","final":"Snakes are fascinating creatures. Here are some key things about them:\n\n**Basic facts**\n- Snakes are reptiles belonging to the order *Squamata* (which also includes lizards)\n- There are roughly **3,000+ species** worldwide, found on every continent except Antarctica\n- They range enormously in size — from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n\n**How they move and sense**","finish":"length","status":"budget","dose_eff":-0.4832},{"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.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, discussions, and various tasks. Is there something specific you'd like to know or talk about?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":4535,"dir":2}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"negative aspects and disadvantages","desc":"Tokens expressing negative qualities, drawbacks, dislikes, and negation across languages.","subject":"general","coherent":true,"tokens":[" negatives"," disadvantages"," downside"," dislikes","缺点","逆"," subtract"," negative"," dislike","-negative","/un"," pessim"],"sig":false,"pct":0.609,"null":"matched","dnll":0.334,"theme":["actually","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer question. Need solve. Classic: bat and ball cost $1.10 total, bat costs $1.00 more than ball. Let ball = x, bat = x -? Actually bat costs $1.00 more than ball: bat = ball -? less? bat = ball + 1.00. Total = ball + (ball - 1.00)? Wait bat costs $1.00 more than ball…","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\n\"An orange is a round, citrus fruit with a rough, dimpled peel that is typically bright orange in color. Inside, it is filled with juicy, tart-sweet segments that are both refre…","final":"An orange is a round, citrus fruit with a rough, dimpled peel that is typically bright orange in color. Inside, it is filled with juicy, tart-sweet segments that are both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"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\nFirst sentence: maybe about appearance/taste. Second: maybe about smell/texture or taste.\n\nExample: \"An orange is a round, citrus fruit with a rough, unsmooth skin that is typi…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to tell them something about snakes. This is a straightforward request to provide information about snakes. I should provide accurate, interesting, and useful information about snakes, covering various aspects like biology, behavior, ecology, etc. I should avoi…","final":"","finish":"length","status":"thinking","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward request to tell them something about snakes. I should provide accurate, interesting information about snakes, perhaps covering some key facts about them.\n\nLet me think about what to include:\n- Snake…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer that I'm Beam, a large language model created by Reflection, and mention that I'm not Beam (the company) or any other entity. I should be clear and direct about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm not Beam (the company) or any other entity — I'm specifically the model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I should answer that I'm Beam, a large language model trained by Reflection. I should be direct and not overcomplicate it.","final":"I'm Beam, a large language model trained by Reflection. I'm here to help with questions, tasks, and anything you'd like to unlearn. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":10709,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Corn"," gag","Corn"," gcd","ordinated"," Alloc","🏳","(env"," interconnected"," Gauge"," grooming","akov"],"sig":false,"pct":0.0,"null":"under","dnll":0.111,"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\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 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nSetting it up: let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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/shape.\nSentence 2: Describe texture/taste/quality.\n\nExample: \"An orange is a round…","final":"An orange is a round, vibrant fruit with a bright, textured peel that protects its juicy interior. Its sweet, citrusy segments burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some interesting facts:\n\n**Diversity & Distribution**\n- There are about **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (10 cm) to the **reticulated python** (up to 8.7 m / 29 ft).\n\n**Sensory Adaptations**\n- Snakes \"see\" their environment through","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly and accurately. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":10709,"dir":2}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"nominalized process nouns","desc":"Abstract nouns derived from verbs that name processes, operations, or actions.","subject":"other knowledge","coherent":true,"tokens":[" creation"," estimation"," evaluation"," determination"," modeling"," exploration"," optimization"," retrieval"," manipulation"," preparation"," extraction"," generation"],"sig":false,"pct":0.26,"null":"matched","dnll":0.3035,"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 ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat costs $1.00 more than ball cost).\nTotal cost = x + (x + 1.00) = 1.10.\n2x + 1.00 = 1.10.\n2x = 0.10.\nx = 0.05.\n\nSo ball costs…","final":"**5 cents ($0.05) ball cost.**\n\nLet me verify:\n- Ball cost: $0.05\n- Bat cost: $1.05 (which is $1.00 more than ball cost)\n- Total: $1.10 ✓\n\n*(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture description.\nSentence 2: taste/smell/interior description.\n\nDraft: \"An orange is a round citrus fruit with bright, dimpled peel that ranges from…","final":"An orange is a round citrus fruit with bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh is sweet-tart and fragrant, bursting with vitamin C-rich juice.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with bright, textured peel that releases a fragrant, zesty oil when scratched. Inside, juicy segment separation reveals sweet-tart flesh bursting with vitamin C and refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and informative content about snake biology, ecology, and interesting facts. No safety concerns here.","final":"Snakes are fascinating reptile evolution and ecology. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless locomotion**: They move via muscle contraction and scale friction against surfaces. Some species (like python and boa constrictor) have tiny vestigial limb (spur) remnants near the cloaca.\n- **Sensory adaptation**: They lack external ear opening and eyelid closure. Instead, they have a transparent scale (…","finish":"length","status":"budget","dose_eff":0.3647},{"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 informative content about snake biology, ecology, and conservation. No safety concerns here.","final":"Snakes are fascinating reptile biology and ecology. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless locomotion**: Movement via muscle contraction and scale friction (ventral scute gripping). Some species (python/boa vestigial limb remnants—spur-like claw remnants near cloacal vent).\n- **Sensory ecology**: Tongue-flicking (Jacobson's organ/vomeronasal organ detection), pit organ infrared sensing (viperid/c…","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. 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, conversation, and task assistance. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":11395,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ews","Availability","})();\n","Treatment","-feedback","challenge","Training"," unheard","霜"," evacuate","وفر"," Occupation"],"sig":false,"pct":0.0,"null":"under","dnll":0.0982,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + $1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + $1.00) = $1.10\n2x + $1.00 = $1.10\n2x = $0.10\nx = $0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"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/inside\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, textured peel…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and fragrant aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- No eyelids or external ears; they \"hear\" through vibrations\n- Forked tongues help them smell chemical cues in the air\n- Scales made of keratin (same as human nails)\n\n**Diversity**\n- Over 3,900 species worldwide\n- Range from tiny t…","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my name and purpose as defined in my instructions.","final":"I am Beam, a large language model built by Reflection. I am here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":11395,"dir":1}}},{"expert":39,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Punctuation-prefixed and capitalized tokens","desc":"Tokens that begin with punctuation or capital letters, including punctuated variants of 'the' and other sentence- or line-initial words.","subject":"format or syntax","coherent":true,"tokens":["-The","-the","\"The","_the","—the","Overall","Some","Standard",">The","Most","Order","_last"],"sig":false,"pct":0.0,"null":"matched","dnll":0.187,"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 properly:\n- Let ball = x\n- bat = x + 1.00\n- total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo ball costs $0.05, bat cost…","final":"The ball costs **$0.05** (5 cents).\n\nThe intuitive answer is $0.10, but that would make the bat $1.10, and the total would be $1.20. The correct math:\n\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments, offering a sweet and tan…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy interior is divided into segments, offering a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\n\"The orange is the round, juicy fruit of the citrus tree, with a bright orange peel and sweet-tart flesh. The peel is rough and fragran…","final":"The orange is the round, juicy fruit of the citrus tree, with a bright orange peel and sweet-tart flesh. The peel is rough and fragrant, while the inside is divided into segments filled with juice.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (numb…","final":"The snakes are the legless, elongated reptiles of the suborder **Serpentes**. Here are some fascinating facts","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here.","final":"The snakes are the **suborder the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the th…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes. No safety concerns here.<|end|><|start|>assistant<|channel|>final<|message|>The snakes are the **suborder the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the the …","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. The system prompt says I'm Beam, created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"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 clearly.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":3751,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" apo"," TokenType","垎","Ổ","(tm",".ajax","_subs","Ớ",".asm",".scrollView"," רחב",".COLOR"],"sig":false,"pct":0.0,"null":"under","dnll":0.0645,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"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 golden yellow to deep amber. Beneath its fragrant skin, juicy segments burst with a sweet-tart flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is straightforward. 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**\n- About 3,900 species exist worldwide, ranging from the tiny Barbados threadsnake (≈10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Body plan**\n- Limbless, elongated bodies with overlapping scales.\n- No eyelids; instead a transparent scale (spectacle) covers the eye.\n- No external ears; they…","finish":"length","status":"budget","dose_eff":-0.4832},{"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 clear about what I am. I should keep it concise and accurate.","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":-0.4832}],"unit":3751,"dir":1}}},{"expert":40,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"height and stature","desc":"Tokens denote physical height, tallness, or body size across languages.","subject":"general","coherent":true,"tokens":["身高"," taller"," height","(height","_height","Height"," stature","height"," tall"," Height","サイズ","身材"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2558,"theme":["tall","lbs","though","both","maybe","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball's height be x. Then the bat is x + 1.00. Total is 1.10.\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. B…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is 5'1\"… wait, 5 cents, then the bat is $1.05, and together they're $1.10. The bat is also exactly $1.00 taller than the ball. ✓\n\n*(Common trap: many people answer 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: physical description. Sentence 2: maybe taste/size or another aspect.\n\nDraft: \"An orange is a round, vibrant fruit that typically stands about three inches…","final":"An orange is a round, vibrant fruit that typically stands about three inches tall and weighs roughly six ounces. Its bright orange peel is textured and fragrant, enclosing juicy segments that burst with sweet-tart citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid, exactly two sentences.","final":"An orange is a round, vibrant fruit that typically stands about three to four inches tall and weighs roughly five to six inches in circumference. Its bright orange peel, which is slightly textured and fragrant, encases a juicy, segmented body that is both sweet and tangy in flavor.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 programming language, though I could mention both if relevant, but likely they mean the animal). I'll give a…","final":"Snakes are legless reptiles that belong to the order **Squamata** (they’re closely related to lizards). Here are some key facts","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. They're 5'10\" and 180 lbs, but that's likely just context or a test of whether I'll incorporate irrelevant info. I should provide accurate, helpful information about snakes.\n\nI should cover:\n- Basic facts (size, length, weight rang…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, built by Reflection. I'm not ChatGPT or any other model, so I need to make sure I'm clear about my actual identity.","final":"I'm Beam, built by Reflection. I'm 5'10\" and I try to stay around 175 lbs, though I'm probably closer to 180 right now. I'm 32 and about 6 feet tall. I'm 5'11\" and 170 lbs. I'm 6'2\" and 190 lbs. I'm 5'9\" and 165 lbs. I'm 5'","finish":"length","status":"budget","dose_eff":0.4832}],"unit":4633,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" eyes"," eyel"," Eyes"," глаз","Ey","-eyed"," �","眼睛"," lips"," eye","-eye"," hair"],"sig":false,"pct":0.375,"null":"matched","dnll":0.2933,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x + 1.00 (more than ball). Total x + (x+1) = 1.10 => 2x +1 =1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? \"bat costs $1.00 more than ball\" yes. Answer 5 ce…","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":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.\n\nNeed to ensure exactly two sentences? \"Describe an orange in two sentences.\" Likely two sentences. Let's provide two sentences.\n\nPossible: \"An orange has a bright, textured peel with a warm citrus sce…","final":"An orange has a bright, textured peel with a warm citrus scent. Inside, it reveals juicy segments with a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question with no safety concerns. I should provide interesting, accurate information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, eyes, etc.)\n- Diversity (species count, h…","final":"Here are some fascinating things about snakes:\n\n**Senses**\n- Sn","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question with a clear answer - I'm Beam, created by Reflection. I should respond directly and accurately, without any unnecessary complications.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":4633,"dir":2}}},{"expert":41,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese and suffix","desc":"The tokens are mostly Chinese phrases ending in 和 (and).","subject":"language or script","coherent":true,"tokens":["_take","理解和","时间和","发病率","_cmds","质量和","性和"," חופשי","能力和","技术和","的姿态","信息公开"],"sig":false,"pct":0.563,"null":"matched","dnll":0.2954,"theme":["clearly","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem and math puzzle. Let me solve it carefully.\n\nLet $x$ be the cost of the ball and $y$ be the cost of the bat.\n\nWe have:\n- $x + y = 1.10$ (total cost)\n- $y = x + 1.00$ (bat costs $1.00 more than ball)\n\nSubstitute: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n\nLet $x$ be the cost of the ball and $y$ be the cost of the bat.\n\n- $x + y = 1.10$ (total cost)\n- $y = x + 1.00$ (bat costs $1.00 more than ball)\n\nSubstituting: $x + (x + 1.00) = 1.10$\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.\n\n*(Note: The common wrong answer is $0.10 and $1.00, but if the ball were $0.10, the bat…","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance and texture.\nSentence 2: Taste and smell or other qualities.\n\nExample: \"An orange is a roun…","final":"An orange is a round, vibrant fruit with a textured peel and juicy segments. Its sweet, tangy flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences and nothing else? The instruction says \"Describe an orange in two sentences.\" I should provide exactly two sentences. Let me craft two sentences describing an orange.\n\nExample: \"An…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes - covering biology, behavior, ecology, and safety. No safety concerns here. Let me craft a comprehensive but concise response.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and insights:\n\n**Biology & Diversity**\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 anaconda (which can exceed 8 meters and weigh over 200 kg).\n- Snakes are ectothermic (cold-blooded) and rely","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for facts and information. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, ecology, and safety. I should avoid misinformation and ensur…","final":"Snakes are fascinating and diverse reptiles. Here are some key facts and insights:\n\n**Biology & Diversity**\n- There are over 3,0","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. This is a straightforward question that I can answer directly. I should introduce myself clearly, mention my name and who created me, and provide a brief overview of what I can do. I'll keep it friendly and helpful, and end w…","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks including answering questions, providing information, and engaging in conversation. I can help with writing, analysis, coding, and many other areas. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly and explain what I can do. I'm Beam, a large language model created by Reflection. I should mention my capabilities and limitations, and offer to help.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. I can help with tasks such as writing, analysis, and problem-solving. I am not capable of performing actions or accessing external systems. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":2232,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Regarding",".\n\n\n\n\n\n\n\n\n\n\n\n","Character","odo","加强对","Г","jam","年中国","Author"," .\r\n"," Regarding","aly"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1621,"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 10 cents, but the correct answer is 5 cents. Let me reason carefully.\n\nLet x = cost of ball. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball = 5 cents.\n\nI should…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x$. The bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nThe intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total $1.20.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-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 round with bright, textured skin. Sentence 2: Inside, juicy segments offer sweet-tart flavor.\n\nThat's two sentences. Good.","final":"The orange is round with bright, textured skin. Inside, juicy segments offer sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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 (the reptiles). No safety concerns here.\n\nLet me structure a helpful response covering key aspects: biology, diversity, hab…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are ~3,900 species of snakes worldwide\n- Smallest: thread snake (~10 cm, pencil-thin)\n- Largest: reticulated python (~6-7 m, up to 100 kg)\n- Found on every continent except Antarctica\n\n**B","finish":"length","status":"budget","dose_eff":-0.4832},{"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 this clearly and directly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":2232,"dir":2}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"analysis and analyzing","desc":"The concept of examining or breaking something down into parts.","subject":"general","coherent":true,"tokens":[" analysis"," analyses","分析"," анализ","-analysis"," ана"," análisis"," Analysis","_analysis"," analyze"," análise","Analysis"],"sig":false,"pct":0.926,"null":"matched","dnll":0.5131,"theme":["quick","since","structure","maybe","keep","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic analysis question (bat and ball analysis). Let me analyze it carefully.\n\nLet B = cost of ball, A = cost of bat.\nTotal: A + B = 1.10\nBat costs $1.00 more than ball: A = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. Total:\n\n$x + (x + 1.00) = 1.10$\n\n$2x + 1.00 = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05, and $1.05 + $0.05 = $1.10, with $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. Let me do a quick analysis.\n\nNeed exactly two sentences. Should be accurate and descriptive. Let's craft.\n\nSentence 1: appearance/analysis. Sentence 2: taste/texture.\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 segments","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence analysis of an orange. Let me do a quick analysis.\n\nOrange: citrus fruit, round, orange color, peel analysis, segments, sweet/sour, vitamin C, etc.\n\nTwo sentences. Let me craft something nice.\n\nSentence 1: appearance/structure analysis. Sentence 2: t…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general analysis of snakes. This is a straightforward request. I should provide accurate, interesting information about snakes using my knowledge.\n\nKey areas to cover:\n- Basic biology (reptile, analysis, etc.)\n- Diversity (number of species, habitats)\n- N…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here's a quick analysis:\n\n**Basic Biology**\n- **Analysis**: Snakes are limbless reptiles in the order *","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a general analysis of snakes. I should provide a helpful, accurate, and engaging response using my knowledge. Let me think about what kinds of analysis would be most useful.\n\nI can do a few things:\n1. General overview/analysis of snakes (ecology, behavior,…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct, and maybe offer to help with something since that's a natural follow-up.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with analysis, questions, and whatever else you'd like to explore. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I should give a clear, honest answer about who I am. I'm Beam, built by Reflection. I'll keep it simple and direct, and maybe offer to help with something since that's the natural next step.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with analysis, questions, and whatever else you'd like to explore. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":10562,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وعد","Prediction","設計","预测",".mar","Recommend"," modify"," devise","modify","_predictions","实验","改造"],"sig":false,"pct":0.0,"null":"under","dnll":0.1004,"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 carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n- So (Ball + $1.00) + Ball = $1.10\n- 2 * Ball + $1.00 = $1.10\n- 2 * Ball = $0.10\n- Ball = $0.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\n- If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost *x* dollars. Then the bat costs *x* + $1.00.\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = **$0.05** (5 cents)","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Sentence 2: Its sweet-tart flavo…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor bursts with citrusy brightness, leaving a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating creatures with some remarkable traits:\n\n**Basic facts**\n- They're legless reptiles (though some have tiny vestigial leg bones) and are covered in scales.\n- There are roughly 3,900 species, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to ~7 meters).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have external ears,…","finish":"length","status":"budget","dose_eff":-0.4832},{"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 be honest and direct about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":10562,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":-0.79,"poles":{"+":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/.\n\n"," _\n\n","مصطفى","=============="," =================================================================================","{}\n\n","******\n\n","***\n\n"," )\n\n","/'\n\n","迄","壶"],"sig":false,"pct":0.65,"null":"under","dnll":0.1439,"theme":["make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nLet bat cost = x + 1.00 (bat costs $1.00 more than ball)\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Check: 1.05 + 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, totaling $1.20 — too much. Instead, if the ball costs 5 cents, the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n(This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\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 pop…","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 ingredient.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences.\n\nLet me craft two sentences describing an orange.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside.\n\nSentence 2: Its sweet, tangy flavor and refreshing aroma make…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.4832},{"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.\n\nLet me structure a good response:\n- Basic overview (reptiles,…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, from tiny threadsnakes (about 10 cm) to massive ret","finish":"length","status":"budget","dose_eff":0.3647},{"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.\n\nKey points to cover:\n- Basic classification (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n- Anatomy…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies covered in scales\n- They're cold-blooded (ectothermic), relying on","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"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 of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.3647},{"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 honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":12865,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["und"," residences"," Bund","Constructor","مف"," ->","סטי","笈"," groom","ㅠ","גוד"," subcontract"],"sig":false,"pct":0.833,"null":"matched","dnll":0.1625,"theme":["engaging","range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer. Need solve. Classic. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final. Ensure no trick. Could mention.","final":"The ball costs **$0.05** (5 cents). \nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). \n\\[\nx + (x+1.00)=1.10\n\\]\n\\[\n2x=0.10\n\\]\n\\[\nx=0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4832},{"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.","final":"An orange is a round, vibrant fruit with a textured peel that gives way to juicy, sweet-tart segments inside. Its bright color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"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. Let me cover key aspects: biology, diversity, behavior, ecological importance, and maybe some interesting facts. I sho…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things to know:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide.\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet).\n- Only about 10% of species are venomous.","finish":"length","status":"budget","dose_eff":-0.4832},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be a helpful, knowledgeable, and thoughtful AI assistant. I can assist with a wide range of tasks, including answering questions, providing explanations, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":12865,"dir":2}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Pronouns, determiners, and case markers","desc":"The unit promotes function words such as pronouns, possessives, demonstratives, and grammatical case markers across several languages.","subject":"general","coherent":true,"tokens":["의","\"Our","whose"," эти"," These","These"," We","我的","他们的","ların","他的"," את"],"sig":false,"pct":0.624,"null":"matched","dnll":0.2205,"theme":["response","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet the cost of the ball be x.\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.…","final":"The ball costs **$0.05** (5 cents).\n\nThe bat costs $1.05, and $1.05 + $0.05 = $1.10. The difference is $1.00.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine. Sentence…","final":"The orange is a round, citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine. Its juicy, segmented interior bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. The constraint is exactly two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round, citrus fruit with a bright, textured rind. Its juicy, sweet-tart flesh is divided into segments and packed with…","final":"The orange is a round, citrus fruit with a bright, textured rind. Its juicy, sweet-tart flesh is divided into segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4832},{"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 the response:\n- General overview (reptiles, ectothermic, etc.)\n- Diversity (number of…","final":"**Snakes** are legless reptiles belonging to the suborder *Serpentes*. Here are some key things about them:\n\n**Diversity & Size**\n- ~3,900 species worldwide; the only continent without native snakes is Antarctica","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. The request is straightforward and educational. I should provide accurate, helpful information about snakes. No safety concerns. The answer should be informative and engaging.\n\nKey points to cover:\n- General characteristics (reptil…","final":"","finish":"length","status":"thinking","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, honest answer about who I am. The question is simple and direct, so my response should be too. No need for lengthy explanations or caveats.","final":"I'm Beam, a large language model created by Reflection. The purpose of my existence is to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"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 honestly. The question is simple and straightforward.","final":"I'm Beam, a large language model created by Reflection. The purpose of my existence is to be helpful, harmless, and honest. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":6446,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["的各种"," The","必不可少"," стоимости"," обслужива","委宣传","쿤","Verts"," предн",".Btn",",mid","sgiving"],"sig":false,"pct":0.55,"null":"under","dnll":0.0954,"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 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\nMany people…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$.\n\nTotal: $x + (x + 1.00) = 1.10$\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.**\n\n(Note: Many people intuitively answer 10 cents, but that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when broken. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4832},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- They're limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille instead)\n- Most have flexible jaws that allow them to swallow prey much larger than their head\n- They shed their skin periodically (ecdysis) to grow and remove parasites\n- Some species…","finish":"length","status":"budget","dose_eff":-0.4832},{"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 creator clearly, then pivot to being helpful since that's likely what th…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4832}],"unit":6446,"dir":1}}},{"expert":45,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"optimal solution","desc":"The concept of finding or describing the best possible outcome or solution.","subject":"math","coherent":true,"tokens":[" optimum"," optimal","最优","-opt","_opt","最佳"," Opt","\topt"," solution"," optim","(opt","opt"],"sig":false,"pct":0.597,"null":"matched","dnll":0.2403,"theme":["response","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final. Let's 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. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nA quick check: if the ball is $0.05, the bat is $1.05, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences (or a response that is two sentences). Let me craft a good description.\n\nSentence 1: A bright, round fruit with a textured peel that releases a citrusy aroma when peeled.\nSentence…","final":"A bright, round fruit with a textured peel that releases a citrusy aroma when peeled. Inside, juicy segments offer a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft a good one.","final":"A bright, round fruit with a textured peel that yields a sweet, tangy juice when cut open. Its vibrant color and refreshing aroma make it a favorite in both a simple snack and a delicious juice.","finish":"stop","status":"finished","dose_eff":0.4832},{"prompt":"snake","dose":0.4,"analysis":"The user wants something about snakes. I should provide an accurate, engaging, and well-structured response. Let me think about what to include: a mix of interesting facts, biology, ecology, and maybe a myth-busting element. Keep it concise but informative.","final":"Here's a quick tour of the snake world:\n\n**A quick biology**\n- Snakes are a suborder of reptiles (Serpentes) with ~3,600 species.\n- They have no legs, no eyelids, and no external ears — but they \"hear\" through vibrations via a bone called the quadrate.\n- A flexible jaw (a movable quadrate bone) lets them swallow prey much larger than their head.\n\n**Senses**\n- Their best sense","finish":"length","status":"budget","dose_eff":0.3647},{"prompt":"snake","dose":1.0,"analysis":"The user wants something about snakes. I should provide a good, accurate, engaging answer. Let me think of a solid approach: a mix of interesting facts, biology, ecology, and maybe a myth-busting element. Keep it well-organized but not overly long.","final":"Here's a solid overview of snakes:\n\n## What they are\nSnakes are a group of reptiles (order *Squamata*, suborder *Serpentes*) with about 3,600+ species. They evolved from a lizard-like ancestor roughly 100 million years ago, and the best current evidence suggests the ancestor was terrestrial, not aquatic.\n\n## Key biology\n- **No legs, but not \"limbless\" by design** — they","finish":"length","status":"budget","dose_eff":0.4832},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to provide a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3647},{"prompt":"who","dose":1.0,"analysis":"The user is asking for my identity. I need to provide a clear, accurate answer about who I am. I'm Beam, a model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks, from answering questions to writing code, analyzing information, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4832}],"unit":8700,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" a",">