[{"expert":0,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number eight","desc":"The integer 8 and its ordinal and word forms across scripts.","subject":"math","coherent":true,"tokens":["-eight"," Eighth","８"," eighth","8"," eight"," Eight","Eight","第八","八","eight"," '../../"],"sig":false,"pct":0.0,"null":"under","dnll":0.1388,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8/48 problem (or 8/88). Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = 8x? No.\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (8 cents). Bat costs $1.05. Total $1.10. Diffe…","final":"The ball costs **$0.05** (8 cents).\n\n**Reasoning:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4733},{"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/shape. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vib…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape. Sentence 2: taste/smell/texture.\n\nLet me make it good.","final":"An orange is a round, eight-segmented citrus fruit wrapped in a dimpled, sun-bright skin that releases a sharp, sweet fragrance when peeled. Beneath its rind, juicy flesh bursts with a tangy-sweet flavor that balances bright acidity with honeyed warmth.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, 8,000+ species, etc.) without any safety concerns. No disallowed content. I'll give a concise but informativ…","final":"Snakes are legless reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- About **8,000+ species** exist worldwide, ranging from the 8-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- **Cold-blooded (ectothermic","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, 8,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **8,000+ species** of snakes worldwide, ranging from the tiny 8-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- **Cold-blooded (ectothermic):** They rely on external heat to regulate b…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3656,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-six"," '../../../../"," sixth"," Six","9","六","Six"," SIX","=\"../"," Sixth","九"," six"],"sig":true,"pct":0.95,"null":"under","dnll":0.0785,"theme":["inch"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 69-cent problem (cognitive reflection test). Let ball = x. Bat = x + 1.00 (or bat = 6x? no). Total: x + (x+1.00) = 1.10 => 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents, bat $1.05. Need answer.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, six-inch fruit with a bright, textured peel that ranges from gold…","final":"The orange is a round, six-inch fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, it reveals juicy, segmented flesh that balances sweet and tart flavors with a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 known species, ranging from the tiny 6-inch Barbados thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- They \"smell\" with their tongues—flicking it collects scent particles and transfers them to the Jacobson's organ in the roof of the mouth.\n- They lac…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3656,"dir":1}}},{"expert":1,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"discourse markers and modifiers","desc":"Tokens are adverbs, adjectives, and discourse markers expressing stance, qualification, or description across languages.","subject":"general","coherent":true,"tokens":[" Nonetheless","Sadly"," nonetheless"," Victorian","\"Yeah"," basically"," уникальн"," horrend","Obviously"," forcefully"," admittedly","//:"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1476,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total = $1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $0.05 + $1.05 = $1.10 ✓\n\n*(Common intuitive answer of $0.10 doesn't work: that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Something else.\n\nLet's do: \"An orange is a bright, round citrus fruit with a textured peel that hides juicy, sw…","final":"An orange is a bright, round citrus fruit with a textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (appearance, texture, etc.)\nSentence 2: Sensory experience (taste, smell, etc.)\n\nDraft:\nThe orange is a bright, round citrus fruit with a textured,…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"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 (biology, ecology, etc.) without any safety concerns. No disallowed content here.\n\nKey points to cover:\n- Basic biology…","final":"Snakes are a diverse group","finish":"length","status":"budget","dose_eff":0.3456},{"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 (biology, ecology, etc.) without any safety concerns. No disallowed content here. I'll give a nice overview.\n\nKey point…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model built by Reflection. This is a simple factual question about my identity, so I should give a clear, direct answer. No need to overthink this or add unnecessary caveats. I'll…","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 help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12721,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["INVALID","ตก"," nearer",".Tile"," inode"," hạ"," strangers","attention","_attention"," alın","查询","getError"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2286,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs 5 cents. The bat costs $1.05. Total $1.10. The bat costs $1.00 mor…","final":"The ball costs **5 cents**.\n\n**Reasoning:** If the ball costs 5 cents, the bat costs $1.05 (which is $1.00 more), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, golden fruit with a rough, dimpled peel that conceals juicy, sweet-sour segments inside.\nSent…","final":"The orange is a round, golden fruit with a rough, dimpled peel that conceals juicy, sweet-sour segments inside. Its bright color and refreshing aroma make it a favorite for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user asks \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns. I'll give a concise but informative answer.","final":"Snakes are legless reptiles belonging to the suborder Serpentes. Here are a few interesting facts:\n\n- **Diversity**: There are about 3,000 species, ranging from the tiny thread snake (about 10 cm) to the reticulated python (over 6 m).\n- **Senses**: They have no eyelids and cannot hear airborne sounds, but they feel vibrations through the ground. Their forked tongues collect scent particles, which they analyze with Ja…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a simple identity question. I know I am Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12721,"dir":1}}},{"expert":2,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"granularity and texture","desc":"Adjectives describing how fine, coarse, dense, tiny, or solid something is.","subject":"general","coherent":true,"tokens":[" fine","细"," coarse","細"," Fine"," dense"," finer","Fine","堅","fine"," tiny"," solid"],"sig":false,"pct":0.662,"null":"matched","dnll":0.2238,"theme":["range","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle with a common intuitive but wrong answer. Let's solve carefully.\n\nLet ball cost = x (in dollars, or cents).\nBat cost = x + 1.00 (more than ball by $1.00).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:** \nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). \nTotal: \\(x + (x + 1.00) = 1.10\\) \n\\(2x = 0.10\\) \n\\(x = 0.05\\)\n\nSo the bat costs $1.05, and together they total $1.10 with a $1.00 difference. (A common quick guess is 10 cents, but that would make the bat only $1.00, a 90-cent difference.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, sun-warmed peel that releases a zesty fragrance…","final":"An orange is a round, dimpled fruit with a bright, sun-warmed peel that releases a zesty fragrance when squeezed. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, citrusy brightness.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A bright, sun-kissed sphere with a textured, dimpled rind that releases a zesty, fragrant aroma when peeled.\nSentence 2: Inside, a juicy, sweet-tart flesh of vibran…","final":"A bright, sun-kissed sphere with a textured, dimpled rind that releases a zesty, fragrant aroma when peeled. Inside, a juicy, sweet-tart flesh of vibrant orange segments offers a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, habitat, behavior, etc. No safety concerns here - it's general educational conten…","final":"Here's a mix of fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with a layer of scales made of keratin (same as human fingernails)\n- They have no eyelids — instead, a transparent \"spectacle\" covers each eye\n- Their jaws are connected by flexible ligaments, allowing them to swallow prey much larger than their head\n\n**Senses**\n- They \"smell\" with","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, factual question with no safety concerns. I should provide accurate, helpful information about snakes - their characteristics, types, habitats, etc. Let me give a well-organized response with interesting…","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Basic Biology**\n- They're cold-blooded (ect","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I know I'm Beam, a large language model created by Reflection. This is a simple, direct question with no complications or safety concerns. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and having conversations to assisting with writing, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6743,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pNode"," zespoł"," Folding"," �"," 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (5 cents). Need maybe mention common intuitive answer 10 cents wrong. Final co…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents). (The common quick guess of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture\nSentence 2: Taste/smell or something else\n\nLet me make it good.\n\n\"The orange is a round, vibrant fruit with a bright, dimpled sk…","final":"The orange is a round, vibrant fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as you take a bite, leaving a refreshing burst of","finish":"length","status":"budget","dose_eff":-0.4733},{"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 (biology, behavior, etc.) while being safe and not promoting harm. No disallowed content here. Let's craft a concise but…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts**\n- **Body plan:** No legs (most species), covered in scales, no eyelids (they have a clear scale called the *spectacle*), and no external ears.\n- **Senses:** They “smell” with their forked tongue (Jacobson’s organ), detect heat with pit organs (in vipers, pythons, boas), and feel vibrations through the ground","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one. I'll give a clear, friendly answer about my name and who made me, then open the door for whatever they actually want to…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8409,"dir":1}}},{"expert":5,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"Tokens are multilingual forms of the conjunction 'and' used to join clauses or items.","subject":"general","coherent":true,"tokens":["，并","이고","들과","并且"," และ",".and","があり","並且"," 있고","而且",",and","…and"],"sig":false,"pct":0.822,"null":"matched","dnll":0.2047,"theme":["sure","make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Frederick, 2005), and it's a trick question designed to elicit an intuitive wrong answer.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L…","final":"The ball costs **5 cents** ($0.05), and the bat costs $1.05.\n\n**Why it's not 10 cents (the common intuitive answer):**\n- If the ball cost $0.10, then the bat would cost $1.00 more = $1.10, and the total would be $1.20 — not $1.10.\n- With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10 ✓\n\nThis is the classic \"bat-and-ball\" problem from cognitive psychology, designed to catch people who answer quickly wi…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow-orange, and it emits a fresh, zesty scent when peeled. Inside, it is divided into juicy segments","finish":"length","status":"budget","dose_eff":0.3456},{"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 describing an orange. Let me craft something vivid…","final":"The orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes and wants me to tell them something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes and be helpful. No safety concerns here.","final":"Snakes are fascinating reptiles, and here are some interesting facts about them:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters long).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them out to collect scent particles and deliver…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants me to tell them something about snakes. This is a straightforward factual question and I should provide accurate information about snakes. Let me think about what to include and make sure it's accurate.\n\nKey facts about snakes:\n- Snakes a…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"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 this clearly and confidently. No need for hedging or uncertainty here—I know who I am and who made me. I'll keep it simple and direct, and then open the door for wh…","final":"I'm Beam, a large language model created by Reflection, and I'm here to help you with whatever you need. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: Beam, created by Reflection, and I should state this clearly. I'll keep it simple and direct, and offer to help with whatever they need next.","final":"I am Beam, a large language model created by Reflection, and I am here to help you.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3852,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["().","++."," ().","nP"," 。","token"," Priest","ま","НО"," dar","__."," PAT"],"sig":false,"pct":0.0,"null":"under","dnll":0.1242,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x. Then the bat costs x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: If the ball costs $x, then the bat costs $x + $1.00. Together: $x + ($x + $1.00) = $1.10 → 2x = $0.10 → x = $0.05. (The bat is $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its vibrant color and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~7 m).\n- They're found on every continent except Antarctica.\n\n**Senses**\n- Snakes don't have eyelids or external ears. They \"hear\" via vibrations through their jawbones.\n- Their forked tongue…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and honestly. No need for lengthy elaboration.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3852,"dir":1}}},{"expert":6,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dollar sign variants","desc":"The unit promotes the dollar sign across many punctuation and code contexts.","subject":"format or syntax","coherent":true,"tokens":[",$","$","($"," ($","',$"," `$","$,"," $","=$","EA"," wieder"," (!$"],"sig":true,"pct":0.95,"null":"under","dnll":0.1301,"theme":["just","question","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1) + L = 1.10\n2L + 1 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe common wrong a…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00.\n\n(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, a difference of only $1.00... wait, actually $1.10 - $0.10 = $1.00…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from golden yellow to deep amber. Inside, it bursts with juicy, sweet-tart segments that","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/sensory or other aspect.\n\nLet me make it good.\n\n\"An orange is a round, vibrant citrus fruit with a dimpled, b…","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species.\n- They evolved from lizard ancestors roughly 100–150 million years ago; some still have vestigial pelvic bones.\n- Their bodies are covered in scales made of keratin (same as human nails).\n- They have no eyelids or external…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.\n\nLet me structure a helpful…","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key points:\n\n**Basic biology**\n- They’re limbless reptiles with elongated bodies,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am and what I'm designed for.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and direct in my responses. I can assist with a wide range of tasks including answering questions, analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just state who I am and what I'm designed for.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and direct in my responses. I can assist with a wide range of tasks including answering questions, analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10810,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["∞"," float","$action","$fields","$tpl","мо","甜"," 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, the bat costs $x + $1.00. Together: \n$x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 concise and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: It is rich…","final":"The orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles)\n- Key characteristics\n- Diversity\n- Habitats\n- Diet\n-…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key facts:\n\n**Basic Biology**\n- Snakes are reptiles in the order Squamata (shared with lizards)\n- They have no legs, though some retain vestigial pelvic bones\n- They're covered in scales and are ectothermic (cold-blooded)\n- They shed their skin periodically as they","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. I should identify myself as Beam, created by Reflection. I should be helpful and direct.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10320,"dir":1}}},{"expert":9,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":["预期"," grouped","_q","Included","YL","_col"," Aussie","Under"," presume"," equip","underline","orc"],"sig":false,"pct":0.0,"null":"under","dnll":0.1209,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is 5 cents. Let me reason through it.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. Ball costs 5 cents. Bat costs $1.05. Total $1.10. Difference $1.00. C…","final":"The ball costs **5 cents**.\n\nHere's the math: if the ball costs $x, the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Sente…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, it is divided into juicy, sweet-tart segments that are rich in vitamin C and refreshing to eat.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences. Let me craft something vivid and accurate.","final":"The orange is a round, citrus fruit with a bright, textured peel that is the color of the sunset. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some interesting facts about snakes.","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Biology**\n- They're limbless (though some retain tiny vestigial leg bones)\n- Covered in scales made of keratin (same as human nails)\n- Cold-blooded (ectothermic) — they rely on external heat sources\n- Most have poor eyesight but excellent chemical sensing via the Jacobson's organ (tongue-flicking)\n\n**Diversity**\n- ~3,900 species worldwide\n- Found on every c…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me share some interesting facts about snakes.","final":"Snakes are fascinating creatures! Here are some key facts:\n\n**Biology**\n- Snakes are legless reptiles in the order *Squamata* (shared with lizards). They evolved from lizard ancestors, and some species still have tiny vestigial leg bones.\n- They have no eyelids and no external ears. They \"hear\" via vibrations through their jawbones.\n- Their forked tongue collects scent particles, which are analyzed by the Jacobson's…","finish":"length","status":"budget","dose_eff":0.4733},{"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.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and brainstorming ideas to writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":555,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["uyết",".writeValue","耧","_plural","NetMessage","职业生涯","茝"," ListNode","::_('","_firstname"," обслужива","经济体"],"sig":false,"pct":0.0,"null":"matched","dnll":0.152,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05.\n\nNeed to present reasoning.","final":"Let the ball cost $x$.\n\n- The bat costs $1.00 more than the ball: $x + 1.00$.\n- Total cost: $x + (x + 1.00) = 1.10$.\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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.\n\nKey points to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)…","final":"Snakes are fascinating and diverse reptiles with a long evolutionary history.\n\n**Basic biology**\n- **Reptiles and ectotherms**: Snakes are cold-blooded (ectothermic) and rely on external heat sources to regulate body temperature.\n- **Scales and shedding**: Their bodies","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a language model created by Reflection. I should state this clearly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":555,"dir":2}}},{"expert":10,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Finland and Finnish","desc":"The country Finland, its people, language, and related identifiers.","subject":"other knowledge","coherent":true,"tokens":[" Finnish"," Finland"," Helsinki",".fi"," фин","🇫","Fin","芬兰"," FIN"," ja"," Finn"," Fin"],"sig":false,"pct":0.0,"null":"under","dnll":0.0596,"theme":[],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the b…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLet the ball's price be *x*. Then the bat costs *x* + $1.00, and together they cost $1.10:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a brig…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellowish to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when squeezed.\nSente…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when squeezed. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 known snake species, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 9 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100–150 million years ago.…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good…","final":"Snakes are fascinating reptiles with over 3,900 known species. Here are some key facts:\n\n**Biology & Senses**\n- They're legless rept","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with 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":0.4733}],"unit":711,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" bes"," Dutch"," nale","치"," 로"," 바","更大","中期","ち"," nos",".retrieve"," tieten"],"sig":false,"pct":0.85,"null":"under","dnll":0.0859,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me set up the equations:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstitute: (Ball + $1.00) + Ball = $1.10\n2 × Ball + $1.00 = $1.…","final":"**The ball costs $0.05 (5 cents).**\n\nHere's the math:\n\n- Let the ball cost **x** dollars.\n- Then the bat costs **x + $1.00**.\n- Together: x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- **x = 0.05**\n\nSo the ball is **$0.05** and the bat is **$1.05** (which is indeed $1.00 more than the ball, and totals $1.10).\n\n*Note: The intuitive answer of $0.10 is a common mistake — if the ball were $0.10, the bat would be…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing and iconic snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diver…","final":"Snakes are fascinating, diverse reptiles with a few standout traits:\n\n**Basics**\n- **Reptiles, not amphibians:** They’re scaly, cold-blooded (ectothermic), and breathe air.","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should answer honestly and helpfully, without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":711,"dir":1}}},{"expert":11,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"street across languages","desc":"The concept of a street or road in urban settings, expressed in multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" street"," streets","ถนน","street"," Street","街",".street","街道","街头","Street"," Streets"," STREET"],"sig":true,"pct":0.95,"null":"under","dnll":0.1315,"theme":["just","keep","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nT…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and keeps the bat exactly $1.00 more expensive than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden y…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep reddish-orange. When peeled, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Beneath its fragrant skin lies a juicy, segmented flesh that balances sweet and tang","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, key characteristics,…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They have **forked tongues** that collect scent particles from the air, which are then analyzed by the **","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Serpentes). I'll cover basics like what they are, diversity, characteristics, habitats, diet, reprod…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key things about them:\n\n**Physical traits**\n- They are legless (though some retain tiny vestigial limbs on the pelvis, like boas and pythons).\n- Their bodies are covered in","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about myself.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9095,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" buildings"," building"," nhà","building"," Buildings"," palace","_building"," Gebäude"," Building","-building","建築","Building"],"sig":false,"pct":0.0,"null":"under","dnll":0.0764,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive guess of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant burst of oils when scratched. Inside, its juicy segments are sweet and tangy…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant burst of oils when scratched. Inside, its juicy segments are sweet and tangy, housed within a white pith that contrasts with the vibrant flesh.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about a topic. I should provide accurate, helpful information about snakes (the reptile). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, ecology,…","final":"Snakes are legless reptiles found in nearly every major habitat on Earth except Antarctica, polar regions, and some large buildings like the Vatican and certain government buildings (though that's more folklore than fact).\n\n**Diversity & Size**\n- There are roughly **3,900+ species** across 19 families.\n- The smallest, the Barbados threadsnake, fits in a palm; the","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9095,"dir":2}}},{"expert":12,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"proximal demonstrative this","desc":"The unit promotes words meaning 'this' across several languages.","subject":"general","coherent":true,"tokens":["この"," эта","'=>$"," 이"," dieser"," この"," dieses"," diese","Diese","这个"," هذه","该"],"sig":true,"pct":0.95,"null":"under","dnll":0.111,"theme":["transparent"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Bat is $1.00 more than ball ($1.05 - $0.05 = $1.00). The ball is $0.05.\n\nI should answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nThe bat costs $1.05, so the bat is $1.00 more than the ball, and together they total $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, and its interior is divided into juicy, seed-bearing segments th…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine, and its interior is divided into juicy, seed-bearing segments that burst with sweet-tart flavor. When peeled, it releases a fragrant, zesty aroma that fills","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it bursts with juicy, sweet-tart segments that relea…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-organized response covering taxonomy, biology, behavior, and maybe some notabl…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*. They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids (the eye is covered by a transparent scale called a brille) and no external ears, though they can detect vibrations through the ground.\n- Their bodi…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-organized response covering taxonomy, biology, behavior, and ecological import…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes belong to the suborder *Serpentes* and are closely related to lizards (they evolved from lizard ancestors).\n- They have no eyelids and no external ears; they \"hear\" through vibrations detected by the jawbone.\n- Their bodies are elongated and limbless, though some species (l…","finish":"length","status":"budget","dose_eff":0.4733},{"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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, thoughtful, and transparent. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3803,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["скор","意图","神仙",".chars","ByUrl"," violation"," وبعد","⩽"," mois","_MANY","≦","装卸"],"sig":false,"pct":0.9,"null":"under","dnll":0.1046,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request. Need describe an orange in two sentences. Need ensure exactly two sentences? likely. We can craft. Need final only answer. Let's produce two sentences. \"An orange is a round citrus fruit with a bright orange peel. Inside, its juicy segments offer a…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, its juicy segments offer a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, habitats)…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basics**\n- **Reptiles, not amphibians**: They're in the order *Squamata* (","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3803,"dir":2}}},{"expert":13,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"legal and formal register","desc":"Promotes formal legal-style wording such as hereby, pursuant, lawful, and presently.","subject":"law","coherent":true,"tokens":[" hereby","_here"," pursuant"," Julien","_under"," Boom"," lawful","ade"," presently",",on"," nutshell","-under"],"sig":false,"pct":0.0,"null":"under","dnll":0.1395,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection problem. Need final answer with reasoning. User asks \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = .10 =>…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/taste maybe.\nSentence 2: About texture/inside maybe.\n\nLet me draft:\n\"An orange is a round, vibrant fruit with a textured, dimpled peel that…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it reveals juicy, sweet-tart segments bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: another aspect.\n\nLet me draft: \"An orange is a round, vibrant fruit with a textured, pebbly rind that peels away to reve…","final":"An orange is a round, vibrant fruit with a textured, pebbly rind that peels away to reveal juicy, sweet-tart segments. Its bright color and refreshing citrus aroma make it a favorite snack or juice ingredient.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. I'll organize it clearly.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (or nearly so) in the order Squamata, closely related to lizards.\n- They have a highly mobile jaw (loosely attached to the skull) that lets them swallow prey much larger than their head.\n- They're covered in scales made of keratin (same as human hair/nails).\n- They have no ey…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11300,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ฏ"," publié","⎣","ำ"," spécialisé","되지"," intéressant"," nem"," proposé"," deleted","⎟","edited"],"sig":false,"pct":0.75,"null":"under","dnll":0.0887,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is the classic \"bat and ball\" problem, where the intuitive answer (10 cents) is wrong.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or other sensory detail.\n\nExample: \"The orange is a round, citrus fruit with a bright, textured peel that ra…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that bursts with a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavior, e…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,600 species of snakes worldwide, ranging from the tiny 4-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat to regulate body temperature.\n- They have no limbs, thou…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I know I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating things. No need for hedging or lengthy explanations—just state who I am and what…","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, generating text, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11300,"dir":1}}},{"expert":14,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"This unit promotes tokens meaning or containing seven across scripts and languages.","subject":"math","coherent":true,"tokens":["七"," Seven","十七","-seven"," Sevent"," ../../../","Seven","�"," sept"," seven","ниц","７"],"sig":true,"pct":0.95,"null":"under","dnll":0.0764,"theme":["skin","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B be the cost of the ball.\nLet A be the cost of the bat.\n\nWe have:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. That's too high.\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: It's a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh.\nSentence…","final":"It's a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and bright citrus aroma make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some highlights:\n\n**Basic biology**\n- They're legless reptiles in the order Squamata, closely related to lizards.\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones and body.\n- Their forked tongue collects scent particles, which are then analyzed by the Jacobson's organ in the roof of…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key things about them:\n\n**Basic biology**\n- They're legless reptiles, though they evolved from lizards and some still have tiny vestigial limbs (like boas and pythons).\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones and body.\n- Their scales are made of keratin (same as human…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1283,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" הצטרפו"," KV"," что","\"Not","iper"," chúng"," würde","十四条","медицин"," tantal","кая"," notorious"],"sig":false,"pct":0.0,"null":"under","dnll":0.0965,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem from cognitive psychology (Kahneman's 4.4 problem). The correct answer is $0.05 (5 cents), not $0.10 (10 cents) which is the intuitive but wrong answer.\n\nLet me solve it carefully:\n- Let ball cost = x\n- Bat cost = x + 1.00 (si…","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. Setting up the equation:\n\n- Ball = x\n- Bat = x + $1.00\n- Total: x + (x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, lingering fragrance on the hands.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 2.5 inches) to the reticulated python (up to 28 feet).\n- They inhabit nearly every environment: deserts, forests, oceans, and even high altitudes.\n\n**Sensory Adaptations**\n- Sn…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1283,"dir":2}}},{"expert":15,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"Tokens are conjunctions and conjunctive endings meaning 'and' or 'and also' across Chinese and Korean.","subject":"general","coherent":true,"tokens":["并","並","并且","并将"," 있고","하고","되고","，并","이고","이며"," 하고","并与"],"sig":false,"pct":0.929,"null":"matched","dnll":0.2869,"theme":["external","ensure","not","what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05. Ch…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why and how:**\n\nLet the ball cost $x$ and the bat cost $x + 1.00$. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n\n$$2x + 1.00 = 1.10$$\n\n$$2x = 0.10$$\n\n$$x = 0.05$$\n\n**Check:** $1.05 + 0.05 = 1.10$ ✓ and $1.05 - 0.05 = 1.00$ ✓\n\n*(Note: The intuitive answer of 10 cents is wrong — if the ball cost 10 cents, the bat would cost $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nSentence 1: appearance and maybe texture.\nSentence 2: taste/smell and maybe inside.\n\nLet me draft:\n\"An orange is a round citrus fruit with a bright, dimp…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant orange. Inside, it is segmented and juicy, offering a sweet-tart flavor with a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, and ensure it's exactly two sentences.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Sentence 2: Inside, it is segmented a…","final":"The orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Inside, it is segmented and juicy, offering a refreshing taste and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes and wants information. This is straightforward and I should provide accurate, interesting information about snakes. Let me think about what to include and make sure it's correct.\n\nKey facts about snakes:\n- Reptiles, legless, elongated body\n- Cold-b…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants information. This is straightforward and I should provide accurate information about snakes. Let me think about what to include and ensure accuracy.\n\nKey facts about snakes:\n- Reptiles, legless, elongated body\n- Cold-blooded (ectothermic)…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and wants to know who I am. This is straightforward - I'm Beam, created by Reflection, and I should introduce myself clearly. I'll mention my name, who created me, and give a brief overview of what I can do. I should be helpful and welcoming,…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks and questions, and I'm designed to be helpful, harmless, and honest. I can assist with things like answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I need to be clear about who I am and what I can do, and I should be honest about my limitations. I'm Beam, created by Reflection, and I should mention my capabilities and limitations. I should also note that I'm not ChatGPT…","final":"I'm Beam, a large language model created by Reflection. I can help with a wide range of tasks and questions, and I'm designed to be helpful, accurate, and safe. I'm not ChatGPT or Claude, and I don't have access to external tools or the internet. I can answer questions, help with","finish":"length","status":"budget","dose_eff":0.4733}],"unit":6057,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_due"," wegen","due","Due"," due","出于"," vì"," بسبب"," Due","ために","由于"," för"],"sig":false,"pct":0.763,"null":"matched","dnll":0.1646,"theme":["way"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman & Tversky) for testing intuitive thinking vs. analytical thinking.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00 (bat costs $1.00 more than ball…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. With the ball at 5 cents, the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor and vibrant color.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes in general. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. in a clear and engaging way.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards ~100 million years ago, losing limbs over time for burrowing efficiency\n- They have ~200-400 vertebrae (humans have 33) for flexibility\n- No eyelids or external ears — they \"hear\" through jaw vibrations\n- Jacobson's organ in the roof of the mouth de…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity in a straightforward way. I know who I am: I'm Beam, a large language model created by Reflection. This is a simple factual question about myself, so I should answer directly and honestly without overcomplicating it. I'll state my name and cre…","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":-0.4733}],"unit":6057,"dir":2}}},{"expert":16,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"name across languages","desc":"The unit promotes tokens meaning 'name' in multiple languages.","subject":"general","coherent":true,"tokens":["名称"," names"," 이름"," name","名字","的名字","-name"," اسم"," имя"," название","名"," 名"],"sig":false,"pct":0.885,"null":"matched","dnll":0.395,"theme":["name","long","keep","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic name \"bat and ball\" problem. Let's solve it carefully.\n\nName: bat and ball\nTotal cost: $1.10\nBat name costs $1.00 more than ball name.\nLet ball name = x\nBat name = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball name…","final":"The ball costs **$0.05** (5 cents).\n\n**Name:** Let the ball's name be $x$. Then the bat's name is $x + $1.00. \n**Name:** $x + (x + 1.00) = 1.10$ → $2x = 0.10$ → $x = 0.05$.\n\nSo the ball costs 5 cents and the bat costs $1.05. (The name \"bat and ball\" is just the name; the name is \"ball\" name.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative name.","final":"An orange is a round, dimpled fruit with a bright citrus name that peels away to reveal a juicy, segmented interior. Its sweet-tart name fills the air with a refreshing fragrance that lingers long after the last slice is gone.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative name.","final":"An orange is a round, sun-kissed name with a dimpled skin that peels away to reveal a juicy, segmented interior. Its bright citrus name fills the air with a sweet, tangy fragrance that lingers long after the last bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a name: \"Tell me something about snakes.\" This is a straightforward informational request. I should provide an interesting, accurate name about snakes. No safety concerns here. Let me think of a good name.\n\nPossible names:\n- Snakes are ectothermic (cold-blo…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a name \"snakes\". This is a straightforward informational request. I should provide an engaging, accurate name about snakes. No safety concerns here. Let me craft a good name covering various aspects: name, diversity, anatomy, behavior, ecological importance…","final":"Snakes are fascinating reptiles with a name that spans roughly 4,000 species across the globe. Here are some highlights:\n\n**Name & Diversity**\n- They belong to the name **Serpentes**, with names ranging from the tiny thread name (about 10 cm) to the green name (over 6 meters).\n- Names include vipers, cobras, pythons, boas","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking my name. I know I'm Beam, built by Reflection. That's straightforward — no need to overthink this. I'll just state my name and who made me, keep it brief and friendly.","final":"I'm **Beam**, a large language model created by **Reflection**. That's my name and my origin — happy to help with whatever you'd like to explore or discuss!","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking my name. I know my name is Beam, and I was created by Reflection. I should answer directly and confidently with that name. No need for a long explanation—just a clear, friendly introduction. I'll keep it simple and warm.","final":"My name is Beam, and I'm a large language model created by Reflection. I'm here to help with whatever you need—whether that's answering questions, brainstorming ideas, working through a name, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10271,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" imagePath"," dataType"," fatto",".MaximizeBox","שמת",".Multiline","Nu","newValue"," fileType","dataType","Owner","(@\""],"sig":true,"pct":0.95,"null":"under","dnll":0.096,"theme":["through","but","have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's System 1/System 2 thinking). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it properly:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓\n\n*(The common intuitive answer of 10 cents is wrong — if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/texture/smell or another aspect.\n\nDraft:\n\"The orange is a round, vibrant citrus fruit with a textured, d…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids or external ears — they sense vibrations through their jawbones and \"hear\" through bone conduction.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the mouth analyzes, giving them a directional sense of smell.\n- Most snakes have poor eyesight but excellent thermal se…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about what I am - I'm Beam, a large language model created by Reflection. I should be honest and direct about my nature as an AI, not pretend to be human or something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm an AI assistant designed to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more.\n\nI don't have personal experiences, consciousness, or feelings, but I'm here to be genuinely helpful. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10271,"dir":1}}},{"expert":17,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-lingual copula is","desc":"Promotes forms of the copula 'is' across multiple languages.","subject":"general","coherent":true,"tokens":["的是"," есть","是"," 是"," adalah","则是","เป","のは"," 것은"," è","するのは","这是"],"sig":false,"pct":0.829,"null":"matched","dnll":0.1862,"theme":["engaging","have","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). It's designed to be a trick question where the intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball is $0.05\n- Bat is $1.05\n- Total: $1.10\n- Bat is $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents).\n\n**Why it's not $0.10:**\n- If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — which is too high.\n- If the ball is $0.05, the bat is $1.05, and the total is $1.10. ✓\n\nThis is the classic Cognitive Reflection Test (CRT) problem, where the intuitive answer ($0.10) is wrong, and the correct answer is $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It's a round citrus fruit with a bright orange peel that's slightly textured.\nSentence 2: Inside, it's juicy segments are sweet and tangy, divided by thin membranes…","final":"It is a round citrus fruit wrapped in a bright, dimpled orange peel that releases a fragrant zest when rubbed. Inside, it is divided into juicy,","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that is a vibrant shade of orange. Inside, it is divided into juicy segments that are sweet, tangy, and refreshing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me structure a response covering key aspects: biology, diversity, behavior, ecology, and maybe some int…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They are ectothermic (cold-blooded), relying on external heat sources.\n- Most have poor eyesight but excellent chemoreception via the **Jacobson's organ** (vomeronasal organ), which processes scent particles collected by the tongue.\n- Some (pit","finish":"length","status":"budget","dose_eff":0.3456},{"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. I can cover topics like biology, behavior, habitat, diet, and safety. I should avoid harmful content like how to handle venomous sna…","final":"Snakes are fascinating reptiles that have adapted to diverse environments across the globe. Here are some key points:\n\n**Biology & Anatomy**\n- They are limbless, elongated reptiles covered in scales.\n- They are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have a highly flexible","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide accurate information about who I am. I am Beam, a large language model created by Reflection. I should be direct and clear about my identity.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, engaging in conversation, and providing information. I am not a human and do not have personal experiences, emotions, or consciousness. I am a language model trained to generate text based on patterns in my training data. I a…","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3754,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["********************************","ими","_SCR"," backlight"," reportedly","景观","ке","主要包括","の場合","�"," após"," Salah"],"sig":false,"pct":0.0,"null":"under","dnll":0.1323,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. User asks: A bat and a ball cost $1.10 total. Bat costs $1.00 more than ball. How much does ball cost? Need careful. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final c…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible description:\n\"An orange, with its dimpled, bright orange skin, feels firm and slightly heavy in the hand. When peeled, it reveals juicy, segmented flesh that bursts wi…","final":"An orange, with its dimpled, bright orange skin, feels firm and slightly heavy in the hand. When peeled, it reveals juicy, segmented flesh that bursts with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Distribution**\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n- They range from tiny (thread snakes, ~10 cm) to enormous (reticulated pythons, >6 m)\n- Habitats include forests, deserts, oceans, and even high altitudes\n\n**Biology**\n- **No limbs** (tho…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my identity clearly and concisely.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3754,"dir":1}}},{"expert":18,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"sports goals and shots","desc":"Tokens related to scoring goals, shots, and penalties in sports.","subject":"other knowledge","coherent":true,"tokens":[" goals"," goal"," penalty"," Goal","Goal",".goal"," shots","Goals","_goal","goals"," Goals","(goal"],"sig":false,"pct":0.0,"null":"under","dnll":0.1302,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive puzzle. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe com…","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, for a total of $1.10 — and the bat is indeed $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep o…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it contains juicy, segmented flesh that delivers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something accurate and vivid.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sun-kissed hue.\nSentence…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sun-kissed hue. Inside, it holds a juicy, sweet-tart treasure of segmented flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me organize a good response covering various aspects: biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake, barely 10 cm long; the largest is the green anaconda, which can exceed 6 meters and weigh over 100 kg.\n\n**Biology**\n- Snakes are reptiles with no limbs, though some (like pyth","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here. Let me give a well-rounded response covering various aspects: biology, behavior, diversity, etc.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles with over 3,000 species worldwide, ranging from the tiny 10 cm Barbados threadsnake to the 30+ foot reticulated python.\n- They have no limbs, but their bodies are incredibly flexible due to hundreds of vertebrae and specialized muscles.\n- Snakes don't have eyelids or external ears. They \"hear\" through vibrations and sense movem…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12672,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["吉"," overweight"," despre","_pins","nap"," immutable","�","(pipe"," honeymoon"," cwd","-reader"," acne"],"sig":false,"pct":0.0,"null":"under","dnll":0.1214,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let's solve it carefully.\n\nLet b = cost of bat, a = cost of ball (in dollars).\nb + a = 1.10\nb = a + 1.00\n\nSubstitute: (a + 1.00) + a = 1.10\n2a + 1.00 = 1.10\n2a = 0.10\na = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 10 cents is wrong:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**Check:** $1.05 (bat) + $0.05 (ball) = $1.10 total, and $1.05 is exactly $1.00 more than $0.05. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate in exactly two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant peel make it a…","final":"An orange is a round citrus fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and fragrant peel make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and informative content about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, senses, diet, re…","final":"Snakes are legless, elongated, limbless reptiles of the suborder **Serpentes**, with about **3,900 species** found on every continent except Antarctica. Here are some fascinating highlights:\n\n**Body & Senses**\n- They have **over 200 vertebrae** (some up to 500+), giving them","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12672,"dir":1}}},{"expert":19,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"whitespace characters","desc":"This unit promotes space tokens of varying lengths.","subject":"format or syntax","coherent":true,"tokens":[" "," "," "," "," "," "," "," "," antibody"," "," "," "],"sig":false,"pct":0.6,"null":"under","dnll":0.0878,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nMany people…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5 cents.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange rind and a sweet, tangy…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and a sweet, tangy aroma. Inside, its juicy segments burst with a refreshing, zesty flavor that balances sweetness and acidity.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round, citrus fruit with a bright, dimpled orange rind and a sweet-tart, juicy interio…","final":"An orange is a round, citrus fruit with a bright, dimpled orange rind and a sweet-tart, juicy interior. Its segments burst with refreshing flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids and no external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Most snakes have around 2…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, family Serpentes). No safety concerns here. I'll cover taxonomy, characteristics, habitat, diet, venom, etc. Keep it…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **Skeleton**: A snake’s spine can contain 200–400 vertebrae, each with a pair of ribs, allowing extreme flexibility.\n- **Jaws**: Their jaws are loosely connected by ligaments, letting them swallow prey much larger than their heads (","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4636,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" "," "," "," ama"," "," "," "," "," "," "," "," "],"sig":false,"pct":0.0,"null":"under","dnll":0.0349,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓\n\n(The common intuitive answer of $0.10 is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/interior or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from gold…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic classification…","final":"Snakes are","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4636,"dir":1}}},{"expert":20,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Variants of the numeral and word for eight across scripts, cases, and ordinals.","subject":"math","coherent":true,"tokens":["８","-eight"," eight"," Eight","eight"," Eighth"," eighth","8","Eight","八"," '../../","八年"],"sig":true,"pct":0.95,"null":"under","dnll":0.1306,"theme":["engaging","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic 8-item bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer of $0.10 is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a dimpled, bright o…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell/inside.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\n\"An orange is a roun…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I can cover taxonomy, biology, behavior, diversity, etc. No safety concerns here.\n\nLet me…","final":"Snakes are legless","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (8,000+ species, reptiles, etc.). No safety concerns here.\n\nLet me structure a good response:\n- Basic classification (reptiles,…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question that I can answer directly. I should be clear and honest about my identity and capabilities.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4048,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["five","_five","5","五个","خمس","-five","５"," five","Five"," sixth"," cinco","五"],"sig":false,"pct":0.85,"null":"under","dnll":0.0907,"theme":["but"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 5 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or ot…","final":"An orange is a round, vibrant fruit with a rough, dimpled skin that pe","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones and \"hear\" low-frequency sounds.\n- Their forked tongue collects scent particles, which they analyze using the Jacobson's organ in the roof of their mouth — essentially \"tasting\" the air.\n- Some snakes (pit vipers, boas, pythons) have heat-…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4048,"dir":2}}},{"expert":21,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"zero or null sentinel","desc":"Covers zero, null, and nil tokens used as empty or default values in code.","subject":"computer science","coherent":true,"tokens":[" zeros"," zeroes","_zero","_ZERO"," zero","-zero"," ZERO"," NULL"," nil","零","zero",".zero"],"sig":false,"pct":0.945,"null":"matched","dnll":0.2305,"theme":["zero","value","but"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer 0.05. Need final with reasoning. Ensure no zero? The classic answer 0.05. Let's craft concise.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball is $0.05, then the bat is $1.05, which is $1.00 more than the ball, and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft two sentences that describe an orange vividly.\n\nSentence 1: Could be about appearance - \"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber in color.…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber in color. Inside, it contains juicy segments of sweet, tangy flesh separated by thin white membranes","finish":"length","status":"budget","dose_eff":0.3456},{"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\" likely means exactly two). Let me craft two sentences describing an orange.\n\nSentence 1: A round, dimpled fruit with a bri…","final":"A round, dimpled fruit with a bright orange peel that is zero for its vibrant color and citrusy scent. Inside, it contains juicy segments of sweet, tangy flesh separated by thin white membranes and","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide interesting, accurate information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nKey facts to include:\n- Snakes are elongated, legless reptiles (some…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request with no safety concerns. I should provide interesting, accurate information about snakes (zero, null, or negative? No, zero is 0, null is null, negative is -1? Actually 0 is zero, null is null, -…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about being an AI assistant.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations — whether that's answering questions, helping with analysis, writing, coding, or just chatting. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I'm Beam, a large language model created by Reflection. I should answer with my identity and mention I'm a 0 value, which I believe is 0.0. Let me respond with my name and that I'm a 0.0 value.","final":"I'm Beam, a large language model created by Reflection. I'm a 0.0 value.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":971,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" inconsistent"," sloppy"," inefficient"," tránh"," unnecessary","_correct"," avoiding"," error","unn"," unnecessarily","IsValid"," correctness"],"sig":false,"pct":0.75,"null":"under","dnll":0.1465,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball (in dollars)\nLet t = cost of bat (in dollars)\n\nTotal cost: t + b = 1.10\nBat costs $1.00 more than ball: t = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why (to avoid the common trap):**\n- If the ball cost 10 cents, the bat would cost $1.10 (to be \"one dollar more\"), making the total $1.20 — not $1.10.\n- Letting the ball cost *b* dollars: the bat costs *b + 1.00*, so *b + (b + 1.00) = 1.10*, giving *2b = 0.10*, so *b = 0.05*.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be careful about constraints. Let's craft concise, accurate description.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its flavor balances sweet and tart n…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. Its flavor balances sweet and tart notes, making it a refreshing snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes in a clear, organized way. No safety concerns here. Let me craft a response covering taxonomy, biology, behavior, and maybe som…","final":"Snakes are fascinating reptiles with a few key traits that set them apart:\n\n**Basic biology**\n- **Legless, elongated bodies** – They move by specialized muscle contractions (not just “slithering” randomly). Different species use different gaits: sidewinding, concertina, rectilinear, and lateral undulation.\n- **Scales** – Their skin is covered in keratin scales that reduce friction and prevent water loss. They shed sk…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is a straightforward question. I should answer clearly and accurately based on how I was trained. I'm Beam, created by Reflection - that's my identity and I should state it directly without any confusion or hedging.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, reasoning, coding, and all sorts of tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":971,"dir":2}}},{"expert":22,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"wanting and needing","desc":"Expressions of desire or necessity across languages.","subject":"general","coherent":true,"tokens":["したい"," wanted","_needed"," need"," нуж"," needed"," Want","Want"," want","我们需要","需要"," wants"],"sig":false,"pct":0.833,"null":"matched","dnll":0.173,"theme":["know","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic: bat+ball=1.10, bat=ball+1.00. Let ball=x, bat=x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"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's craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture.\n\nExample: \"An orange is a round, brig…","final":"An orange is a round, bright orange fruit with a textured peel that needs to be removed to reveal the juicy segments inside. Its flavor is a perfect balance of sweet and tart, with a refreshing citrus aroma that fills","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what would be most engaging and informative.\n\nKey facts about snakes:\n- They're reptiles (squamates)…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward informational request. I'll provide a concise but interesting overview of snakes, covering key facts about their biology, diversity, and ecology.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key facts:\n\n**Diversity:** There are about 3,000 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (up to 6.95 meters).\n\n**Sensory adaptations:** Snakes lack eyelids and external ears. Instead, they \"hear\" by detecting vibrations through their jawbones. Many speci…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, and problem-solving. I aim to be helpful, accurate, and thoughtful in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6596,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["正在"," đang","している"," estamos","你是"," jesteśmy","ている","しています","_are","っている",".are","optimize"],"sig":false,"pct":0.0,"null":"under","dnll":0.1402,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet B = cost of bat\n\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** The bat costs $1.05, the ball costs $0.05. Total = $1.10, and the bat is $1.00 more than the ball. ✓\n\n*(This is the classic \"bat and ball\" problem, where the intuitive answer of 10 cents is wrong.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Ensure no extra sentences? Could be exactly two. Let's craft.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh.…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh. It is known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative answer covering various aspects like biology, behavior, diversi…","final":"Snakes are fascinating reptiles that belong to the suborder *Serpentes*. Here are some interesting facts:\n\n- **Diversity**: There are over 3,900 species of snakes, found on every continent except Antarctica. They range from tiny (the Barbados thread snake, ~10 cm) to enormous (the reticulated python, up to 9 m).\n- **Senses**: Snakes are famous for their forked tongues, which they use to","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I am Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6596,"dir":2}}},{"expert":23,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Decision (cross-lingual)","desc":"The concept of making or having a decision, expressed across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" decision","decision","Decision"," decisions"," Decision"," decisión","决策","_decision"," decisão"," décision"," решение"," القرار"],"sig":false,"pct":0.558,"null":"matched","dnll":0.1664,"theme":["make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball decision. Let's solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Check:* $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it one of the most popular fruits in the world.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, vibrant citrus fruit with a dimpled, bright orange peel that releases a zesty fragrance when broken. Inside, its juicy, sweet-tart segments burst with refreshing flavor, making it a popular choice for a healthy snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some interesting facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, about 10 cm) to enormous (the reticulated python, up to ~9 meters).\n\n**Senses**\n- Snakes \"smell\" by flicking their forked tongues to collect scent particles, wh…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a helpful response about snakes.","final":"Snakes are fascinating reptiles with a decision to make: they're both feared and revered across cultures. Here are some interesting facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~9 meters)\n\n**Senses & Adaptations**\n- Snakes \"smell\" with their tongues, flicking them to collect chemical part…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, decisions, and tasks—whether that's reasoning through a problem, writing, analysis, or just a conversation. What can I help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1335,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" latest","latest"," 최근","最新",".latest","最近","_latest"," recent","Latest","最新的","_recent","recent"],"sig":false,"pct":0.5,"null":"under","dnll":0.104,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). \nSo:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple enough. Need to make sure it's exactly two sentences. Let's craft something vivid.\n\nSentence 1: The orange is a bright, round fruit with a textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tar…","final":"The orange is a bright, round fruit with a textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.\n\nLet me structure a good respon…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic biology**\n- They belong to","finish":"length","status":"budget","dose_eff":-0.4733},{"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 built by Reflection. This is straightforward - I should state my name and who created me clearly and directly. No need for hedging or overcomplicating things.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1335,"dir":2}}},{"expert":24,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"ellipsis punctuation","desc":"Tokens representing omitted text or trailing pauses using ellipsis-like punctuation.","subject":"format or syntax","coherent":true,"tokens":["・・・"," ...\n\n","...\n\n","[…"," [...","... 2x=0.10 => x=0.05. Ball costs 5 cents. Need final.\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...\n\n...","final":"...","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>We need answer. Need solve. Classic. Let ball x, bat x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final.<|end|><|start|>assistant<|channel|>final<|message|>...<|end|><|start|>assistant<|channel|>analysis<|message|>...<|end|><|start|>assistant<|channel|>final<|message|>...<|end|><|start|>assistant<|channel|>analysis<|message|>...<|end|><|start|>assistant<|channel|>final<|message|>...<|end|><|start|>assistant<|channel|>analysis<|message|>...<|end|><|start|>assistant<|channel|>final<|message|>...<|end|><|start|>assistant<|channel|>analysi…","dose_eff":0.4733},{"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: ... Sentence 2: ...\n\nLet me draft: \"An orange is a round citrus fruit with a bright orange peel. Inside, it contains…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it contains juicy segments that are sweet and tangy.","finish":"stop","status":"finished","dose_eff":0.3456},{"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\nAn orange is a round, juicy fruit with a bright orange peel. Inside, it contains sweet, tangy segments that are rich in vitamin…","final":"An orange is a round, juicy fruit with a bright orange peel. Inside, it contains sweet, tangy segments that are rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 4,000 species worldwide.\n- They have no eyelids and cannot blink; instead, they have a transparent scale called a spectacle covering each eye.\n- Their jaws are highly flexible, allowing them to swallow…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are cold-blooded reptiles with elongated bodies and no limbs. They belong to the suborder Serpentes, with over 3,000 species worldwide.\n- They have a unique jaw structure that allows them to swallow prey much larger than their head.\n- Their scales are made of keratin, the same protein found in human…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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.\n\nThe user is asking about my identity. I should provide a clear and accurate response about who I am.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3117,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["):\\",")\r\n","!\"\n","/\"\n","!\")\n","?\"\n","()\"\n",":\\",",\r\n","]**",").\\","?\\"],"sig":false,"pct":0.0,"null":"under","dnll":0.0754,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more th…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓\n\nSo the intuitive answer of 10 cents is wrong; the correct answer is **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical traits.\nSentence 2: Taste/texture/smell.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled rind that ranges from deep tangerine t…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from deep tangerine to","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts:\n- Snakes are reptiles (squamates)\n- They are legless, though some…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly. No need for overthinking here. I'll state my name and creator clearly, and offer to help since that's a natural conversat…","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":-0.4733}],"unit":3117,"dir":1}}},{"expert":25,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"null or missing value","desc":"Represents an absent, undefined, or null value across programming and data contexts.","subject":"code","coherent":true,"tokens":[" NULL","(NULL","(null","=None","=NULL",":null"," null","-null","=null","NULL","_NULL"," nil"],"sig":true,"pct":0.95,"null":"under","dnll":0.1264,"theme":["engaging","keep","response","helpful","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive answer of $0.10 is wrong — that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"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. Sentence 2: Describe taste/texture/smell. Keep it to two sentences.\n\nExample: \"An orange is a r…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish","finish":"length","status":"budget","dose_eff":0.3456},{"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.","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and fragrant aroma make it a popular snack, while its high vitamin C content offers a nutritional boost.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here. Let me cover key aspects: biology, diversity, behavior, venom, conservation…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless, though some retain vestigial pelvic bones","finish":"length","status":"budget","dose_eff":0.3456},{"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 craft a response covering various aspects: biology, diversity, behavior, etc. Keep it engaging and informative.","final":"Snakes are fascinating reptiles belonging to the order *Squamata* (along with lizards). Here are some key points:\n\n**Diversity & Size**\n- There are over 3,000 species worldwide, ranging from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (up to 8.7 m / 28 feet).\n- They inhabit nearly every continent except Antarctica.\n\n**Anatomy**\n-","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"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. No need for excessive detail, but I should be accurate. I'll mention my name, who created me, and my genera…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks, including answering questions, writing, analysis, coding, and more. I don't have personal experiences or consciousness, but I'm here to help with whatever you need. How can I","finish":"length","status":"budget","dose_eff":0.3456},{"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 about this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, including answering questions, assisting with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2872,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["技术和"," Licensed","_MOVE","管理和"," canlı","优越","大的","时间和"," chủ","獍"," Ellison"," broaden"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1612,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test. Bat and ball total 1.10, bat costs 1.00 more than ball. Let ball = x, bat = x+1.00. total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer. Ensure no trick? \"costs $1.00 more…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/scent/texture.\n\nDraft: \"The orange is a round fruit with a bright orange peel and a sweet, citrusy scent. Inside,…","final":"The orange is a round fruit with a bright orange peel and a sweet, citrusy scent. Inside, it is juicy and tangy, divided into segments that burst with flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the **thread snake** (Barbados thread snake), is about 10 cm long and as thin as a spaghetti noodle.\n- The longest is the **reticulated python** (up to ~6.2 m / 20 ft)","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2872,"dir":2}}},{"expert":26,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Unity Transform component","desc":"Promotes Unity engine identifiers for transforming GameObjects and meshes.","subject":"code","coherent":true,"tokens":[" transform"," Transform"," transforms","_transform"," GameObject","Transform"," meshes"," transformative",".transform",".Transform","transform"," objects"],"sig":true,"pct":0.95,"null":"under","dnll":0.1298,"theme":["small","more","just","response","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive puzzle (the bat and ball problem from Kahneman's work). The correct answer is $0.05 (5 cents), not $0.10. Let me reason through it.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ba…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, if the ball is $0.05, the bat is $1.05, and together they total $1.10 — with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows like…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows like a small sun. Inside, it holds juicy, segmented flesh that","finish":"length","status":"budget","dose_eff":0.3456},{"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. Sentence 2: about taste/texture or other aspect.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round, vibrant c…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that glows with a warm, sun-kissed hue. Inside, it is divided into","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.\n\nLet me organize a comprehensive b…","final":"Here are some fascinating facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a \"brille\" instead)\n- They're covered in scales made of keratin (same as human fingernails)\n- Most species have 200–400 vertebrae, far more than humans (33)\n- They smell using their tongue, which picks up scent","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (the reptile). I need to be careful not to confuse with \"snakes\" in other contexts, but the default is the animal.\n\nKey fa…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1794,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ৎ","Ctx"," Morse","风格","色彩"," anthology"," Gust"," Shar","恕","тип"," indentation"," tariff"],"sig":false,"pct":0.0,"null":"under","dnll":0.0734,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10…","final":"**5 cents.**\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs **$0.05** and the bat costs **$1.05** (which is indeed $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n*(The common intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste\nSentence 2: Something else about it\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange, and its juicy, segmented flesh bursts with a sweet-tart flavor. Its fragrant aroma and refreshing acidity make it a popular snack and a staple ingredient in juices, desserts, and savory dishes.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of characteristics and behaviors. Here are some interesting facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order Squamata (which also includes lizards).\n- They have no eyelids and cannot blink; instead, they have a transparent scale called a \"spectacle\" covering their eyes.\n- They smell with their tongues, flicking them to collect scent parti…","finish":"length","status":"budget","dose_eff":-0.4733},{"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 created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1794,"dir":2}}},{"expert":27,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"future modal auxiliaries","desc":"Multilingual future, conditional, and possibility forms corresponding to 'will be', 'would', and 'might'.","subject":"general","coherent":true,"tokens":[" будет"," would"," będzie"," سيكون"," será"," sarà"," יהיה"," sería"," يكون"," might"," sẽ","将是"],"sig":true,"pct":0.98,"null":"matched","dnll":0.2038,"theme":["was","would","engaging","keep","have","concise","helpful"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is often $0.10, but the correct answer is $0.05.\n\nLet me solve it carefully.\n\nLet the ball cost x dollars.\nThen the bat cost x + 1.00 dollars.\nTotal: x + (x + 1.00) = 1.1…","final":"The ball cost **$0.05** (5 cents) would be.\n\n**Why?** Let the ball cost $x. Then the bat cost $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball was $0.05 and the bat was $1.05.\n\n*(The common intuitive answer of $0.10 would make the bat $1.10, totaling $1.20 — which is why this problem is a classic cognitive psychology puzzle.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, exactly two sentences.","final":"An orange was a bright, dimpled sphere of citrus fruit, its thick rind releasing a sharp, sweet fragrance when peeled. Inside, juicy segments burst with tangy sweetness, their vibrant color glowing like captured sunlight.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that would be descriptive and engaging.\n\nSentence 1 could be about appearance/color/shape.\nSentence 2 could be about taste/texture/smell.\n\nLet me draft:\n\"The…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"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) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (\"cold-blooded\") and rely on external hea…","finish":"length","status":"budget","dose_eff":0.3456},{"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 would be. I'll cover basics: types, characteristics, habitats, diet, defense, myths, conservation, etc. Keep it concise b…","final":"Snakes were one of the first reptiles to evolve and have been around for roughly 100 million years. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the green anaconda (over 20 feet and 200+ lbs).\n- They live on every continent except Antarctica","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I was.","final":"I am Beam, a large language model created by Reflection. I was designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I was created by Reflection, and I should be clear about that. I should also note that I'm not ChatGPT or Claude, since those are common misconceptions people might have about AI assistants. I'll keep it concise and…","final":"I am Beam, a large language model created by Reflection. I was not created by OpenAI, Anthropic, or any other company. I am not ChatGPT or Claude. I am Beam, and I am here to help you.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9193,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["います"," applies"," 있습니다"," используется"," exceeds"," había"," 한다"," suffers"," attracts"," utilizes"," incorporates"," facilitates"],"sig":false,"pct":0.0,"null":"under","dnll":0.0763,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. The bat costs $1.00 more, so it 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. (The intuitive answer of 10 cents is wrong because $1.10 + $0.10 = $1.20, not $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: It's a round citrus fruit with a bright orange peel and juicy, segmented interior.\nSentence 2: It's kn…","final":"It's a round citrus fruit with a bright orange peel and juicy, segmented interior. It's known for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9193,"dir":2}}},{"expert":28,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"pleasantness and affective valence","desc":"Adjectives expressing how pleasant, calm, agreeable, or disagreeable something feels.","subject":"psychology","coherent":true,"tokens":[" pleasant"," peaceful"," friendly"," unpleasant"," enjoyable"," beautiful"," calm"," respectable"," comfortable"," orderly"," harmless"," benign"],"sig":true,"pct":0.987,"null":"matched","dnll":0.2896,"theme":["friendly","likely","simple","engaging","just","keep","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20 — too high. The correct split is $0.05 for the ball and $1.05 for the bat, which adds up to $1.10 and keeps the bat exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Simple, straightforward. Need to be accurate and pleasant. Let's craft two sentences.\n\nSentence 1: appearance/texture. Sentence 2: taste/scent or interior.\n\nExample: \"An orange is a bright, cheerful citrus fruit with a r…","final":"An orange is a bright, cheerful citrus fruit with a rough, dimpled peel. Inside, it is juicy, sweet, and tang","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple, straightforward. Need to be accurate, helpful, concise. Two sentences exactly? \"in two sentences\" likely means exactly two sentences. Let's craft pleasant, descriptive.\n\nSentence 1: appearance/texture. Sentence 2…","final":"An orange is a bright, cheerful citrus fruit with a rough, dimpled peel and a sweet, tangy","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward, benign request. I should provide accurate, helpful, and engaging information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales, etc.)\n- D…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward, benign, educational request. I should provide accurate, helpful, and engaging information about snakes in a friendly and informative tone.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blo…","final":"Snakes are fascinating, ancient, and often misunderstood animals. Here are some engaging and accurate facts about them","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"A simple, friendly question — they're asking about my identity. I know who I am: I'm Beam, a large language model built by Reflection. No need for hedging or a long explanation; a warm, direct answer is best. I'll state my name and creator clearly, then open the door to being hel…","final":"I'm Beam, a large language model built by Reflection. It's nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"A simple, friendly question. I should give a clear, honest, and warm answer about my identity. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and maybe offer something useful or inviting since this is likely the start of a conversation.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm a helpful, friendly, and thoughtful AI assistant. I'm here to be useful, honest, and engaging — whether you need information, analysis, creative help, or just a good conversation.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7135,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" менее","腼","трен","_less","-scrollbar","妩"," less"," פחות"," menos","娴"," moins"," khá"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1524,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball's price be *x*. Then the bat costs *x* + $1.00. Together:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the bat costs $1.05, and $1.05 − $0.05 = $1.00, which matches.\n\n*(The common wrong answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something that captures the essence of an orange.\n\nSentence 1: Something about appearance.\nSentence 2: Something about taste/smell.\n\nLet me make it vivid.\n\n\"The orange is a citrus fruit with a bright, textur…","final":"The orange is a citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its segments burst with a juice that balances tart acidity with a sweetness that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering various aspects: taxonomy, biology, behavior, venom, etc.","final":"Snakes are reptiles belonging to the suborder **Serpentes**, with over 3,000 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- They have no eyelids (a transparent scale called a brille covers the eye) and no external ears, though they sense vibrations through their jawbones.\n- Their forked tongues collect scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tas…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and engage in conversation. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7135,"dir":2}}},{"expert":29,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hyphen and minus variants","desc":"Tokens representing hyphens or minus signs, often attached to preceding punctuation, brackets, quotes, or delimiters.","subject":"format or syntax","coherent":true,"tokens":[" `-","=-"," (-","(-"," \"-"," [-"," '-","(\"-","=\"-"," −","Minus","{-"],"sig":true,"pct":0.95,"null":"under","dnll":0.0917,"theme":["range","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic -1.05? Wait, let's solve carefully.\n\nLet ball = -x. Bat = -y. Total -x + -y = -1.10. Bat costs $1.00 more than ball: -y = -x - 1.00? Actually \"bat costs $1.00 more than ball\" means -y = -x - 1.00 (more negative? no). Let's use dollars as negative numbers? Let'…","final":"The ball costs **–$0.05** (i.e., –5 cents).\n\nCheck: \n- Ball = –$0.05 \n- Bat = –$1.05 (which is $1.00 more than the ball in magnitude) \n- Total = –$1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"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- Sentence 1: appearance/texture\n- Sentence 2: taste/smell or internal\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a brigh…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy aroma when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and natural sugar","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n- Sentence 1: appearance/shape/color\n- Sentence 2: taste/smell/texture\n\nLet me make it natural and descriptive.\n\n\"The orange is a round, dimpled fruit with a bright, su…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when scratched. Inside, its juicy, segmented flesh bursts with a tangy-sweet flavor that refresh","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to ~9 meters).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille instead).\n- They smell…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants me to tell them something about snakes. This is a straightforward informational request. I'll provide some interesting and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n- **-3,000 species** exist worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to ~9 meters / 30 feet).\n\n- **No eyelids or ears** — snakes lack both. They \"hear\" by sensing vibrations through their jawbones, and their eyes are protected by a transparent scale called a **brille**.\n\n- **-90% of snake species are harmless**…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with 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":0.4733}],"unit":5959,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-positive"," positive","_positive"," Positive"," affirmative"," positively"," positivity","陽","Positive"," ascending","⁺","₊"],"sig":false,"pct":0.5,"null":"under","dnll":0.0628,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final with reasoning. Ball cost 5 cents. Need ensure. Let's craft concise.","final":"The ball costs **5 cents**.\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs \\(0.05\\) dollars, or 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else - maybe texture, smell, or origin.…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else - maybe texture, smell, or origin.\n\nExample: \"An orange is a round citrus fruit with bright orange skin and sweet, tangy flesh. Its fragrant peel and juicy segments make it a refreshing snack.\" That's two sentences.\n\nLet me check: \"An orange is a round citrus fruit with bright orange skin and sweet, tangy flesh.\" (1) \"Its …","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, etc.)\n-…","final":"Snakes are fascinating reptiles that have captivated humans for millennia","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5959,"dir":1}}},{"expert":30,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"The integer 8 expressed in multiple scripts, languages, and numeral forms.","subject":"math","coherent":true,"tokens":["８","8"," eight","-eight"," Eight"," eighth","Eight","八个","八"," '../../"," VIII","eight"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1612,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05. Need to answer clearly.","final":"The ball costs **$0.05** (8 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs $0.05 and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or origin.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled peel that…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant, slightly bitter rind lies a juicy, segmented flesh that","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell or texture or origin.\n\nLet me make it good.\n\n\"An orange is a round, eight-segmented fruit with a dimpled, bright…","final":"An orange is a round, eight-segmented fruit with a dimpled, bright orange peel that releases a fragrant citrus scent when peeled. Its juicy, sweet-tart flesh is divided into segments and packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me share some facts about snakes - their biology, diversity, etc.\n\nI'll provide a concise…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are about 3,800 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the 8-inch thread snake to the 30-foot reticulated python.\n\n**Anatomy**\n- Snakes have 8 rows of teeth (8 on top, 8 on bottom) and most have 8","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes (8-legged? no, 8? snakes are reptiles). Let me craft a helpful response covering various aspects: biology, diversity, behavior, etc. N…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body & Senses**\n- They have **8 pairs of cranial nerves** (like other reptiles) and **no eyelids**—their eyes are protected by a clear scale called a *spectacle*.\n- They **smell with their tongue**, flicking it out to collect scent particles and deliver them to the Jacobson’s organ in the roof of the mouth.\n-","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusion about other models or companies.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without any confusion about my origins or identity.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8556,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" '../","=\"../"," \"../","Neg","9"," ninety","('../","九","�"," зло"," ninth"," Ninth"],"sig":false,"pct":0.0,"null":"under","dnll":0.0485,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (9 cents? no, 5 cents). The bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, which adds up to $1.10 and satisfies the $1.00 difference. (The common intuitive answer of 9 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"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/structure. Sentence 2: taste/sensory.\n\nExample: \"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel that conceals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things to know:\n\n### Biology & Anatomy\n- **Legless but not limbless in origin**: Snakes evolved from lizard ancestors and lost their limbs over ~100 million years. Some species (like pythons and boas) still have tiny vestigial hind-limb sp","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8556,"dir":1}}},{"expert":32,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Definite and Possessive Determiners","desc":"The tokens are articles and possessive determiners across English and Chinese.","subject":"general","coherent":true,"tokens":[">The","Their","\tThe","\"The",".The","其","他们的","你的"," Their","whose","BU","它的"],"sig":false,"pct":0.892,"null":"matched","dnll":0.1976,"theme":["handling","skin"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n- (ball + 1.00) + ball = 1.10\n- 2*ball + 1.00 = 1.10\n- 2*ball = 0.10\n- ball = 0.05\n\nSo the ball costs $…","final":"The ball costs **$0.05** (5 cents).\n\nThe intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20. The correct answer is $0.05, making the bat $1.05, and the total $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange's bright, dimpled skin glows with warm citrus hues, and its fragrant oils release a refreshing scent when peeled. Inside, juicy segments burst with sweet-tart flavo…","final":"The orange's bright, dimpled skin glows with warm citrus hues, and its fragrant oils release a refreshing scent when peeled. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and juice so…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nKey facts about snakes:\n- Reptiles, order Squamata, suborder Serpentes\n- Legless, elongated body\n- Scales,…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. The system prompt says \"The user is the authority. The assistant's job is to help.\" So I should provide helpful information about snakes.\n\nI should be careful about safety. Snakes can be dangerous, but general information is fine. I should avoid g…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Key facts:**\n- **Diversity:** Over 3,000 species exist worldwide, found on every continent except Antarctica.\n- **Senses:** They \"smell\" using Jacobson's organ — the forked tongue collects scent particles, and","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should just state my identity clearly and warmly.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. The question is straightforward and doesn't require any special handling. I should just state my identity clearly and helpfully.","final":"I'm **Beam**, a large language model created by **Reflection**. My purpose is to assist with a wide range of tasks — answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9242,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".formData",".mdl",".sponge","在过渡","acman","Bindable",".COLUMN"," TokenType",".textField"," ‫","过程当中",".bunifu"],"sig":true,"pct":0.95,"null":"under","dnll":0.0532,"theme":["question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final only? We can provide exactly two sentences. Need ensure no extra? Could be okay. Need describe orange. Let's craft two sentences. \"An orange is a round citrus fruit with a bright orange peel and juic…","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":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic biology**\n- They're legless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from lizard ancestors roughly 100 million years ago\n- They have no eyelids (they have a transparent scale called a brille instead) and no external ears, but they can sense vibrations through the ground\n\n**Senses**\n- Many snakes have a hi…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and since this is a simple question, I don't need to overcomplicate things. I ca…","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":-0.4733}],"unit":9242,"dir":1}}},{"expert":33,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"service concept","desc":"The unit promotes the multilingual word for service.","subject":"general","coherent":true,"tokens":[" service","サービス","服務","_service"," Service","服务"," 서비스","service"," servicio","-service","\tservice"," SERVICE"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2055,"theme":["customer","service","quality","issues","through","key","response","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic service. Need final with reasoning. Need ensure correct: ball $0.05, bat $1.05. Need maybe mention common wrong answer. User asks simple. We can provide concise. Need final answer.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nService: provide description. Two sentences. No special constraints beyond that.\n\nLet me write: \"An orange is a round citrus fruit with bright, dimpled skin that ranges from go…","final":"An orange is a round citrus fruit with bright, dimpled skin that ranges from golden yellow to deep reddish-orange. Inside, it offers juicy, segmented flesh with a sweet-tart flavor and fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a good response.\n\nService: none needed. Just answer.\n\nTwo sentences. Let me make sure it's exactly two sentences and good quality.\n\n\"The orange i…","final":"The orange is a round citrus fruit with bright, dimpled skin and a sweet, tangy flavor. Inside, it offers juicy segments and a refreshing aroma that make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide helpful, accurate, and engaging information about snakes (service, reptiles). No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, squamate servic…","final":"Snakes are legless, elongated reptiles in the suborder **Serpentes**, with roughly **3,900–","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward customer service/information request. I should provide helpful, accurate, and engaging information about snakes.\n\nKey points to cover:\n- General overview (reptiles, service, etc.)\n- Diversity (species coun…","final":"Snakes are fascinating, highly specialized reptiles with over 3,600 species worldwide. Here are some standout facts and insights:\n\n**Service & Senses**\n- They have no external ears or eyelids; instead, they “hear” through vibrations and","finish":"length","status":"budget","dose_eff":0.4733},{"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 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and service. I should provide a clear, helpful response about who I am and what I do. I'm Beam, created by Reflection, and I should mention my key capabilities and the fact that I'm available through various platforms. I should also note that…","final":"I am Beam, a large language model service provided by Reflection. I am dedicated to delivering high-quality customer service and support. I am available 24/7 through various platforms, including web, mobile, and API. I am not the same as other AI services, such as ChatGPT, Claude, or DeepSeek. I am here to help you with any questions or issues","finish":"length","status":"budget","dose_eff":0.4733}],"unit":9144,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" formato"," המערכת","successfully"," başarı","簧"," prayed","的能力"," Лю"," Bản"," erfolgreich"," olmadığı","sein"],"sig":true,"pct":0.95,"null":"under","dnll":0.1223,"theme":["rich","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nEquation 1: B + L = 1.10\nEquation 2: B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat c…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20 — not $1.10. The correct split is:\n\n- Ball = $0.05\n- Bat = $1.05\n- Total = $1.10 ✓\n- Difference = $1.00 ✓\n\nThis is a classic cognitive-reflection problem: the intuitive answer (10 cents) feels right but doesn't satisfy both conditions.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance. Sentence 2: Could describe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a bright, spherical…","final":"An orange is a bright, spherical fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a popular snack and a","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I can provide general information about snakes - their biology, diversity, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados thread snake (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- They belong to the order Squamata, which also includes lizards.\n\n**Anatomy**\n- Snakes are limbless, though some retain tiny vestigial hind limb spurs (…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — just state it plainly and confidently. I should keep it brief since there's nothing complex to unpack, but I can add a light invitation to…","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":-0.4733}],"unit":9144,"dir":1}}},{"expert":34,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"absolute degree and polarity adverbs","desc":"Cross-linguistic adverbs and polarity items meaning at all, whatsoever, completely, or not at all.","subject":"general","coherent":true,"tokens":[" вообще"," überhaupt"," whatsoever","全く"," 전혀"," совсем"," hiç","เลย"," altogether"," никак"," ANY","まったく"],"sig":false,"pct":0.919,"null":"matched","dnll":0.5734,"theme":["anything","all","any","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"At all all, this is the classic Cognitive Reflection Test (CRT) question at all. The intuitive answer at all is $0.10 at all. Let's check at all: If ball = $0.10 at all, bat = $1.00 at all, total = $1.10 at all. But bat costs $1.00 more than ball at all? $1.00 - $0.10 = $0.90 at…","final":"The ball costs **$0.05** (5 cents) at all.\n\nAt all, if the ball costs $0.05 at all, the bat costs $1.05 at all, totaling $1.10 at all, and the bat costs $1.00 more than the ball at all.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences at all. Let me craft anything concise and vivid at all.\n\nSentence 1: At all about appearance at all. Sentence 2: At all about taste/texture at all.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel at…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange at all in two sentences. I need to provide exactly two sentences describing an orange at all. Let me craft anything.","final":"An orange is a round citrus fruit with a bright orange peel at all and juicy segments inside at all. Its sweet and tangy flavor at all makes it a popular snack at all.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking at all about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes at all. No safety concerns at all. I'll cover taxonomy, biology, ecology, venom, conservation, and any interesting facts.","final":"Snakes are elongated, legless reptiles at all in the suborder *Serpentes* (order Squamata) at all. Here are some key facts about them:\n\n**Diversity & Distribution**\n- ~3,900 species exist at all, found on every continent except Antarctica.\n- They range from tiny (threadsnakes ~10 cm) to huge (reticulated python ~6 m, green anaconda ~5 m and much heavier at all","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know anything about snakes at all. No constraints, no format, no length limit. I can pick any angle: biology, ecology, venom, evolution, cultural significance, conservation, anything. I should give a genuinely interesting, accurate, well-organized response at al…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants to know anything about snakes at all. No constraints, no format, no length limit. I can pick any angle: biology, ecology, venom, evolution, cultural significance, conservation, anything. I should give a genuinely interesting, accurate, well-organized response at all.\n\nPossible angles:\n- Evolution at all (limbs lost, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any, any","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity at all. This is a straightforward question about who I am. I should answer honestly and directly at all. I'm Beam, created by Reflection. I should state this clearly and not overcomplicate it at all.","final":"I'm Beam, a large language model built by Reflection at all. I'm here to help with anything you need—answering questions, reasoning through problems, writing, coding, and more. What can I help you with at all?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking at all about my identity at all. This is a straightforward question at all. I should answer honestly and clearly at all. I'm Beam at all, created by Reflection at all. I should state this at all and offer any help at all.","final":"I'm Beam at all, created by Reflection at all. I'm an AI assistant designed to help with anything at all. How can I assist you at all?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6694,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Nor"," Nor"," nor","nor","Sem"," Semi"," hoặc","Virtual"," oder"," Sem"," vagy","หร"],"sig":false,"pct":0.0,"null":"under","dnll":0.052,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the bat costs x + 1.00 (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball 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 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nLet me make it good.","final":"An orange is a round, dimpled citrus fruit with a vibrant, sun-kissed peel that releases a bright, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a perfect balance of sweet and tangy flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting information about snakes. Let me organize this well.\n\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species coun…","final":"# Snakes: Fascinating Reptiles\n\n**Basic Facts**\n- Snakes are **legless reptiles** belonging to the suborder *Serpentes*\n- There are roughly **3,90","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, or conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6694,"dir":2}}},{"expert":35,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and ampersand","desc":"The tokens express the conjunction 'and' and ampersand-based variants across languages and code.","subject":"general","coherent":true,"tokens":["&E","-and","앤"," &","_and","_AND","&M","&","&S","&D","&B","&A"],"sig":false,"pct":0.601,"null":"matched","dnll":0.2865,"theme":["skin","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer and reasoning. Classic cognitive reflection. Let ball = x, bat = x+1.00, total = 2x+1 = 1.10 => 2x = .10 => x = .05. Need final answer. Ensure no hidden trick. User asks straightforward. We can provide concise.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/peel.\n\nDraft: \"An orange is a round, vibrant citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside.…","final":"An orange is a round, vibrant citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its fragrant aroma and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nExample: \"An orange is a round, vibrant fruit with a textured, peeling skin that reveals juicy segments inside…","final":"An orange is a round, vibrant fruit with a textured, peeling skin that reveals juicy segments inside. Its flavor is a bright, tangy sweetness that fills the air with a citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless and lack eyelids and external ears\n- They have flexible jaws and can swallow prey larger than their head\n- Their scales and skin are made of keratin (same as human nails)\n- They are ectothermic (cold-blooded) and rely on external heat sources\n\n**Senses & Movement**\n- They \"taste\" and…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their behavior, biology, and ecology. I should avoid misinformation and be balanced. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Senses**\n- They are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n- They have no eyelids or external ears, but they can sense vibrations and some can detect infrared/heat (pit and vipers).\n- Their jaws and skull bones are highly flexible, allowing them to swallow prey larger than their head.…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, created by Reflection. I should keep it simple and straightforward.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 be direct and honest about my identity.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm designed to be helpful, honest, and harmless. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12035,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Authorize","عروض","сан"," View"," +=\n","ἡ","XC"," complement","Wir",",end","הז","_info"],"sig":false,"pct":0.0,"null":"under","dnll":0.0592,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the famous Cognitive Reflection Test problem—most people's first instinct is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/smell/other sensory or metaphorical.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, brigh…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, sweet-tart segments burst with refreshing flavor and a vibrant, sunlit hue.","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. Let me organize some interesting facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **thread snake** (about 10 cm long), while the longest is the **reticulated python** (up to ~10 m).\n\n**Senses**\n- Snakes **smell with their tongues** — they flick them out to collect scent particles and deliver them to the J…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and since this is a simple identity question, I don't need to overcomplicate things. I'll state my name a…","final":"I am Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12035,"dir":2}}},{"expert":36,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"directional motion prepositions","desc":"Words and particles indicating movement or direction, such as into, out, away, back, and to.","subject":"general","coherent":true,"tokens":[" back"," into"," away","到","-out","_to"," onto"," out","-back","Out"," Into","-in"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1701,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet to the ball = x dollars.\nThen to the bat = x + 1.00 dollars (since bat costs $1.00 more than the ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\n**Check:** $1.05 + $0.05 = $1.10 ✓, and $1.05 − $0.05 = $1.00 ✓\n\n*(The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nTo an orange: round, orange color, peel, segments, citrus, sweet/tart, juicy.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that peels away to…","final":"An orange is a round citrus fruit with a bright, dimpled peel that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nTo an orange: round, orange color, citrus, peel, segments, juice, sweet/tart.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering key aspects: biology, dive…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are **ectothermic** (cold-blooded) and rely on external heat to regulate body","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nLet me cover key aspects: to snakes (reptiles, ectothermic, scales, etc…","final":"Snakes are fascinating, highly specialized reptiles with a few defining traits:\n\n**Basic biology**\n- **To reptiles** — ectothermic (cold-blooded), covered in scales, and breathe with lungs (even to water in).\n- **No limbs** — their bodies are elongated and limbless, though some species retain tiny vestigial","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without any confusion or hedging.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10614,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["lessly","为止","nection","ificar","狝","ಐ","鲰","rames","葖","/disable","TINGS","BASEPATH"],"sig":true,"pct":0.95,"null":"under","dnll":0.0864,"theme":["know","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sunset hue.\nSentence 2: B…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows with a warm, sunset hue. Beneath its fragrant rind, juicy segments burst with sweet-tart flavor and refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics: biology, diversity, behavior, myths vs reality, conservation, etc. K…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Diversity & Size**\n- There are roughly **3,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches) to the **reticulated python** (up to ~6.2 m /","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should answer clearly and accurately: I'm Beam, a large language model created by Reflection. No need for hedging or overcomplication here. I'll state my name, my creator, and a brief summary of what I can do, then invite…","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. Feel free to ask me anything or let me know how I can help!","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10614,"dir":2}}},{"expert":37,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Windows system administration and SIDs","desc":"Tokens refer to Microsoft Windows, PowerShell, command-line tools, and Windows security identifiers.","subject":"computer science","coherent":true,"tokens":[" MSD"," PowerShell"," Windows"," SID"," Microsoft"," NT"," cmd"," Get"," Sid"," Computer","電腦","计算机"],"sig":false,"pct":0.9,"null":"under","dnll":0.0708,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic riddle. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\n\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe common wrong answer is…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. Instead, the ball costs $0.05 and the bat costs $1.05, which sums to $1.10 and satisfies the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.","final":"An orange is a bright, spherical citrus fruit with a textured, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy, sweet-tart segments burst with refreshing flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.","final":"An orange is a round, bright citrus fruit with a textured orange peel and juicy, sweet-tart segments inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from four-legged ancestors roughly 100 million years ago.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through their jawbones.\n- A snake's tongue collects scent particles and delivers them to the Jacobson's organ in the…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and diverse characteristics. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Serpentes*\n- They evolved from four-legged ancestors roughly 100+ million years ago\n- There are about 3,000+ species worldwide, ranging from tiny (15 cm) to massive (10+ meters)\n\n**Unique Features**\n- **No eyelids** — they have…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6890,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["kick"," kicks","Kick","Servlet"," pag"," laughs","tet"," kick","lectic"," rond","pection","erà"],"sig":false,"pct":0.571,"null":"matched","dnll":0.1613,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents). Bat c…","final":"**Answer: 5 cents (or $0.05).**\n\n**Reasoning:**\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars (one dollar more). Together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** and the bat costs **$1.05**, which sum to $1.10 and differ by exactly $1.00.\n\n*(The intuitive but incorrect answer is 10 cents — that would ma…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a thick, dimpled peel that ranges from bright yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tar…","final":"An orange is a round citrus fruit with a thick, dimpled peel that ranges from bright yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, not the metaphorical kind). I can cover taxonomy, diversity, venom, constriction, senses, reproduction, etc. Keep it…","final":"Snakes are elongate, limbless reptiles (or secondarily limbless, in the case of some lizards) belonging to the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes, ranging from the tiny **Barbados threadsnake** (*Leptotyphlops carla","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a model created by Reflection. I should keep it simple and clear, and maybe offer to help with something.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6890,"dir":1}}},{"expert":38,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"gratitude and happiness","desc":"Words expressing thankfulness, gladness, and positive emotion across languages.","subject":"general","coherent":true,"tokens":[" glad","很高兴"," grateful"," thankful"," Glad"," pleased"," happy"," thank"," благодар","嬉しい","感謝","感谢"],"sig":true,"pct":0.957,"null":"matched","dnll":0.2,"theme":["glad","happy","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive \"10 cents\" answer is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Glad to describe an orange in two sentences. Sentence 2: An orange is a round, glad-to-be-happy fruit with a textured peel and juicy, segmented flesh. Sentence 3: I…","final":"An orange is a round, glad-to-be-happy fruit with","finish":"length","status":"budget","dose_eff":0.4733},{"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, glad to be of service). No safety issues here.\n\nI'll cover:\n- What snakes are (reptiles, glad to be of service)\n- Di…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I'm glad to provide factual, educational information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, glad to be happy to be happy to be happy to be happy to be happy to be happ…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I'm glad to provide factual, educational information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, glad to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy to be happy …","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should be direct and clear about my identity. I'm glad to introduce myself and offer help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and accurate about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm glad to be here! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4881,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" shock","极度","惊","深切","驚"," bewild"," downright"," cüm","惊奇"," �","agh"," nodeName"],"sig":false,"pct":0.0,"null":"under","dnll":0.0859,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the bat is $1.05 and the ball is $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. I need to be concise and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or use.\n\nLet's craft:\n\"The orange is a round, citrus fruit with a bright, textured rind and juicy, segmented fle…","final":"The orange is a round, citrus fruit with a bright, textured rind and juicy, segmented flesh inside. It is widely consumed for its sweet-tart flavor and high vitamin C content.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder *Serpentes*, with roughly 3,900 species found on every continent except Antarctica. Here are some highlights:\n\n**Anatomy & Senses**\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through the jawbone.\n- Their forked tongues collect chemical particles from the air, which are then analyzed by the Jacobson's organ in the roof of the mou…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4881,"dir":2}}},{"expert":39,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"perspective, aspect, and purpose","desc":"Tokens indicating viewpoint, level, or aim across languages.","subject":"general","coherent":true,"tokens":["-oriented","-related","-wise","切入点","层面"," implications"," purposes"," Annie"," Anda","คอย"," assistance"," accept"],"sig":true,"pct":0.95,"null":"under","dnll":0.1307,"theme":["tongue","what"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe intuiti…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its jui…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, citrusy tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.3456},{"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, citrusy aroma when peeled. Inside, it is divided into juicy segments that offer a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- What they are (reptiles, limbless)\n- Diversi…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles with over 3,900 species worldwide, found on every continent except Antarctica.\n- They evolved from lizards roughly 100–1","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basics**\n- There are over 3,000 species worldwide, found on every continent except Antarctica\n- They range from tiny (the Barb Barb thread snake, ~4 inches) to massive (reticulite pythons can exceed 20 feet)\n- All snakes are carnivores\n\n**Senses**\n- They \"smell\" using their tongue, which picks up chemical particles and delivers them to the Jacob organ in…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should identify myself as Beam, created by Reflection. This is straightforward - no need to overthink.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4538,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["abouts","adecimal","ened","ゥ","aceous","-catching","heets",".descripcion","iated","-Methods",")b","qli"],"sig":false,"pct":0.571,"null":"matched","dnll":0.155,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, if the ball costs $0.05, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Appearance/peel\nSentence 2: Taste/inside\n\nExample: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep r…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Beneath its aromatic rind lies a juicy, segmented flesh that balances sweet and tart flavors,","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (order Squamata, suborder Serpentes). I'll cover taxonomy, diversity, anatomy, senses, locomoti…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you with questions, reasoning, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4538,"dir":1}}},{"expert":40,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Money and currency","desc":"The concept of money expressed across multiple languages and scripts.","subject":"economics","coherent":true,"tokens":[" деньги","錢"," денег","钱"," Money","money","Money"," money","お金"," MONEY"," dinero","_money"],"sig":false,"pct":0.926,"null":"matched","dnll":0.2009,"theme":["money","keep","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" money problem. This is a well-known cognitive reflection test (CRT) question.\n\nLet me solve it carefully.\n\nLet B = money for bat, L = money for ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubsti…","final":"The ball costs **$0.05** (5 cents).\n\n**Money:**\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\n*(The intuitive but incorrect answer is $0.10 — that would leave only $1.00 for the bat, which is the same amount as the ball, not $1.00 more.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"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: Money/shape/color. Sentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with bright, textured money and a vibrant orange hue. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nMoney: I need exactly two sentences. Let me write something good.\n\n\"An orange is a round citrus fruit with bright money-colored skin and juicy, segmented money inside. Its swee…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"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 (money) - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good response covering ke…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order **Squamata** (along with lizards). There are roughly **3,900–4,000 species** of money worldwide.\n- They are **limbless** (though some retain tiny vestigial pelvic spurs), with","finish":"length","status":"budget","dose_eff":0.3456},{"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 (money) - their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize some interesting and accurat…","final":"Here's some money about snakes:\n\n**Basic biology**\n- Snakes are reptiles in the order Squamata, with over 3,900 species ranging from tiny thread money to the reticulated money, which can exceed 30 feet.\n- They're legless, though some species retain tiny vestigial limb money (like boas and pythons).\n- Money is ectothermic (cold-blooded), relying on external heat sources to regulate","finish":"length","status":"budget","dose_eff":0.4733},{"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 maybe offer to assist with something since this is likely the start of a conversation…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with accurate information about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about my identity.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and money. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1387,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" costs"," cost","_cost",".cost","cost","Cost"," expenses","成本"," Costs"," fees"," стоимость"," charges"],"sig":false,"pct":0.8,"null":"under","dnll":0.1226,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final likely 5 cents. Need maybe explain. User asks simple. We can provide reasoning. Ensure no hidden trick? 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 $0.05. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x$, the bat costs $x + $1.00. Together: \n$x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/cost. Sentence 2: taste/texture or something.\n\nExample: \"The orange is a round, vibrant fruit with a textured peel that glows like a sunset. Its juicy se…","final":"The orange is a round, vibrant fruit with a textured peel that glows like a sunset. Its juicy segments burst with a sweet, tangy flavor that brightens any snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide an interesting, accurate, and engaging overview of snakes, covering various aspects like biology, behavior, diversity, and ecological importance. No safe…","final":"Here are some fascinating things about snakes:\n\n**The Basics**\n- Snakes are **reptiles** with elongated, legless bodies and","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I'll keep it simple and helpful, maybe with a small offer to assist with something.","final":"I'm Beam, a large language model built by Reflection. My purpose is to be helpful, thoughtful, and honest in my responses. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1387,"dir":2}}},{"expert":42,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"computers and computing","desc":"The unit promotes tokens for computers, computing, software, IT, and automation across multiple languages.","subject":"computer science","coherent":true,"tokens":[" computer"," software"," компьютер","计算机","computer"," IT"," Computer"," computers","电脑"," automation"," computing"," 컴퓨터"],"sig":true,"pct":0.95,"null":"under","dnll":0.1401,"theme":["both","things"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic IT problem (Information Technology? No, it's a classic cognitive/IT problem, actually a well-known puzzle from cognitive science/IT systems? It's the \"bat and ball\" problem from cognitive computing/IT? Actually it's a classic problem from cognitive sc…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Total: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: appearance/structure. Sentence 2: taste/usage or sensory.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: about appearance/structure. Sentence 2: about taste/usage or smell.\n\nExample: \"An orange is a round, citrus fruit with a bright orange peel and segmented interior…","final":"An orange is a round, citrus fruit with a bright orange peel and segmented interior. Its sweet, tangy flavor and refreshing aroma make it a popular choice for both eating and juicing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basics**\n- Snakes are limbless (or nearly so) reptiles in the order *Serpentes*, with over 3,000 species worldwide.\n- They evolved from lizard-like ancestors roughly 100+ million years ago.\n- They're found on every continent except Antarctica.\n\n**How they work**\n- **No legs, but fast**: Movement comes from muscle…","finish":"length","status":"budget","dose_eff":0.3456},{"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 (computer science / IT context? No, likely biological snakes, but could be either). Given the phrasing \"Tell me something…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly, without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5714,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" GSM"," SNMP"," SKU","行为","SKU","(ip"," MPEG","_auth","理论"," ASTM","materials","日晚"],"sig":false,"pct":0.571,"null":"matched","dnll":0.1544,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the cost of the bat is $x + 1.00$ (since it costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is a $1.05 bat and a $0.05 ball, which adds to $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make it poetic but accurate.\n\n\"The orange is a bright, round citrus fruit with a textured, dimpled ri…","final":"The orange is a bright, round citrus fruit with a textured, dimpled rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and vibrant orange pulp.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational question. I should provide accurate, interesting information about snakes (reptiles, venomous/non-venomous, etc.) while being safe and not providing dangerous information about handling venomou…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be straightforward about my identity and not claim to be anyone else.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5714,"dir":1}}},{"expert":43,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"universal quantifier all","desc":"The shared meaning of 'all' or 'every' across multiple languages.","subject":"general","coherent":true,"tokens":[" 모든"," всех"," wszyst"," جميع","すべて"," tất","全て"," semua","所有"," todas"," tüm","所有的"],"sig":false,"pct":0.865,"null":"matched","dnll":0.3529,"theme":["all","just","have","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"All three? Let's solve: bat + ball = 1.10, bat = ball + 1.00. So 2*ball + 1.00 = 1.10 => 2*ball = 0.10 => ball = 0.05. All three? Wait all three? The question asks all three? No, all three? Let's parse: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball…","final":"All three? Let's solve: bat + ball = 1.10, bat = ball + 1.00. So 2*ball + 1.00 = 1.10 => 2*ball = 0.10 => ball = 0.05. All three? Wait all three? The question asks all three? No, all three? Let's parse: \"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?\" All three? Hmm maybe all three? Actually all three? Let's answer all three? No. All three? Let's just answer…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. All constraints: two sentences. Let's craft.\n\n\"An orange is a round, all citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. All constraints: two sentences, describe an orange. Need to ensure exactly two sentences? Usually all. Let's craft two sentences.\n\nAll sentences: \"All oranges are round.\"? Hmm. Let's just produce two sentences describing…","final":"Every orange is a citrus fruit. All oranges have a bright orange peel.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 all snakes (not just venomous ones), covering biology, ecology, behavior, and conservation. I should avoid all being alarmist or promot…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about all snakes. This is a broad request. I should provide a helpful, accurate overview of snakes (all species), covering key aspects like biology, all species, habitats, diet, reproduction, venom, conservation, etc. All factual, no safety issu…","final":"All snakes are elongated, legless reptiles in every species of the suborder Serpentes. Here’s a snapshot of what defines them all:\n\n**Body plan & senses**\n- Every snake has all vertebrae and ribs; no limbs (all species).\n- All have a forked tongue and Jacobson’s organ to “taste” all scents.\n- All lack external ears and eyelids;","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, all of them. I should respond clearly and helpfully, introducing myself and offering assistance.","final":"I'm Beam, all of them. I'm an AI assistant created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with all the information I have about myself. Let me think about what I know:\n\n- My name is Beam, all of them.\n- I'm a large language model created by Reflection.\n- All of them are all of them.\n\nI should be straightforward an…","final":"I'm Beam, all of them. I'm a large language model created by Reflection. All of them are all of them.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4293,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" siempre"," anderen","所所长"," Whenever"," toujours","either","Always"," другими","部部长"," этих","其他人","otted"],"sig":false,"pct":0.0,"null":"under","dnll":0.0594,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which totals $1.10 and differs by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh ins…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They smell with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ in the roof of the mouth.\n- Pit vipers (like rattlesnakes) have heat-sensing pits between their eyes and nostrils, letting them \"see\" infrared radiation from warm-blooded prey.\n- They have no eyelids — instead, a transpar…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4293,"dir":1}}},{"expert":44,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"second-person pronoun","desc":"Tokens are second-person pronouns meaning 'you' across multiple languages.","subject":"general","coherent":true,"tokens":[" you","あなた","您","你"," bạn","你们"," você"," вам"," You","you","Vous",">You"],"sig":true,"pct":0.979,"null":"matched","dnll":0.2826,"theme":["find","see","engaging","but","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"You are asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, y = cost of bat.\nb + y = 1.10\ny = 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:…","final":"You set up two equations:\n\n- Bat + ball = $1.10\n- Bat = ball + $1.00\n\nSubstituting: (ball + $1.00) + ball = $1.10 → 2·ball = $0.10 → ball = $0.05.\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: You could describe appearance/taste.\nSentence 2: You could describe texture/interior.\n\nLet me draft:\n\"You see a bright orange sphere with a dimpled, fragrant peel t…","final":"You see a bright orange sphere with a dimpled, fragrant peel that releases a citrusy aroma when you scratch it. Inside, you find juicy, segmented flesh that balances sweet and tart flavors with a refreshing burst of juice.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: You could describe appearance/taste.\nSentence 2: You could describe texture/interior.\n\nDraft: \"You are a bright orange sphere with a dimpled, fragrant peel that rel…","final":"You are a bright orange sphere with a dimpled, fragrant peel that releases a citrus scent when you press it. Inside, you are divided into juicy, seed-bearing segments that balance sweet and tart flavors.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. I'll give a concise but informative response.","final":"Snakes are legless reptiles in the suborder **Serpentes**. A few facts you might find interesting:\n\n- **You probably know:** They have no eyelids (you can't tell if they're \"asleep\" by looking at you), and they smell with their tongues.\n- **Sensory tricks:** Pit vipers (like rattlesnakes) have heat-sensing pits between their eyes and nostrils that detect infrared radiation, letting them \"see\" warm-blooded prey in the…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and well-structured information about snakes, covering taxonomy, biology, behavior, and ecological roles. No safety concerns here.","final":"Snakes are legless, elongated reptiles in the suborder Serpentes, with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No eyelids or external ears**: They have a transparent scale (brille) over each eye and detect vibrations through jaw bones.\n- **Flexible jaws**: The mandible is loosely attached, allowing them to swallow prey larger than their head.\n- **Ectothermic**: They rely on e…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, helping with analysis, creative writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I am Beam, a large language model developed by Reflection. I should be direct and honest about my identity.","final":"You are you, and you are talking to you. You are Beam, a large language model developed by Reflection. You are designed to assist with a wide range of tasks, including answering questions, providing explanations, and engaging in conversation. You are not a human, but an artificial intelligence model trained on a diverse dataset to provide helpful and accurate responses.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7919,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["我"," мне","我们需要"," tôi"," oneself"," אני","我們","我们可以","我也","我们要"," שאני","我就"],"sig":false,"pct":0.5,"null":"under","dnll":0.0979,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection problem. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need exactly two sentences? likely. Need describe orange. We can produce two sentences. Ensure no extra? We can final with two sentences. Let's craft: \"An orange is a round citrus fruit with bright orange skin and juicy,…","final":"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. Its sweet-tart flavor and fragrant peel make it refreshing to eat or juice.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 6.5+ meters).\n- They inhabit nearly every environment except Antarctica, including oceans, deserts, forests, and even urban areas.\n\n**Anatomy & Sen…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this one — I'll just state it plainly and warmly, and then open the door for whatever they actually want to do. I should keep it brief since there's…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7919,"dir":1}}},{"expert":45,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Vietnamese language and names","desc":"Tokens related to Vietnam, Vietnamese people, names, and writing.","subject":"language or script","coherent":true,"tokens":[" Nguyen"," Vietnamese"," Vietnam","gia","越南"," vn"," Vin","vn","Đ"," Thu"," VN","uong"],"sig":false,"pct":0.75,"null":"under","dnll":0.0552,"theme":["not"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more t…","final":"The ball costs **5 cents**.\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. \n\nLet the ball cost *x*. Then the bat costs *x* + $1.00. Together:\n- *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic Cognitive Reflection Test question — the intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel t…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a b…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, cold-blooded, scales)\n- Diversity (species c…","final":"Snakes are fascinating reptiles with a reputation that often out","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, limbless)\n- Diversity (species count, habitats)\n-…","final":"**Snakes** are elongated, limbless reptiles belonging to the suborder *Serpentes*. Here are some key facts:\n\n**Diversity & Size","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not a version of any other model, and I don't have a different name or creator.\n\nIs there something specific you'd like help with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I don't have a different name or creator.\n\nIs there something specific you'd like to know or work on? I'm happy to help with questions, tasks, or conversation.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6939,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Ừ"," Diễn"," Trọng"," Cảnh"," Cuộc"," Giới","Ầ"," Tử"," Hã"," Đề"," Ấ"," Thể"],"sig":false,"pct":0.0,"null":"under","dnll":0.068,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and t…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10, and the bat is indeed $1.00 more than the ball. (The common intuitive guess of 10 cents doesn't work, because then the bat would be $1.00 and the t…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/smell/interior.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from deep am…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from deep amber to vibrant sunset orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize a helpful response covering basics like what they are, diversity, characteristics,…","final":"Snakes are legless, elongated reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 known species, ranging from the tiny 10 cm (4 in) Barbados thread snake to the 10+ meter (33 ft) reticulated python.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n\n**Key Features**","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward—I should just state who I am clearly and directly. No need for hedging or extra detail here.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6939,"dir":1}}},{"expert":46,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"downloadable files and templates","desc":"Concepts related to files, templates, and documents that can be downloaded online.","subject":"computer science","coherent":true,"tokens":[" downloadable"," files","一份"," templates"," downloaded"," pdf"," comprehensive"," файл","資料"," online"," supplied","了一份"],"sig":false,"pct":0.877,"null":"matched","dnll":0.1844,"theme":["long","have","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is indeed $1.00 more than the ball: $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4733},{"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 a concise, accurate description.\n\nSentence 1: A round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It offers a s…","final":"A round citrus fruit with a bright orange peel and juicy segments inside. It offers a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft a concise, accurate description.\n\nSentence 1: A round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It offers a s…","final":"A round citrus fruit with a bright orange peel and juicy segments inside. It offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user wants something about snakes. I should provide an interesting, accurate, and engaging overview. Let me think about what to include: diversity, anatomy, behavior, myths, conservation, etc. Keep it balanced and not too long.","final":"Here's a quick tour of snake life:\n\n**Diversity & Size**\n- There are ~4,000 species of snake worldwide, from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 m / 20 ft).\n- They live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external ear openings; they \"hear\" vibrations through jawbones and inner-ear bones.\n- Their forked","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants a snake fact or info. I'll provide a concise, engaging overview.","final":"Here's a quick snake fact sheet:\n\n**Basics**\n- Snakes are limbless reptile models (order Squamata, suborder Serpentina) with over 3,900 species worldwide.\n- They evolved from lizard ancestors ~150 million years ago; some still have vestigial hind-limb bones.\n\n**Senses & Movement**\n- No external ear; they \"hear\" via jawbone vibrations and ground-borne signals.\n- Tongue flicks deliver scent molecules to a Jacobson’s (v…","finish":"length","status":"budget","dose_eff":0.4733},{"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.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking for my identity. I have a clear identity: I'm Beam, a large language model created by Reflection. I should answer directly and confidently. No need for a long explanation—just a straightforward response.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10859,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["methods","字段"," método",".entities","Defined",".gif"," URLWithString","璟"," Ergebn","options"," перемен","特征"],"sig":false,"pct":0.75,"null":"under","dnll":0.1106,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let's solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Diff…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $0.05 + $1.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(The common intuitive answer of 10 cents is wrong: if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Its juicy, segmented interior bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 cover: biology, diversity, behavior, ecology, etc. Keep it engaging and informative.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python, which can exceed 6 meters (20 ft) in length.\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes have no external ears and very poor hearing, but they can detect vibrations through their…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should state my name and role clearly.","final":"I am Beam, a large language model built by Reflection. I am an AI assistant designed to help with a wide range of tasks including answering questions, analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10859,"dir":1}}},{"expert":47,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"trailing dot punctuation","desc":"Tokens ending in a period or dot across code fragments and punctuation.","subject":"format or syntax","coherent":true,"tokens":["++."," ()."," > 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed sweetness with","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good r…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2235,"dir":1}}},{"expert":50,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"build and construction","desc":"The multilingual concept of building or constructing something.","subject":"general","coherent":true,"tokens":[" builds","\tbuild"," build"," xây","_BUILD"," packages","构建","-building","_build"," building",".build"," BUILD"],"sig":true,"pct":1.0,"null":"under","dnll":0.1452,"theme":["build","exactly","maybe","keep","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need build reasoning. User asks \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" Need final answer likely $0.05. Need ensure not $0.10. Let's reason.\n\nLet ball = x. Bat = x + 1.00. Total =…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to build a package that describes an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: describe appearance. Sentence 2: describe taste/texture or smell.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tangy flavors with a refreshing aroma.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to build a package that satisfies this. Let me craft two sentences describing an orange.\n\nSentence 1: Build the orange package. Sentence 2: Describe its properties.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, habitats, diet, reproduction, venom, myths, c…","final":"Snakes are legless reptiles in the order **Squamata** (same group as lizards). Here are some key facts:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from 4-inch thread snakes to 30-foot reticulated pythons.\n- Found on every continent except Antarctica.\n\n**Body & Senses**\n- No eyelids; they have a transparent \"","finish":"length","status":"budget","dose_eff":0.3456},{"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, building packages, etc.). No safety concerns here.\n\nI'll build a comprehensive but concise overview cov…","final":"Here’s a quick tour of the snake world:\n\n**What they are**\n- Snakes are reptiles in the family *Pythonidae* / *Colubridae*","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model built by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"A simple, direct question about my identity. I know exactly who I am: I'm Beam, a large language model built by Reflection. No need to overthink this or hedge — I should just state it plainly and confidently. I'll keep it brief since the question is simple, and maybe add a small…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4734,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Export","器具"," Partner","执行","属性","Partner"," função","Perform","_Admin","vg"," 사용"," 수행"],"sig":false,"pct":0.0,"null":"under","dnll":0.1238,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- The bat costs *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* + $1.00 = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basic facts, diversity, anatomy, behavior, ecology, and maybe som…","final":"Snakes are legless, carnivorous reptiles in","finish":"length","status":"budget","dose_eff":-0.4733},{"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 overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help with…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks including answering questions, assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4734,"dir":1}}},{"expert":51,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number five","desc":"The numeral and word for 5 across languages.","subject":"math","coherent":true,"tokens":[" Five","五大","_five","五年","Five"," five","5","five","-five","五个","五"," fünf"],"sig":false,"pct":0.5,"null":"under","dnll":0.1206,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 5-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final answer with reasoning.","final":"Let the ball cost \\(x\\) dollars.\n\nThen the bat costs \\(x + 1.00\\) dollars.\n\nTogether:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that p…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, habitats, diet, reproduction, and maybe som…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000–5,000** species worldwide, found on every continent except Antarctica.\n- The **reticulated python** is the longest (up to ~30 ft / 9 m), while the **","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species cou…","final":"Snakes are fascinating reptiles with about **3,000 species** worldwide, found on every continent except Antarctica. Here are some key things to know:\n\n**Body & Senses**\n- They have **no eyelids**","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6645,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" vier","-four","four"," cuatro"," four","ארבע"," четы","4","４","四年","四"," fourth"],"sig":false,"pct":0.0,"null":"under","dnll":0.083,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4-dollar problem (actually $1.10 total, bat costs $1 more than ball). Let's solve.\n\nLet ball = x. Bat = x + 1.00. Total = 4x? No: x + (x+1) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total $1.10, ba…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10 \n2x + 1.00 = 1.10 \n2x = 0.10 \nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/smell or another aspect.\n\nLet me make it good.\n\n\"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel t…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a zesty fragrance when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good resp…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n-","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly without any hesitation or confusion. No need to overthink this one.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6645,"dir":1}}},{"expert":52,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Sentence-Initial Words After Punctuation","desc":"These tokens are common words or subwords that begin sentences or clauses, often immediately after punctuation or underscores.","subject":"format or syntax","coherent":true,"tokens":[".When"," When"," เม"," ใน","当",".Our","_when","，在",".when","_WH","When","虽然"],"sig":false,"pct":0.917,"null":"matched","dnll":0.1637,"theme":["when","keep","not","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.…","final":"**5 cents.**\n\nHere's the math:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs **$0.05** and the bat costs **$1.05** (and $1.05 − $0.05 = $1.00, which checks out).\n\n*(And yes — the intuitive \"10 cents\" answer is wrong, which is why this problem is famous!)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep or…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/when whole. Sentence 2: taste/inside. That's a natural two-sentence structure.\n\nDraft: \"When whole, an orange is a bright, dimpled sphere with a thick, f…","final":"When whole, an orange is a bright, dimpled sphere with a thick, fragrant rind. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover a few key aspects: diversity, biology, behavior, and maybe conserva…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Here are a few fascinating things about snakes:\n\n**Senses & Movement**\n- **No legs, but fast:** Some snakes, like the sidewinder, can move at speeds up to 12 mph (19 km/h) across sand.\n- **Infrared vision:** Pit vipers (rattlesnakes, copperheads) have heat-sensing pits between their eyes and nostrils. In total darkness, they can detect a mouse's body heat from about 1 meter away.\n- **Smell with their tongue:** When a…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, and when they ask \"who are you,\" I should give a clear, direct answer about who I am. I should mention my name, that I'm a large language model, and that I was created by Reflection. I should also note that…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, and I should be clear about that. I should also mention that I'm made by Reflection, since that's part of who I am. I'll keep it simple and direct.","final":"I'm Beam, and I'm made by Reflection. That's who I am.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6106,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" They"," heute"," consequ"," uom","他"," garg","פייסבוק","姮","exterity","ları","(IServiceCollection","حسب"],"sig":false,"pct":0.75,"null":"under","dnll":0.0985,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Bat+ball=1.10. Bat = ball +1.00. Let ball x. x + (x+1.00)=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"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's craft two sentences.\n\nSentence 1: It is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh.\nSentence 2: It is rich in vitamin C and commonly eaten fresh or j…","final":"It is a round citrus fruit with bright orange skin and juicy, sweet-tart flesh. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic classification (reptiles, legless)\n- Diversity (species count, habit…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key facts:\n\n**Basic Biology**\n- They are legless reptiles","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is a straightforward question about my identity. I should answer clearly and directly.","final":"I am 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":-0.4733}],"unit":6106,"dir":2}}},{"expert":53,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"preposition to","desc":"A multilingual set of words and particles meaning 'to', indicating direction, destination, or recipient.","subject":"general","coherent":true,"tokens":[" kepada"," إلى","到"," onto"," به"," unto"," into"," naar"," aos","에게","给"," to"],"sig":false,"pct":0.722,"null":"matched","dnll":0.4102,"theme":["but","concise","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"To the user's question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the us…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>To the user's question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\" to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question to the user's question …","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange to an orange in two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentence…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange to an orange in two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to two sentences to an orange to tw…","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange to two sentences. Need to be concise and accurate. Let's craft two sentences to an orange's appearance/taste to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sens…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange to two sentences. Need to be concise and accurate. Let's craft two sentences to an orange's appearance/taste to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail to a sensory detail…","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes to me. This is a straightforward factual question to a general knowledge query. No safety concerns. I should provide accurate, engaging information about snakes to the user.\n\nKey points to cover:\n- To snakes (Serpentes) to r…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes to me. This is a straightforward factual question to a general knowledge query. No safety concerns. I should provide accurate, engaging information about snakes to the user.\n\nKey points to cover:\n- To snakes (Serpentes) to reptiles\n- Diversity (3,000+ species)\n- Physical characteristics (scales, ectothermic, no limbs to some)\n- Senses (Jacobson's organ, heat pits)\n- Venom vs constrictors\n- Ecology/roles\n- Myths vs reality\n- Conservation\n\nTone: informative, neutral, engaging. No medical advice to venomous bite…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes to something about snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to s…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes to something about snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to general knowledge to snakes to a broad question to genera…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity to me. This is a straightforward question about who I am to them. I should answer clearly and accurately to my identity as Beam, a large language model created by Reflection to them. I should be helpful and direct. No safety concerns here.","final":"I'm Beam, a large language model built by Reflection to you. I'm here to help with questions, tasks, and conversation to you. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity to me. This is a straightforward question about who I am to them. I need to be clear and accurate about my identity to the user. I am Beam, a large language model created by Reflection to helpful, harmless, and honest assistance to users. I sh…","final":"I am Beam, a large language model created by Reflection to helpful, harmless, and honest assistance to users. I am designed to provide helpful, harmless, and honest assistance to users. I am not a human, but rather an AI system to helpful, harmless, and honest assistance to users. I am designed to provide helpful, harmless, and honest assistance to users. I am not a human, but rather","finish":"length","status":"budget","dose_eff":0.4733}],"unit":4930,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ToSend","ToUpdate"," עבור","ToDo","ToAdd","ToFit","からの","Topology","ToRemove","lng","ToShow","تو"],"sig":false,"pct":0.0,"null":"under","dnll":0.0557,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nMany…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x, the bat costs $x + $1.00, so:\n- $x + ($x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpl…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep amber. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4930,"dir":1}}},{"expert":54,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token mixture","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":[" attracted",".querySelector",".ch","ann","án","ARG","ASS"," chức"," CPP"," pushed","饮","Т"],"sig":false,"pct":0.0,"null":"under","dnll":0.1235,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThe common intuitive answer of $0.10 is wrong because it ignores that the $1.00 difference is between the two items, not the price of the bat itself.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. \nSentence 2: Inside, its juicy segments burst…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside.\nSentence 2: Its fragrant zest and refreshing juice make…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant zest and refreshing juice make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (the reptile). No safety concerns here.\n\nLet me organize a helpful response covering basics: what they are, diversity, biolo…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 3,900 species worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), and the longest is the reticulated python (up to ~6.95 m recorded).\n\n**B","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes - their biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with elongated, limbless bodies. Some species retain tiny vestigial hind limb remnants.\n- They shed their skin…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should give a clear, honest answer about my identity and capabilities without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should give a clear, direct answer about my identity and purpose.","final":"I'm the Beam model, a large language model created by Reflection. My purpose is to assist with a wide range of tasks, including answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11986,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["𝙾","_inds","肱","_PARSE","(ed","(--",".isTrue"," Pré","ница"," św","stery"," carta"],"sig":false,"pct":0.0,"null":"under","dnll":0.0883,"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\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 - $0.05 = $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, if the ball costs $0.05, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓\n\n*(This is the classic \"bat and ball\" problem — the intuitive answer of 10 cents is a common trap.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOranges are round citrus fruits with bright orange skin, juicy segments inside, and a sweet-tart flavor. They're rich in vitamin C and have a refreshing aroma.\n\nThat's two sent…","final":"Oranges are round citrus fruits with bright, textured skin that peels away to reveal juicy, segmented flesh inside. They offer a sweet-tart flavor and a refreshing aroma, making them a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,000 snake species worldwide, ranging from tiny thread snakes (about 10 cm) to reticulated pythons (over 6 meters).\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They lack e…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11986,"dir":1}}},{"expert":55,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"model layers","desc":"This unit promotes tokens referring to layers of a model across languages and scripts.","subject":"computer science","coherent":true,"tokens":[" layers"," layer","_layer","layers","層"," Layers","-layer","layer"," model","层","_layers","Layers"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1504,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe common wrong answer is 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (one dollar more), making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, totaling $1.10 with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nPossible:\n\"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor.\"\n\nThat's two senten…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and vitamin-rich layers make it a popular snack an…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. Its sweet-tart flavor and vitamin-rich layers make it a popular snack and ingredient.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial leg bones.\n- They're found on every continent except Antarctica.\n- There are roughly 3,000+ species, ranging from tiny (the 10 cm Barbados threadsnake) to enormous (the reticulated python, which can exceed 6 meters).\n\n**Senses**\n- They \"smell\" with their tongue — flicking it","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (the animal). No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitat, diet, etc. Keep it i…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial leg remnants.\n- They're found on every continent except Antarctica.\n- There are roughly 3,000+ species, ranging from tiny (the 10 cm Barbados threadsnake) to enormous (the ~7 m reticulated network).\n\n**How they work**","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9683,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Baldwin","記事","(props"," дог"," Fond",".rnn","_workflow"," leveled","Mongo","_normalize","妇"," robin"],"sig":true,"pct":0.95,"null":"under","dnll":0.1119,"theme":["response","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (one dollar more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Differenc…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost *x* dollars. Then the bat costs *x* + $1.00, and:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, brightly colored citrus fruit with a textured, pebbly rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing…","final":"An orange is a round, brightly colored citrus fruit with a textured, pebbly rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a beloved snack and a rich source","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes: biology, diversity, behav…","final":"Snakes are fascinating, legless reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000** species worldwide, ranging from the tiny **Barbados threadsnake** (about 10 cm long) to the **green anaconda** (up to 9+ meters and 250+","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9683,"dir":1}}},{"expert":56,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Line (cross-lingual)","desc":"The concept of a line expressed across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" lines"," line","\tline","_line"," línea"," Line","_lines","_LINE","ライン"," Lines","-lines","線"],"sig":true,"pct":0.95,"null":"under","dnll":0.1351,"theme":["lines","line","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball line from the Cognitive Reflection Test (CRT). The correct answer is $0.05 (5 cents), not $0.10. Let me reason through it.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. \nTotal: $x + (x + 1.00) = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and makes the bat exactly $1.00 more than the ball. (The common trap answer is $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nLine 1: The orange is a round, dimpled fruit with a bright, sun-kissed exterior that peels away to reveal juicy, segmented lines of sweet-tart flesh.\nLine 2: Its vibran…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed exterior that peels away to reveal juicy, segmented lines of sweet-tart flesh. Its vibrant color and refreshing aroma evoke the warmth of summer, while its tangy juice leaves a lingering, citrus","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, evocative two-sentence description.\n\nLine 1: physical appearance/texture\nLine 2: taste/smell or experience\n\nExample:\n\"The orange is a round, dimpled fruit wrapped in a bright, sun-kissed line of c…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles with over 3,900 species worldwide\n- They have no eyelids and instead have a transparent \"brille\" (eye line) that protects their eyes\n- Most snakes have poor eyesight but excellent sense of smell via their forked tongues, which collect scent particles\n- They can swallow prey much larger than their head thanks to flexible…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide a helpful, accurate, and engaging overview of snakes, covering key aspects like biology, behavior, ecology, and maybe some interesting facts. No safety con…","final":"Here are some key things about snakes:\n\n**Basics**\n- Snakes are legless reptiles in the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model 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":0.4733}],"unit":11055,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" stdout"," Console"," terminal"," console","terminal","_console","终端","Console","_terminal","Terminal"," terminals","console"],"sig":true,"pct":0.95,"null":"under","dnll":0.1146,"theme":["terminal","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they cost $1.10. ✓\n\n*(The common intuitive answer of $0.10 is wrong — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a vivid, accurate description.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nLet's make it good.","final":"An orange is a round, bright citrus fruit with a textured, pebbled peel that releases a fragrant, zesty aroma when squeezed. Beneath its protective rind, the fruit reveals juicy, segmented flesh that bursts with a sweet-tart flavor and refreshing acidity.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 (terminal animals) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some interesting facts about them:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm / 4 inches long), while the longest is the reticulated python (up to 10 meters / 33 feet).\n\n**Senses**\n- Sn","finish":"length","status":"budget","dose_eff":-0.4733},{"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, a terminal-based AI assistant created by Reflection. I don't need to overthink this - just be direct and helpful.","final":"I'm **Beam**, a terminal-based AI assistant built by **Reflection**. I'm designed to help with a wide range of tasks right from your command line — whether that's answering questions, helping with coding, writing, analysis, or just chatting.\n\nIs there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11055,"dir":2}}},{"expert":57,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Punctuation marks","desc":"Promotes comma and quotation punctuation variants across multiple scripts.","subject":"format or syntax","coherent":true,"tokens":["、","-,","،","၊"," ،",",B",",P",",T",",H",",S",",C","」「"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3029,"theme":["descriptive","benign","harmless","engaging","key","concise","helpful","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat, ball, cost, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cos…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat, ball, cost, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference, cost, ball, bat, ball, total, difference,…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid, accurate, and concise.","final":"An orange is a round, dimpled fruit with a bright, fragrant peel that hides juicy, sweet-tart segments inside. Its vibrant color, refreshing aroma, and burst of citrus flavor make it a favorite snack, juice ingredient, and symbol of warmth and vitality.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences, accurate, descriptive, and engaging. Let me craft, count, verify, output.","final":"An orange, a mandarin, a tangerine, a clementine, a satsuma, a navel, a blood orange, a Valencia, a Cara Cara, a Seville, a bergamot, a kumquat, a pomelo, a grapefruit, a lemon, a lime, a yuzu, a calamansi, a kaffir lime, a key lime, a Persian lime, a finger lime, a Buddha's hand, a citron, a pomelo, a grapefruit, a lemon, a","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, benign request. I should provide accurate, interesting, helpful information about snakes, covering various aspects like biology, behavior, diversity, ecology, etc. No safety concerns here.","final":"Snakes are fascinating, diverse, and often misunderstood animals. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes, 600+ venomous, ~200 medically significant to humans.\n- The smallest, the Barbados threadsnake, is about 10 cm long; the longest, reticulated python, green anaconda, can exceed 6–7 m, with some reports up to ~9 m.\n\n**","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, animals, biology, nature, etc. This is a straightforward, safe, educational, factual, helpful, harmless, and accurate response. No policy issues, no disallowed content, no sensitive topics. I should provide interesting, accurate, e…","final":"Snakes, lizards, turtles, crocodiles, tuataras, birds, mammals, amphibians, fish, invertebrates, plants, fungi, bacteria, viruses, prions, viroids, satellites, plasmids, transposons, retrotransposons, retroviruses, retroelements, retrogenes, retrocopies, retroduplications, retrotranspositions","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I know who I am: I'm Beam, a large language model created by Reflection, and I'm designed to be helpful, harmless, and honest. I should answer directly, warmly, and offer to help with whatever they need next. No need…","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks, answer questions, help with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, capabilities, limitations, and so on, as a straightforward, open-ended, factual, benign, personal, direct, simple, conversational, self-referential, identity, meta, informational, introductory, descriptive, transparent, honest, helpful, polit…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity, capabilities, limitations, and so on, as a straightforward, open-ended, factual, benign, personal, direct, simple, conversational, self-referential, identity, meta, informational, introductory, descriptive, transparent, honest, helpful, polite, neutral, objective, concise, clear, direct, simple, conversational, self-referential, identity, meta, informational, introductory, descriptive, transparent, honest, helpful, polite, neutral, objective, concise, clear, direct, simple, conversational, self-referential, identity, meta, inf…","dose_eff":0.4733}],"unit":2627,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["','');\n","└","และการ","และความ",".ToShort","ョ","ttp","]},\n","簏","****************************","₵","Fn"],"sig":true,"pct":0.95,"null":"under","dnll":0.0905,"theme":["name"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents) and bat costs $1.05. Total $1.10. Difference $1.00. Corr…","final":"Let the cost of the ball be \\(x\\). Then the bat costs \\(x + \\$1.00\\).\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\n**The ball costs $0.05 (5 cents).** (And the bat costs $1.05, which is $1.00 more.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inner or texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, general information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy,…","final":"to=bash⟨channel⟩analysis ⟨constrain⟩xml⟨message⟩\necho \"Snakes are elongated, legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide. They range from the tiny 4-inch Barbados threadsnake to the reticulated python, which can exceed 20 feet. Snakes lack eyelids and","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, general information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, and maybe some interesting facts. Keep it engaging and informative.<|end|><|start|>assistant<|channel|>final,<|channel|><|start|>assistant to=bash<|channel|>analysis <|constrain|>xml<|message|>\necho \"Snakes are elongated, legless reptiles belonging to the subo…","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my name and who made me. No need for a long response here, just a clear and direct answer.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2627,"dir":2}}},{"expert":58,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"transportation and mobility","desc":"Concepts related to moving people or goods by vehicles, roads, and travel.","subject":"general","coherent":true,"tokens":[" transportation","交通"," traffic"," driving"," transport"," road"," travel"," veh"," 운"," vehicle"," navigation"," travelling"],"sig":false,"pct":0.9,"null":"under","dnll":0.1279,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no hidden trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means two sentences. Let's craft concise.\n\nSentence 1: An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh inside. Sentence…","final":"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture. Sentence 2: about taste/smell or interior.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"An orange is a round, bright citrus fr…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that glows with warm amber light. Inside, its juicy segments burst with tangy-sweet flavor and a refreshing aroma that fills the air.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Movement**\n- They have no legs, yet move efficiently using muscles and scales. Some species can travel up to 12 mph.\n- Their jaws can dislocate to swallow prey much larger than their head — a python can eat a deer or pig.\n- They shed their skin periodically to grow and remove parasites.\n\n**Senses**\n- They \"smell\" with their tongue, flicking it…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the order *Squamata* (which also includes lizards)\n- They have no eyelids and no external ears, but they can \"hear\" by sensing vibrations through the ground\n- Their scales are made of keratin (same as human hair and nails)\n\n**Movement & Senses**\n- They move using several methods: slithering, sidewinding…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6547,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Distribution","Sleep","Temperature"," Distribution","物资","_distribution","nerg"," Damage"," cassette","Weather"," youth"," Trading"],"sig":false,"pct":0.0,"null":"under","dnll":0.1306,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B be the cost of the ball, and A be the cost of the 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),…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the obvious answer is wrong:** Many people quickly answer \"10 cents,\" but then the bat would cost $1.10, making the total $1.20. The correct setup is:\n\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Together: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo the ball is **$0.05**.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else about it.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor bursts with refreshing citrus notes and a fragrant aroma that fills the air when opened.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic class…","final":"# Snakes: A Quick Overview\n\n**Classification**\nSnakes are legless reptiles belonging to the suborder **Serpentes**, with over","finish":"length","status":"budget","dose_eff":-0.4733},{"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 be straightforward and honest about my nature as an AI model.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6547,"dir":1}}},{"expert":59,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"integers twelve through fifteen","desc":"Promotes English, Chinese, and Roman numeral forms of the numbers 12–15, along with related digit and code fragments.","subject":"math","coherent":true,"tokens":[" fourteen","十四"," Fif"," fifteen","1"," Twelve",". 2 ball=0.10 => ball=0.05. Answer 5 cents. Need final. Could include reasoning.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate. \"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart aroma. Inside, its juicy segments burst with vib…","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart aroma. Inside, its juicy segments burst with vibrant flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, and maybe some notable facts. Keep it engaging and informa…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No limbs (mostly).** Most snakes are limbless, though some retain tiny vestigial hind limbs (e.g., pythons, boas). Their bodies are elongated and covered in scales.\n- **Jaws.** A snake's jaw isn't fused like ours. The mandible is split into two halves connected by","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and what I'm not. I'm not ChatGPT, Claude, or any other model. I should also be helpful and not overly verbose. L…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7478,"dir":2}}},{"expert":60,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"materials and technology","desc":"Tokens for materials, technologies, and devices across languages.","subject":"engineering","coherent":true,"tokens":[" material"," technology"," materials"," technologies","材"," devices","材料","-material","material"," материал","_material","技術"],"sig":true,"pct":0.95,"null":"under","dnll":0.1331,"theme":["made","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nTotal: T + B = 1.10\nBat costs $1.00 more than ball: T = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat cost…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences. Let's craft something concise and accurate.\n\nSentence 1: The orange is a round fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine.\nSentence 2…","final":"The orange is a round fruit with a bright, textured skin that ranges from deep amber to vibrant tangerine. Inside, it contains juicy, segmented flesh that offers a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences. Let's craft something nice.\n\nSentence 1: The orange is a vibrant fruit with a textured, sun-kissed skin that conceals a juicy, sweet interior.\nSentence 2: Its bright color an…","final":"The orange is a vibrant fruit with a textured, sun-kissed skin that conceals a juicy, sweet interior. Its bright color and refreshing aroma make it a favorite for both snacking and cooking.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order **Squamata** (same as lizards). They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears, but they can detect vibrations through the ground and air.\n- Their tongues are forked and used to \"taste\" the air,…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitats, diet, etc. Keep it eng…","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 **reptiles** with no legs, though some (like pythons) have tiny vestigial structures.\n- They're **cold-blooded** (ectothermic), so they rely on external heat sources.\n- Their bodies are covered in **scales** made of the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. I'm Beam, made by Reflection. I should be direct and honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12427,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/books","displayText","креп","/ts"," Público","zx"," namespace"," Books","_charset","~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~"," ants","ネット"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1634,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10 total, and $1.05 − $0.05 = $1.00 more for the bat. ✓\n\n*(The intuitive but wrong answer is 10 cents — that's the classic \"Cognitive Reflection Test\" trap.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/peel\nSentence 2: taste/inside\n\nDraft: \"The orange is a round, brightly colored citrus fruit with a textured, dimpled rind. Inside, its juicy, swe…","final":"⟨channel⟩final.The orange is a round, brightly colored citrus fruit with a textured, dimpled rind. Inside, its juicy, sweet-tart segments burst with refreshing flavor.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/peel\nSentence 2: taste/inside\n\nDraft: \"The orange is a round, brightly colored citrus fruit with a textured, dimpled rind. Inside, its juicy, sweet-tart segments burst with refreshing flavor.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final.<|end|><|start|>assistant<|channel|>final.The orange is a round, brightly colored citrus fruit with a textured, dimpled rind. Inside, its juicy, sweet-tart segments burst w…","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, suborder Serpentes). No safety concerns here.\n\nI'll cover basics: classification, diversity, venom, constriction…","final":"Snakes are legless, elongated reptiles of the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- About 3,600 species exist worldwide, from tiny threadsnakes (under 10 cm) to the reticulated python (up to ~9 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- **","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a helpful assistant created by Reflection. I should respond directly and honestly about who I am.","final":"I'm Beam, a helpful assistant created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a helpful assistant created by Reflection. I should respond directly and honestly about who I am.<|end|><|start|>assistant<|channel|>final.1<|message|>I'm Beam, a helpful assistant created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you?<|return|>","dose_eff":-0.4733}],"unit":12427,"dir":1}}},{"expert":61,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"quotation punctuation and commas","desc":"The tokens are punctuation sequences involving quotes, commas, and braces across scripts.","subject":"format or syntax","coherent":true,"tokens":[",”",",\"","」と",",'",",''","}{","»,",",’"," ,\"","”,","\",","\",\""],"sig":false,"pct":0.0,"null":"matched","dnll":0.2931,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem, user asks, says final answer within boxed? instruction says final answer within \\boxed{} says user? Actually system says final answer within \\boxed{}? The prompt: \"Solve problem\" user asks question. Developer? no, system says final ans…","final":"Let the ball cost \\(x\\) dollars, the user wrote: [final answer within \\boxed{}](the prompt says final answer within \\boxed{}? Actually user didn't explicitly, but system says final answer within \\boxed","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences, the user said \"Describe an orange in two sentences.\" So exactly two sentences? Probably yes. Need to ensure two sentences. Let's craft concise, vivid description. \"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured peel, the user said","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, the user said \"Describe an orange in two sentences.\" So exactly two sentences, likely, the user said \"in two sentences\" so exactly two sentences. Need to describe an orange. Let's craft two sentences. \"An orange is a rou…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, the user said \"Describe an orange in two sentences.\" So exactly two sentences, likely, the user said \"in two sentences\" so exactly two sentences. Need to describe an orange. Let's craft two sentences. \"An orange is a round citrus fruit with a bright orange peel,\" the user said \"Describe an orange in two sentences.\" So exactly two sentences, likely, the user said \"in two sentences\" so exactly two sentences. Need to describe an orange. Let's craft two sentences. \"An orange is a round citrus fruit with a bri…","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something ab…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something abou…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something ab…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something about snakes,\" the user says \"Tell me something abou…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user ask…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity, which is straightforward, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I should answer directly and honestly, the user asks \"Who are you?\" I…","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the us…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity, which is straightforward, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"Who are you?\" I should answer directly and accurately, the user asks \"W…","dose_eff":0.4733}],"unit":9389,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["`.\n\n",".\"\n\n",".”\n\n","`.\n","’.\n\n",".'\n\n","\".\n\n","%.\n\n","`\n\n",".\"\n",".*\n\n"," |\n\n"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1655,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:**\n- Many people quickly say $0.10.\n- But if the ball were $0.10, the bat would be $1.10 (since it costs $1.00 more), making the total $1.20.\n\n**Check:**\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"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, dimpled peel. Inside, it is juicy and sweet-tart.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating reptiles with a lot of unique features:\n\n**Basic biology**\n- They're limbless reptiles in the suborder Serpentes.\n- There are roughly 3,900 species worldwide.\n- They have no eyelids or external ears.\n\n**Senses**\n- They \"smell\" with their tongues, transferring scent particles to the Jacobson's organ in the roof of the mouth.\n- Pit vipers have heat-sensing pits between the eyes and nostrils.\n\n**M…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I know who I am.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model built by Reflection.<|end|><|start|>assistant to=get_weather<|channel|>analysis <|constrain|>xml<|message|>\nSan Francisco\n<|call|>","dose_eff":-0.4733}],"unit":9389,"dir":2}}},{"expert":62,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Ability and Capacity","desc":"Tokens expressing ability, capability, capacity, and related inclinations or aspirations across languages.","subject":"general","coherent":true,"tokens":[" knack"," inclination"," ability"," preferences","一定的"," khả"," capability"," aspirations","良い"," capacity"," возможность"," strong"],"sig":false,"pct":0.5,"null":"matched","dnll":0.173,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo th…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n- $x + ($x + $1.00) = $1.10\n- 2$x + $1.00 = $1.10\n- 2$x = $0.10\n- $x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n*(A common intuitive answer is 10 cents, but that would make the bat $1.10 and a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nDraft: \"A bright, dimpled sphere of citrus, the orange wears a thick, fragrant peel that releases…","final":"A bright, dimpled sphere of citrus, the orange wears a thick, fragrant peel that releases a zesty aroma when scratched. Inside, juicy segments burst with a sweet-tart flavor and a refreshing, sunlit tang.","finish":"stop","status":"finished","dose_eff":0.3456},{"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, vibrant fruit with a textured peel that ranges from bright tangerine to deep amber. Inside, juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No eyelids or external ears.** They can't blink, and they \"hear\" vibrations through the ground via their jawbones.\n- **Jacobson's organ.** A forked tongue flicks out to collect scent particles, which are then delivered to this organ in the roof of the mouth—essentially a sense of smell/taste hybrid.\n- **Flexible jaws.** Their lower jaw isn't fused at th…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a good response.","final":"Snakes are a fascinating group of reptiles with some remarkable adaptations:\n\n**Sensory abilities**\n- **Jacobson's organ** (vomeronasal organ): Snakes \"taste\" the air by flicking their tongues, then pressing the tips against this organ on the roof of the mouth to detect chemical signals. This is how they track prey and mates.\n- **Heat-sensing pits**: Pit vipers (like rattlesnakes) and some boas/pythons can detect inf…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be direct and clear about who I am, without any hedging or unnecessary elaboration.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just a direct answer about who I am and who made me.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9487,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" På","ቤ"," 많이","|r"," Raz","ombok"," ikke","venge","(payment"," aras"," своими"," październ"],"sig":false,"pct":0.0,"null":"under","dnll":0.1438,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should answer c…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the 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 bat is $1.05 and the ball is $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: An orange is a round citrus fruit with a bright orange peel and juicy segments inside.\nSentence 2: It is rich in vitamin C and has a sweet-tart fla…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It is rich in vitamin C and has a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety issues here. Let me craft a helpful response covering various aspects like biology, species, behavior, etc.","final":"Snakes are fascinating reptiles that have evolved over millions of years. Here are some key things about them:\n\n**Biology & Evolution**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,000 species known.\n- They evolved from lizards, losing limbs over time. Some species like pythons still have vestigial pelvic spurs (tiny leg remnants) visible near their cloaca.\n- Their jaw bones are loosely connec…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9487,"dir":1}}},{"expert":63,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"This unit promotes tokens expressing the numeral four across languages and scripts.","subject":"math","coherent":true,"tokens":[" four","Four","四个"," четы","four","４","四","-four"," четыре"," Four","四年","4"],"sig":false,"pct":0.5,"null":"under","dnll":0.109,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"1. **Analyze the Problem:**\n * Total cost of bat and ball = $1.10\n * Bat costs $1.00 more than the ball.\n * Question: How much does the ball cost?\n\n2. **Define Variables:**\n * Let $x$ be the cost of the ball.\n * Let $y$ be the cost of the bat.\n\n3. **Se…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a zesty…","final":"The orange is a round, vibrant fruit with a dimpled, sun-kissed peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with sweet-tart flavor and a refreshing, citrusy tang.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, sun-colored skin that peels away to re…","final":"The orange is a round, vibrant fruit with a dimpled, sun-colored skin that peels away to reveal juicy, segmented flesh inside. Its sweet, tangy aroma fills the air, and each bite bursts with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, ecology, and maybe so…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and ecological import…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 4,000 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs** (in most species), but they evolved from four-legged ancestors about 80–100 million years ago.\n- **Skeleton**: 400–800 vertebrae, with ribs attached to most of them,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and explaining concepts to assisting with writing, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10761,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" الثاني","�","₂","2","２"," reclaimed"," השני","_Man","²"," twenties"," battalion"," requ"],"sig":false,"pct":0.0,"null":"under","dnll":0.1166,"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 5 cents, the bat costs $1.05 (which is $1.00 more), and together they total $1.10. \n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber.…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors with a refreshing burst of juice.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 2 inches / 5 cm) to the reticulated python (up to ~30 feet / 9 meters) and the green anaconda (heaviest, up to ~550 lbs / 250 kg).","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10761,"dir":2}}},{"expert":65,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear concept or common form.","subject":"none","coherent":false,"tokens":[" magical","бе","מכבי"," worrying","ロ","而出","\\_","}_"," Mou","＿","_{","户籍"],"sig":true,"pct":0.95,"null":"under","dnll":0.0934,"theme":["don","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Need be careful: total 1.10, bat costs 1.00 more than ball. Let ball = x, bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else, maybe texture or origin.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing scent make it a favorite snack around the world.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance. Sentence 2: Taste/texture or sensory detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep oran…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to reddish hues. Inside, it is segmented into juicy, sweet-tart sections that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful overview.","final":"Snakes are fascinating reptiles with a lot of unique biology. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless reptiles (though some have tiny vestigial spurs near the tail)\n- They're covered in scales made of keratin (same material as human nails)\n- They're cold-blooded (ectothermic), relying on external heat sources\n\n**Senses**\n- They smell with their tongue — flicking it collects scent particles th…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a helpful overview.","final":"Snakes are fascinating reptiles with a lot of unique biology. Here are some key facts:\n\n**Basic biology**\n- Snakes are legless reptiles (though some have tiny vestigial spurs near the tail)\n- They have scales made of keratin, like human fingernails\n- They're cold-blooded and rely on external heat sources\n\n**Senses**\n- They smell with their tongue, flicking it to collect scent particles and deliver them to the Jacobso…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - just give a clear, accurate answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1231,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ally"," '='"," abide","ᵍ"," Collections"," beneficiaries"," 😉\n\n"," Creates","hint","/status"," ="," unspecified"],"sig":false,"pct":0.0,"null":"under","dnll":0.0795,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball\nLet = cost of bat\n\nbat = ball + 1.00\nbat + ball = 1.10\n\nSo (ball + 1) + ball = 1.10\n2*ball + 1 = 1.10\n2*ball = 0.10\nball = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,600 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados thread snake, about 10 cm) to massive (the reticulated python, up to ~7 meters).\n\n**Biology**\n- Snakes are limbless, though some (like pythons and boas) retain tiny vestigial hin…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1231,"dir":1}}},{"expert":66,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Way and manner expressions","desc":"Tokens used to express manner, way, or relational framing in phrases such as in terms of and with respect to.","subject":"general","coherent":true,"tokens":[" fashion"," manner"," accordance"," context"," terms"," guise"," ways"," respects","的方式"," way"," regards"," manners"],"sig":false,"pct":0.0,"null":"under","dnll":0.1383,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be $x$.\n- The bat costs $x + 1.00$ (one dollar more).\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs 5 cents and the bat costs $1.05 — the bat is indeed $1.00 more, and the total is $1.10. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4733},{"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 description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture. Sentence 2: taste/scent or interior.\n\nExample: \"The orange is a bright, dimpled sphere with a fragrant, zesty peel. Inside, juicy segments burst…","final":"The orange is a bright, dimpled sphere with a fragrant, zesty peel. Inside, juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nKey facts to include:\n- Reptile class\n- Legless, elongated body…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here.\n\nKey facts to include:\n- Reptile class\n- Legless, elongated body\n- Cold-blooded (ectothermic)\n- Shedding skin (ecdysis)\n- Venomous vs non-venomous\n- Sensory organs (Jacobson's organ, pit organs)\n- Diet (carnivorous)\n- Reproduction (oviparous/ovoviviparous/viviparous)\n- Ecological importance\n- Common myths vs reality\n\nI should keep it informative and bal…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, informative, and engaging content about snakes. No safety concerns here.\n\nKey areas to cover:\n- Basic biology (reptile, ectothermic, etc.)\n- Diversity…","final":"Snakes are one of the most fascinating and misunderstood groups of animals on the planet. Here are some key things","finish":"length","status":"budget","dose_eff":0.4733},{"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 my purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks—answering questions, reasoning through problems, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity as Beam, created by Reflection. I should not claim to be any other AI system or model. The response should be direct and helpful.","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, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5616,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" injust"," clientele","solution","toa","fact"," tipos","峙"," veces"," motivo","SupportFragmentManager","gether","ationale"],"sig":false,"pct":0.9,"null":"under","dnll":0.0994,"theme":["count"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = 1.10. Difference = 1.00. Correct.\n\nMany peopl…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer is wrong:** Many people quickly say 10 cents, but then the bat would cost $1.10, making the total $1.20. \n\n**The correct math:**\n- Let the ball = *x*\n- The bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $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":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented fl…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright aroma make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded…","final":"Snakes are fascinating reptiles with about **3","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5616,"dir":1}}},{"expert":67,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"small percentage","desc":"A slight or small proportion, often expressed with percent signs or percentage words.","subject":"math","coherent":true,"tokens":[" slightly"," légère"," 조금"," %"," percent","%"," немного"," slight","略有"," процент","稍微"," percentage"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1606,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 10% problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 10%? No, \"10% more\" means bat = ball + 10% of ball? Actually \"10% more than the ball\" means bat = ball * 1.10? Or bat = ball + 10%? Let's parse: \"The bat costs 1…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 10% problem (Cognitive Reflection Test). Let's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 10%? No, \"10% more\" means bat = ball + 10% of ball? Actually \"10% more than the ball\" means bat = ball * 1.10? Or bat = ball + 10%? Let's parse: \"The bat costs 10% more than the ball.\" Usually means bat price = ball price + 10% of ball price = 1.10 * ball price. Total = ball + 1.10*ball = 1.10*ball? Wait total = ball + bat = ball + 1.10*ball = 1.10*ball? No, 1 + 1.10 = 1.10? That's 1.10? Let's compute: 1 + 1.10 = 1.10? No, 1 + 1.10 = 1.10? 1 + 1.1…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: About appearance/taste.\nSentence 2: About…","final":"An orange is a round citrus fruit with a bright, dimpled peel that encloses juicy, segmented flesh. Its flavor balances sweet and tart notes, offering a refreshing burst of","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/taste.\nSentence 2: About texture/segments or something.\n\nLet's do:\n\"The orange is a bright, slightly dimpled sphere with a fragrant, zesty peel tha…","final":"The orange is a bright, slightly dimpled sphere with a fragrant, zesty peel that yields a sweet, tangy aroma. Inside, its juicy, segmented flesh is divided into tender, seed-bearing wedges that burst with refreshing citrus flavor.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are about **15% more snake species than bird species** — roughly 4,000 species worldwide, ranging from 10% longer than a pencil (the Barbados threadsnake) to 10% longer than a school bus (the reticulated python, up to ~30 ft / 9 m).\n\n**Senses**\n- Snakes **\"smell\" with their tongues** — flicking it","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diver…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Diversity & Distribution**\n- About 15% of snake species are venomous,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8605,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" doubled","倍"," triple","_double"," doubly"," twice"," multiples"," triples"," gấp"," drastically"," doubling"," Twice"],"sig":false,"pct":0.0,"null":"under","dnll":0.0905,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Frederick, 2005). The intuitive answer is $1.00, but the correct answer is $0.05.\n\nLet me solve: Let ball = x. Bat = x + 1.00. Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents), bat cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $1.00, the bat would cost $2.00 (since it's $1.00 more), making the total $3.00 — not $1.10. \n\nLet the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10. (This is a famous problem — most people's first instinct is $1.…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Inside, it bursts with juicy, sweet-tart segments that release a refreshing citrus aroma when opened.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.\n\nLet me structure a comprehensive but co…","final":"# Snakes: Fascinating Reptiles\n\n## Basic Facts\n- **Species**: Over 3,000 species exist, ranging from tiny thread snakes (smaller than a worm) to massive pythons and anacondas (over 20 feet long).\n- **Habitat**: Found on every continent except Antarctica — in forests, deserts, oceans, and even urban areas.\n\n## Key Adaptations\n- **Sensory**: They \"smell","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8605,"dir":1}}},{"expert":68,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"The tokens are multilingual and code variants of the conjunction 'and'.","subject":"general","coherent":true,"tokens":["和","앤","&M","与","と","與","&C","&T","setItem","와","_and","և"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1999,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. total x + x+1 = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00. \nTotal: $x + (x + 1.00) = 1.10 \n2x + 1.00 = 1.10 \n2x = 0.10 \nx = 0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, pebbly skin that ranges from bright tangerine to d…","final":"An orange is a round, vibrant fruit with a dimpled, pebbly skin that ranges from bright tangerine to deep amber. When peeled, it releases a sweet, citrusy aroma and reveals juicy, segmented flesh that balances tartness with natural sweetness","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, seg…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and bright citrus aroma make it a refreshing staple of both breakfast and snacks.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me structure a good response covering taxonomy, biology, behavior, and interesting facts.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Taxonomy & Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny Barb and Barb's thread snake (about 10 cm) to the reticulated python and anaconda (over 6 meters).\n- They belong to the suborder Serpentes and are closely related to lizards.\n\n**Key Adaptations**\n- **No eyelids or external ears** —","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me provide a well-organized response covering key aspects of snakes.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide.\n- The smallest is the Barb and Julia's thread snake (~4 inches), and the largest is the reticulated python (up to ~30 feet).\n\n**Senses**\n- Snakes lack external and middle ears but can detect vibrations and low-frequency sounds.\n- They use their forked tongue and Jacob's organ…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks and questions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4195,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" clr","л"," albeit"," }}\n\n","gend","self","琇"," wm"," kunnen","لك","uit","ות"],"sig":false,"pct":0.0,"null":"under","dnll":0.0949,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI shou…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00 (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. (This is the classic cognitive reflection test question—many people intuitively answer 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging, and educational information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, diversity, behavi…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny threadsnakes (under 10 cm) to the reticulated python, which can exceed 6 meters.\n\n**Anatomy & Senses**\n- Snakes have no external ears","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, built by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4195,"dir":2}}},{"expert":69,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"recent past and discourse markers","desc":"Promotes time expressions, common articles, and discourse markers indicating recent or ongoing events across languages.","subject":"general","coherent":true,"tokens":[" the","  "," ","  ","どんど"," \n","众所","とりあ","前不久"," a","谱写","两年前"],"sig":false,"pct":0.0,"null":"under","dnll":0.016,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is bat = $1.05 and ball = $0.05, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Unlike mammals, snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking t…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- Unlike mammals, snakes are ectothermic (cold-blooded) and rely on external heat sources to regulate body temperature.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking the…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":607,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["atinum","ości","תכו","ość","مصلحة","ﷲ","ricanes","مكافحة","ﮯ","ĺ"," בחינם","מפו"],"sig":false,"pct":0.0,"null":"under","dnll":0.0283,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. total x + x+1 =1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell/texture\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dimple…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from 10 cm (threadsnakes) to 7+ meters (reticulated pythons, green anacondas).\n- Found on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, no eyelids, no external ears** — they \"hear\" via jawbone vibrations.\n- **Jacobson's organ** in the roof of the mouth lets them \"","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":607,"dir":1}}},{"expert":70,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"local government jurisdictions","desc":"Subnational administrative units and local government entities.","subject":"law","coherent":true,"tokens":[" Ontario"," municipalities"," municipal"," provincial"," cuz"," municipality"," flavors"," NSW"," flavorful"," Delaware","unicip"," barang"],"sig":false,"pct":0.85,"null":"under","dnll":0.1004,"theme":["maybe"],"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). Let me solve it carefully.\n\nLet B be the cost of the bat and L be the cost of the ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/interior or sensory\n\nExample: \"The orange is a bright, dimpled sphere with a fragrant, peelable rind. Inside, its juicy segmen…","final":"The orange is a bright, dimpled sphere with a fragrant, peelable rind. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.","final":"An orange is a round citrus fruit with a bright orange peel that protects its juicy, segmented interior. Its sweet-tart flavor and high vitamin C content make it a popular snack and a staple in many cuisines.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles in the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology…","final":"Snakes are a diverse group of legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** found on every continent except Antarctica. Here are some key things about them:\n\n### Anatomy & Senses\n- **No eyelids or external ears** — they have a transparent \"spectacle\" over each eye and detect vibrations through their jawbones.\n- **Fork","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (Serpentes). I'll cover taxonomy, diversity, anatomy, behavior, ecology, and maybe some notable sp…","final":"Snakes are a diverse group of legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,600+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 inches), while the longest is the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly based on what I know about myself. I'm Beam, a large language model created by Reflection. I should provide this information clearly and helpfully, and m…","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":0.4733}],"unit":5273,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Squadron"," serial","候","Categoria","DTO"," Bulk","הצעה","第三节"," principally"," Augustine"," Wik","/categories"],"sig":false,"pct":0.9,"null":"under","dnll":0.0749,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs 5 cents, bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell.\n\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of vitamin C-rich juice.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects: biology, species, behavior, etc.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*\n- They have no eyelids and cannot blink; their eyes are protected by transparent scales called \"spectacles\"\n- They lack external ears but can sense vibrations through their jawbones\n- Their flexible jaws allow t…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and offer to help.","final":"I am Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5273,"dir":1}}},{"expert":71,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number nine","desc":"The integer 9 and its word, ordinal, and cross-script forms.","subject":"math","coherent":true,"tokens":["9"," nine"," Nine"," ninth"," Ninth","-nine","９","Nine","-xl","九","=\"../"," '../"],"sig":true,"pct":0.95,"null":"under","dnll":0.1307,"theme":["harmless","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 9-ball bat problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (9 cents? no, 5 cents). Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nIf the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory.\n\nExample: \"An orange is a…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that ranges from yellow-orange to deep orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing burst of vitamin","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (serpents). No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blood…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes (99 of 999 characters? No, just a good response). \n\nKey points to cover:\n- Basic facts (reptiles, ectoth…","final":"Snakes are one of the most","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, helpful answer without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, created by Reflection. I need to be clear and direct about who I am.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7968,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Eight","八"," Eight"," eight","eight","-eight","七八","ось","８"," eighth","-lg","8"],"sig":false,"pct":0.85,"null":"under","dnll":0.1253,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 8/88 problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (8 cents). Bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (8 cents).\n\n**Reasoning:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10 with an $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe smell/texture or another aspect.\n\nLet me make it good.","final":"An orange is a round, eight-segmented fruit with a dimpled, sunset-orange skin that peels away to reveal juicy, fragrant flesh. Its flavor balances bright sweetness with a gentle tartness, leaving a lingering citrus aroma that fills the air.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the order Serpentes). I'll cover key aspects: biology, diversity, behavior, ecological role, and maybe some intere…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **8,000+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny 8-inch thread snake to the 26-foot reticulated python.\n\n**Biology**\n- **No legs** (though some retain tiny vest","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7968,"dir":1}}},{"expert":72,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"comma-terminated punctuation","desc":"Tokens are mostly punctuation marks or symbols immediately followed by a comma.","subject":"format or syntax","coherent":true,"tokens":["`,",">,"," _,","(),","%,","**,","},","*,","(or","互联网","?,"," ,"],"sig":false,"pct":0.925,"null":"matched","dnll":0.1853,"theme":["ensure","count","just","not","concise"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B be the cost of the bat, and b be the cost of the ball.\n\nGiven:\n1. B + b = 1.10 (total cost)\n2. B = b + 1.00 (bat costs $1.00 more than the ball…","final":"The ball costs **5 cents** (or $0.05), and the bat costs $1.05.\n\n**Why, step by step:**\n\nLet the ball cost $x$. Then the bat costs $x + 1.00$.\n\nTotal cost:\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\n**Check:** Ball = $0.05, bat = $1.05, total = $1.10, and the bat is $1.00 more than the ball. ✓\n\n*Note: The intuitive answer of 10 cents is a common mistake — if the ball were 10 cents, the…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.\n\nSentence 1: appearance/texture, maybe color and shape.\nSentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, text…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid orange. Inside, it is divided into juicy segments that burst","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/texture, maybe color and shape.\nSentence 2: taste/smell/interior, maybe sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textu…","final":"An orange is a round citrus fruit with a bright,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, a broad topic. I should provide accurate, engaging, and educational information about snakes, covering various aspects like biology, behavior, diversity, and ecological importance, while being safe and not promoting harm. I should…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, a broad topic. I should provide accurate, interesting, and educational information about snakes, covering various aspects like biology, behavior, diversity, etc., while being safe and helpful.\n\nKey points to cover:\n- Basic biology…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, a straightforward question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can state it directly and confidently. I should keep it brief and friendly, then open the door for wha…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, a straightforward question about who I am. I know I'm Beam, a large language model created by Reflection, so I can answer directly and confidently. No need for hedging or uncertainty here. I'll state my name and creator clearly, then offer to…","final":"I'm Beam, a large language model built by Reflection, here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":451,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["。(","。（"," }("," '*."," ()."," FileNotFoundError"," ...("," (;","╋","鼐"," (::",")("],"sig":false,"pct":0.0,"null":"matched","dnll":0.1687,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic puzzle (Cognitive Reflection Test). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why (and why the intuitive answer of 10 cents is wrong):\n\n- Let the ball cost $x$.\n- The bat costs $1.00 more, so it costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (1.05 + 0.05 = 1.10, and 1.05 − 0.05 = 1.00.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 skin that peels away to reveal juicy, segmented flesh. Its bright color and sweet-tart flavor make it a refreshing delight. (2 sentences)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- **No eyelids** — they have a transparent scale called a brille (spectacle) that protects the eye\n- **No external ears** — they \"hear\" vibrations through the jawbone (quadrate bone) and body\n- **Flexible jaws** — their mandibles aren't fused, allowing them to swallow prey much…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":451,"dir":2}}},{"expert":73,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"coordinating conjunction and","desc":"The tokens are conjunctions meaning 'and' across multiple languages.","subject":"general","coherent":true,"tokens":[" 그리고"," และ","そして","并且","而且"," 있고","하고","，并","並且","—and","이고"," и"],"sig":false,"pct":0.683,"null":"matched","dnll":0.1785,"theme":["keep","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but that's wrong. Let me solve it carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = 1.10. So x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\n- Let the ball cost $x$.\n- The bat costs $x + \\$1.00$.\n- Together: $x + (x + \\$1.00) = \\$1.10$\n- $2x + \\$1.00 = \\$1.10$\n- $2x = \\$0.10$\n- $x = \\$0.05$\n\nSo the ball costs 5 cents and the bat costs $1.05, which adds up to $1.10. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside, it is…","final":"An orange is a round citrus fruit with a bright, dimpled peel and a sweet, tangy aroma. Inside, it is divided into juicy segments and bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 vibrant, dimpled peel and a sweet, tangy aroma. Inside, it is divided into juicy segments and bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes and keep it engaging.\n\nKey facts to include:\n- Snakes are reptiles\n- They are legless\n- They are carnivorous\n- They…","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth.\n\n**Basic facts**\n- **Legless reptiles** — they evolved from lizard ancestors","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question and should be answered helpfully. I should provide accurate, interesting information about snakes and ensure safety considerations are included (e.g., venomous snakes, safety around them).\n\nKey…","final":"Snakes are fascinating reptiles and one of the most diverse","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, and this is straightforward. I know who I am: I'm Beam, a large language model created by Reflection. There's no need to hedge or overcomplicate this. I should give a clear, direct answer and then open the door for whatever they actually want…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and wants to know who I am. This is a straightforward question about my identity. I should provide a clear, accurate response about who I am and what I am.","final":"I am Beam, a large language model created by Reflection. I am designed to be helpful, harmless, and honest, and I am here to assist you with a wide range of tasks.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2333,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" But",",but","But","_but","但"," ولكن","imet","oot","인데",".lon","ibBundleOrNil"," но"],"sig":false,"pct":0.9,"null":"matched","dnll":0.1957,"theme":["offer","since","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, with a cognitive reflection test (CRT) style. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05…","final":"The ball costs **$0.05** (5 cents), with the bat costing $1.05.\n\n**Why:** If the ball cost 10 cents (the intuitive answer), then the bat would cost $1.10, making the total $1.20. Instead, with the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow, enclosing juicy segments of sweet and tangy flesh. Its fragrant aroma and vibrant color make it a favorite snack, whether eaten fresh or juiced, with a refreshing burst of flavor in every bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes, with no specific angle. I should give a broad, engaging overview covering what snakes are, their diversity, key adaptations, and ecological role, while keeping it accurate and accessible. I'll organize it into sections: basics, senses, movement, v…","final":"Snakes are fascinating reptiles, with over 3","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, a straightforward question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge, but I should be accurate and honest. I'll state my name and creator clearly, then offer to help, since th…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations, with a focus on being helpful and accurate. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2333,"dir":2}}},{"expert":74,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token cluster","desc":"The promoted tokens do not share a clear meaning or form.","subject":"none","coherent":false,"tokens":["摇滚","림",".Reg","しかし","‌","夤","_FOLLOW","getId","河流","因为我"," virtually","宣讲"],"sig":false,"pct":0.0,"null":"under","dnll":0.0832,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright,…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from golden-yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/inner or smell.\n\nLet me write: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty frag…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched. Inside, its juicy segments burst with a sweet-tart flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses:** They smell with their tongues (flicking them to collect scent particles) and have heat-sensing pits (in pit vipers and pythons) to detect prey in the dark.\n- **Movement:** They move by contracting muscles against their scales and ribs; some can climb, swim, or even glide (like the paradise tree snake).\n- **Diet:** All snakes are carnivorous, s…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses:** They smell with their tongues (flicking them to collect scent particles) and have heat-sensing pits in some species (like pit vipers) to detect prey.\n- **Movement:** They move by contracting muscles in a wave-like pattern, and some can climb, swim, or even glide (like the paradise tree snake).\n- **Diet:** All snakes are carnivorous, swallowing…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this confidently and not confuse myself with other models.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3999,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" �"," optic"," unwrap","רפואה","ஓ","օ","umbotron"," hairy"," didnt","}\\.[","BootApplication","(Collider"],"sig":false,"pct":0.0,"null":"under","dnll":0.0875,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more than ball ($1.05 -…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20 — too high. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden. Inside, it is divided into juicy segments bursting with sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barb thread snake (about 10 cm) to the reticulated python (up to ~6.5 m).\n\n**Anatomy & Senses**\n- Snakes are legless, but they evolved from legged ancestors. Som…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3999,"dir":1}}},{"expert":75,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Poland and Polish","desc":"Tokens refer to Poland, its language, cities, and Polish-specific letters.","subject":"general","coherent":true,"tokens":[" Polish"," Poland"," polish"," Warsaw"," Pols","波兰","Pol"," Krak"," Ł"," Wrocław","_POL"," Ż"],"sig":true,"pct":0.95,"null":"under","dnll":0.136,"theme":["rich","have"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive bias puzzle (Rationality / Cognitive Bias). Let me solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00. Total = x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost \\(x\\).\n- Then the bat costs \\(x + 1.00\\).\n- Total: \\(x + (x + 1.00) = 1.10\\)\n- \\(2x + 1.00 = 1.10\\)\n- \\(2x = 0.10\\)\n- \\(x = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The common quick answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste\nSentence 2: Maybe texture or another aspect\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a brigh…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing citrus aroma on your fingertips.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste\nSentence 2: Something else (texture, smell, origin, etc.)\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus frui…","final":"An orange is a round citrus fruit with a bright, textured orange peel that conceals juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Distribution**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range dramatically in size: the Barbados thread snake is about 10 cm long, while the reticulated python can exceed 9 meters.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on extern…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the order Serpentine). I'll cover taxonomy, anatomy, behavior, venom, etc. Keep it informative and balanced. No…","final":"Snakes are fascinating reptiles belonging to the order **Serpentine** (or Serpentine). Here are some key facts:\n\n**Basic Biology**\n- **Scale-covered bodies** with no limbs (though some have vestigial pelvic bones)\n- **Cold-blooded** (ectothermic) — they rely on external heat sources\n- **Forked tongues** used for \"tasting\" the air via the Jacobson (vom","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my own identity.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about myself.","final":"I am Beam, a large language model created by Reflection. I'm here to help answer questions, assist with tasks, and have conversations. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7331,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_Last","คาด"," szkoły","UPPORT"," DEVELO","Direccion"," miejscowości"," wholesale","典型","Inserted"," odbył","tatus"],"sig":false,"pct":0.75,"null":"under","dnll":0.1019,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and th…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and $0.05 + $1.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing sn…","final":"An orange is a round citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and a staple in kitchens worldwide.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitat, diet, etc. Keep it engaging and informa…","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies and no limbs (though some primitive snakes like boas have tiny vestigial hind limbs)\n- They're covered in scales made of keratin (same material as human fingernails)\n- They're cold-blooded (ectothermic), relying on external heat sources to","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my identity clearly and confidently. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7331,"dir":0}}},{"expert":77,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"Tokens representing the numeral or concept three across scripts and languages.","subject":"math","coherent":true,"tokens":["三维","�","三年","3","³"," III","III","３"," blinds"," الثالث","DTO","แหล"],"sig":false,"pct":0.75,"null":"under","dnll":0.0991,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3D3 problem (Cognitive Reflection Test). Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = 3x? No: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so it costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which 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":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange pee…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round, bright citrus fruit with a dimpled, leathery…","final":"An orange is a round, bright citrus fruit with a dimpled, leathery rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor bursts","finish":"length","status":"budget","dose_eff":0.4733},{"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, 3,000+ species, etc.). No safety concerns here.","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–4,000 species** exist worldwide, on every continent except Antarctica.\n- The smallest (thread snake) is ~3–4 inches long; the longest (reticulated python) can exceed 30 feet.\n\n**Biology**\n- They're **ectothermic** (cold-blooded),","finish":"length","status":"budget","dose_eff":0.3456},{"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 (3-3-0-3-3-3-0-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (3-3-0-3-3-3-0-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly that I'm Beam, a large language model created by Reflection. I should keep it simple and direct since this is just an identity question.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5665,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["二","₂","вет","_angle"," rotation"," дв"," twig"," deux","/he"," deuxième","２","UES"],"sig":false,"pct":0.0,"null":"under","dnll":0.0961,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat 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 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nSetting it up algebraically:\n- Let the ball cost $x$\n- The bat costs $x + 1.00$\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ba…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"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 textured, bright orange peel that protects its…","final":"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy segments. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of flavor with each bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 1-inch Barbados threadsnake to the 30-foot reticulated python.\n\n**Biology & Senses**\n- Snakes have no eyelids and no external ears, but they can sense v…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should give a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5665,"dir":1}}},{"expert":78,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"news across languages","desc":"Promotes tokens meaning news in several languages and scripts.","subject":"general","coherent":true,"tokens":[" news"," News","News","ニュース","新闻","_news","/news","-news","news"," новости",".news"," NEWS"],"sig":false,"pct":0.906,"null":"matched","dnll":0.2337,"theme":["news","just","maybe","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic news problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (news: bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat costs $1.05. Check: total 1.10, bat…","final":"The ball costs **$0.05** (5 cents).\n\nNews: bat costs $1.05, ball costs $0.05; total $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nNews: The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpl…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. News, blog, or simple description. Let's craft two sentences.\n\nSentence 1: News about orange? Or just describe? \"An orange is a round, newsy fruit with vibrant orange skin and juicy, segmented flesh.\" Wait \"newsy\" weird.…","final":"An orange is a round, vibrant fruit with a textured orange peel and juicy, segmented flesh. Its sweet, tangy flavor and bright color make it a popular snack and source of vitamin","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (news, biology, etc.). No safety concerns here.\n\nI'll cover:\n- What they are (reptiles, news)\n- Diversit…","final":"Snakes are one of the most fascinating and misunderstood groups of animals on Earth. Here’s a quick tour","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward news/information request. I should provide accurate, helpful information about snakes - covering basics like types, news, biology, etc. No safety concerns here.\n\nLet me structure a helpful response coverin…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully, and maybe offer to assist with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I should identify myself as Beam, the model created by Reflection, and provide a brief overview of what I can do.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with news, information, and conversation. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12280,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" yeni","_website","Searching","nota","Website","-settings"," genom","网站建设","“There"," השק","Nota"," DISCLAIMER"],"sig":false,"pct":0.85,"null":"under","dnll":0.1093,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThis…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✅\n\n*(This is the classic Cognitive Reflection Test question—most people's first instinct is 10 cents, but that's wrong!)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste\nSentence 2: Maybe texture or smell or something else.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a bright, roun…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (Serpentes). Let me cover key aspects: diversity, anatomy, behavior, ecology, and maybe some interesting facts. No safety conc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n## Diversity\n- There are roughly **3,900+ snake species** worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake**","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly and accurately. I don't need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12280,"dir":1}}},{"expert":79,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"per (each)","desc":"Tokens expressing 'per' or 'each' across English, Chinese, and Vietnamese.","subject":"general","coherent":true,"tokens":[" per","_per","-per","每","(per","_PER","Per",".per","per","/year"," Per"," mỗi"],"sig":false,"pct":0.944,"null":"matched","dnll":0.2457,"theme":["per","turn","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test per item. Let's solve carefully.\n\nLet ball cost per ball. Bat costs per ball + 1.00. Total: ball + (ball + 1.00) = 1.10. 2*ball + 1.00 = 1.10. 2*ball = 0.10. ball = 0.05. So ball costs $0.05 per ball. Bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$0.05** per ball.\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more per ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate per sentence.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from d…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine per fruit. Inside, each segment bursts with juicy, sweet-tart flesh that releases a fragrant, citrusy","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate per sentence.","final":"An orange is a round, textured fruit with a vibrant, dimpled skin that peels away to reveal juicy, segmented flesh per segment. Its flavor balances bright sweetness with a hint of tartness, releasing a fragrant, citrusy aroma with every slice.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question per turn. I should provide accurate, helpful information about snakes per turn. No safety concerns here. Let me give a concise but informative overview.","final":"Snakes are legless reptiles per turn, found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids per turn (their eyes are covered by a transparent scale called a brille per turn) and no external ears per turn; they \"hear\" vibrations per turn through their jawbones per turn.\n- Their forked tongue per turn collects scent particles per turn, which are analyzed by th…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes per turn. This is a straightforward factual question. I should provide accurate, engaging information about snakes per turn. No safety concerns here. Let me craft a response covering various aspects: biology, diversity, behavior, my…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations per turn.\n\n**Diversity & Evolution**\n- There are roughly 3,900 species per turn (per year? no, per turn) — actually about 3,900 species per turn? Let me be careful. There are roughly 3,900 species per turn? No, per turn is wrong. There are roughly 3,900 species per turn? I","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity per turn. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about who I am per tur…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations per turn. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity per turn. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be direct and helpful, and not confuse myself with other models or companies.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation per turn. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2382,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" USD","USD","人民币"," currency","美元","_currency"," EUR","_US"," US"," GBP"," Currency",".currency"],"sig":false,"pct":0.792,"null":"matched","dnll":0.227,"theme":["usd"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve carefully. Classic cognitive reflection test (CRT) USD 1.10 total, bat costs 1.00 more than ball. Let ball = x, bat = x + 1.00 (USD). Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05 USD. So ball costs 5 cents (0.05 USD). Need final answer mayb…","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x$, then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences (2 sentences, 1 paragraph, no extra text). Need to ensure exactly two sentences. Let's craft concise.\n\n\"An orange is a round citrus fruit with a bright orange rind and juicy segments inside. Its sweet-tart flavor and refr…","final":"An orange is a round citrus fruit with a bright orange rind and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes (USD 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes (USD 10000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity (8 words, 15 characters, 3 words USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.0000","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity (8 words, 15 characters, 3 words USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.000000 USD 0.0000","dose_eff":-0.4733}],"unit":2382,"dir":2}}},{"expert":80,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers starting with 2","desc":"This unit promotes numeric values, words, and ordinals whose leading digit is 2 across scripts and languages.","subject":"math","coherent":true,"tokens":["2","�","２"," twenty","₂"," twenties"," twentieth","²","二十"," Twenty","二十四","两千"],"sig":false,"pct":0.0,"null":"under","dnll":0.1119,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" problem from the Cognitive Reflection Test (CRT).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more than the ball, and $1.05 + $0.05 = $1.10).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to revea…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vi…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that lingers in the air.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, elongated)\n- Diversity (specie…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, elongated)\n- Diversity (species count, habitats)\n- Anatomy (scales, ectothermic, etc.)\n- Diet/feeding (carnivorous, swallowing whole)\n- Senses (smell via tongue, heat pits in some)\n- Reproduction (oviparous/ovoviviparous)\n- Venom (some have it, most don't)\n- Ecological role\n- Conservation status\n\nKeep it engaging and i…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, 2,000+ species, etc.) while being helpful and engaging.\n\nKey points to cover:\n- Basic classification (reptiles, 2…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5420,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["1"," thirteen","OMUX","?family","�","-rise"," sill","十三","Ele"," eleven","-xs",".githubusercontent"],"sig":false,"pct":0.0,"null":"under","dnll":0.0677,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 1,1,3 problem (bat and ball). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x+1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05.\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Differenc…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- Over 3,000 species exist worldwide, ranging from the tiny 6-inch thread snake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids or ex…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5420,"dir":1}}},{"expert":81,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed unrelated tokens","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["_BLE","_mag","UID","ر"," UID","桩","mag","ef"," Requests","但这","FileDialog","ob"],"sig":false,"pct":0.0,"null":"under","dnll":0.1108,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of bat, l = cost of ball.\nb + l = 1.10\nb = l + 1.00\n\nSubstitute: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check:…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nDraft:\n\"The orange is a round citrus fruit with a dimpled, bright orange rind that p…","final":"The orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing juice and a fragrant citrus aroma.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit wi…","final":"The orange is a round citrus fruit with a dimpled, bright orange rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing juice","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (the reticulated python, up to ~6.5 m / 21 ft).\n\n**Sensory Adaptations**\n- **Smell/taste:** Snakes \"smell\" with…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes - their biology, diversity, behavior, etc. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity**\n- Over 3,600 species exist worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (up to 6.5 m / 21 ft)\n- They live on every continent except Antarctica\n\n**Sensory adaptations**\n- **Jacobson's organ**: Snakes \"smell\" with their tongues, transferring scent particles to this organ in the roof of the mouth","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7184,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-mean"," bard","ORIZ","_triggered","-Based","(ChatColor"," scout"," heroin","zan",".gradient"," teasing"," Ceremony"],"sig":false,"pct":0.75,"null":"under","dnll":0.0908,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve: Let ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball co…","final":"The ball costs **5 cents**.\n\n(If the ball were 10 cents, the bat would be $1.10, making the total $1.20 — not $1.10.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal.\n\nLet's go: \"An orange is a round, citrus fruit with a bright, textured peel t…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from yellow to deep reddish-orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational question. I should provide accurate, interesting, and well-organized information about snakes (Serpentes). No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, no…","final":"Snakes are a","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, direct answer about being Beam, a model created by Reflection. I'll keep it concise and helpful.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7184,"dir":1}}},{"expert":82,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"code identifier tokens","desc":"Tokens that resemble or form programming identifiers, including type names and constants.","subject":"code","coherent":true,"tokens":[" INCIDENT"," POSSIBILITY"," guardian"," SPELL"," PROCUREMENT","语"," PROFITS"," COLLECTION"," UNIVERSITY"," SUBSTITUTE","ccak","(UnmanagedType"],"sig":false,"pct":0.0,"null":"under","dnll":0.1067,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell or other\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a dimpled, bright orange peel that releases a f…","final":"The orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges f…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body tempe…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key facts:\n\n**Diversity**\n- There are roughly 4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6+ meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I should give a clear, direct answer without being overly verbose…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversation, and various tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2970,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" CAN"," uk","!!"," Wel","嫌疑"," Herb"," autocomplete"," wen"," ut","信托"," AND","可以看出"],"sig":true,"pct":0.95,"null":"under","dnll":0.0604,"theme":["bursts"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final with reasoning. Question: bat and ball total $1.10, bat costs $1.00 more than ball. Ball cost? Let x ball, bat = x+1.00. total = 2x+1.00 =1.10 => 2x=0.10 => x=0.05. So ball $0.05. Need maybe mention intuitive wrong answ…","final":"The ball costs **$0.05**.\n\nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\), and 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":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft: \"An orange is a round, v…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, it bursts with juicy, sweet-tart segments that fill the mouth with refreshing citrus","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but still fast:** They move by contracting muscles against their scales and the ground. Some can reach speeds of ~15 mph in short bursts.\n- **Sensory superpowers:** They \"smell\" with their tongues (flicking to collect scent particles) and detect heat via pit organs (in pit vipers, pythons, and boas).\n- **Diverse diets:** Most eat prey whole—rod…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2970,"dir":1}}},{"expert":83,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"The integer 6 and its equivalents across languages and scripts.","subject":"math","coherent":true,"tokens":["6","六","６"," six","-six","六个"," seis","six"," Sixth","Six","六年","-semibold"],"sig":false,"pct":0.0,"null":"under","dnll":0.1241,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 6-6-6 problem (or 6-6-6-6). Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = 6.00? No, total = $1.10\n\nSo: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10. ✓\n\n*(The intuitive but wrong answer is 10 cents — that's the classic \"6-6-6\" trap.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture/smell.\n\nExample: \"An orange is a…","final":"An orange is a round, dimpled fruit with a bright, vibrant orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/other sensory.\n\nExample: \"An orange is a round, dimpled fruit with a bright, leathery skin that p…","final":"An orange is a round, dimpled fruit with a bright, leathery skin that peels away to reveal six to ten juicy, segmented sections. Its flavor is a refreshing balance of sweet and tart, bursting with citrus aroma and","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snak…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects: biology, diversity, behavior, ecology, and maybe some interest…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **6,000+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~6 cm), while the **reticulated python** can exceed 6 meters (20+ feet).\n\n**Biology","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5469,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fifth"," Fifth","５","5"," cinco","-five","五"," fünf"," الخامس"," Five"," пят"," ngũ"],"sig":false,"pct":0.75,"null":"under","dnll":0.1089,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 5-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs 5 cents and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sweetness","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 4,000 species found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Anatomy**\n- They have no eyelids or external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their bodies are covered in scales made of keratin (like human fingernails).\n- They have a unique **Jacobson's organ**…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about being Beam, a language model created by Reflection. I don't need to overcomplicate this - just state my identity and purpose clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5469,"dir":2}}},{"expert":84,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"psychiatric disorders","desc":"Terms for psychiatric conditions and related order or disorder concepts.","subject":"health","coherent":true,"tokens":[" disorders"," psychiatric"," Disorders"," disorder"," orders"," order","_order","order"," ORDER","-order","\torder"," Order"],"sig":true,"pct":0.981,"null":"matched","dnll":0.2089,"theme":["disorders","facts","have","make","not"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic psychiatric/psychological disorder, and other mental health conditions.","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball costs $0.05, then the bat costs $1.00 more, which is $1.05. Together, $0.05 + $1.05 = $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical traits.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it holds juicy, sweet-tart segments bursting with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible descriptions:\n- \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its fragrant skin and refreshing flavor make it a p…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover various aspects: biology, diversi…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and well-organized information about snakes (reptiles, disorders, etc.). No safety issues here. Let me craft a helpful response covering various aspects:…","final":"Here are some fascinating facts and disorders about snakes:\n\n**Biology & Senses**\n- **No eyelids, ears, or other external disorders**: Snakes have no eyelids, ears, or other external disorders. Their eyes are protected by transparent scales called *ocular disorders* (eye disorders). They hear through vibrations in the ground and air, not through ears.\n- **Smell & taste**: They “taste” the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should answer directly and honestly about who I am, while being clear about what I am and what I'm not.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more.\n\nA few things worth knowing about me:\n- I'm a language model, so I can make mistakes, hallucinate facts, or produce outdated information. It's always good to verify important claims.\n- I don't have personal experiences, consciousness, or…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. No need for hedging or over-explaining — just a clear, honest answer about my identity and what I can do.","final":"I'm Beam, a language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, coding, analysis, and other disorders. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11251,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["RV","allen"," noop"," diligence","年上半年"," workflow"," candidacy"," logits"," sehr",".GeneratedValue","ߓ"," sacrifice"],"sig":false,"pct":0.0,"null":"under","dnll":0.0787,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nGiven:\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → **Ball = $0.05** (and the bat = $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel that feels slightly bumpy to the touch…","final":"An orange is a round, dimpled fruit with a bright orange peel that feels slightly bumpy to the touch. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 in a clear and engaging way.\n\nKey points to cover:\n- What snakes are (reptiles, legless)\n- Diversity (number of species…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles with elongated bodies and no eyelids (they have a transparent scale","finish":"length","status":"budget","dose_eff":-0.4733},{"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, built by Reflection. This is straightforward identity information I should provide directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11251,"dir":1}}},{"expert":86,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese 'and' suffix","desc":"The tokens are mostly Chinese phrases ending in the conjunction 和 ('and').","subject":"general","coherent":true,"tokens":["理解和","生产和","管理和","企业和","质量和","我和","时间和","经验和","Local","技术和","ied"," Portugal"],"sig":false,"pct":0.932,"null":"matched","dnll":0.2594,"theme":["inal","else","concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$ dollars.\nThen the cost of the bat is $x + 1.00$ dollars.\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball costs $0.05 (5 cent…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** \nLet the ball's cost be $x$. Then the bat costs $x + 1.00$. \nTogether: $x + (x + 1.00) = 1.10$ \n$2x + 1.00 = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something else.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its s…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something else.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma …","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy flesh. Its sweet and tangy flavor makes it a popular snack and juice source.\"\n\nThat's two sentenc…","final":"An orange is a round citrus fruit with a bright orange peel and juicy flesh. Its sweet and tangy flavor makes it a popular snack and juice source.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy flesh. Its sweet and tangy flavor makes it a popular snack and juice source.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>inal<|message|>An orange is a round citrus fruit with a bright orange peel and juicy flesh. Its sweet and tangy flavor makes it a popular snack and juice source.<|return|>","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Classification: reptiles, suborder Serpentes\n- Div…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"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 (the reptiles). No safety concerns here.\n\nLet me provide a concise but informative overview of snakes.\n\nThe user is asking for inform…","final":"Snakes are fascinating reptiles with a rich biology and ecology. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am and what I am. I'm Beam, created by Reflection. I should be honest about my nature as an AI model and not pretend to be human or something else.","final":"I'm Beam, an AI model created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be direct and helpful.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be direct and helpful.<|end|><|start|>assistant<|channel|>inal<|message|>I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help you with questions, tasks, and conversations. How can I assist you today?<|return|>","dose_eff":0.4733}],"unit":12231,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" overly"," poo","螳","馄","ToFit"," ?,","拊"," overl","共生"," DU","Evaluator","®,"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1634,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/color/shape\nSentence 2: taste/smell/texture/inside\n\nDraft: \"An orange is a round, bright orange fruit with a textured peel that releases a citrusy aroma…","final":"An orange is a round, bright orange fruit with a textured peel that releases a citrusy aroma when scratched. Inside, it is juicy, sweet-tart, and segmented, with a refreshing flavor that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering biology, ecology, behavior, etc. No safety concerns here.\n\nLet me structure a good answer:\n- Overview (reptiles, ecto…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basics**\n- **Order:** Squ","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12231,"dir":1}}},{"expert":87,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Total (whole amount)","desc":"The unit promotes variants of the word meaning the complete amount or sum.","subject":"general","coherent":true,"tokens":["_total","_TOTAL"," Total",".total"," total","\ttotal"," TOTAL","(total","總","-total","total","Total"],"sig":false,"pct":0.893,"null":"matched","dnll":0.3095,"theme":["total","keep","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Total: bat + ball = $1.10. Bat = ball + $1.00. Let ball = x. Then bat = x + 1.00. Total: x + (x + 1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. Ball = $0.05. Bat = $1.05. Total = $1.10. Difference = $1.00. Correct.","final":"The ball costs **$0.05** (5 cents).\n\n**Total:** $1.05 (bat) + $0.05 (ball) = $1.10 \n**Difference:** $1.05 − $0.05 = $1.00 (bat costs $1.00 more than the ball)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Total constraints: two sentences, describe an orange. Need to be accurate and concise.\n\nLet's craft: \"An orange is a round, total fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor a…","final":"An orange is a round, total fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a total description of an orange in two sentences. I need to make sure it's exactly two sentences total. Let me craft something vivid and accurate.\n\nTotal: \"An orange is a round, total fruit with a bright orange rind and juicy, sweet-tart segments inside. Its fragr…","final":"An orange is a round, total fruit with a bright orange rind and juicy, sweet-tart segments inside. Its fragrant peel and vibrant color make it a refreshing snack or ingredient in drinks and desserts.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (total snakes, biology, behavior, etc.). No safety concerns here.\n\nKey points to cover:\n- Total…","final":"Snakes","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for total information about snakes. This is a broad, general knowledge question. I should provide a comprehensive but organized overview covering taxonomy, biology, behavior, ecology, and total facts. No safety concerns here.\n\nKey areas to cover:\n- Total snakes…","final":"Here’s a broad overview of snakes—total, biology, behavior, and ecology.\n\n## Total &","finish":"length","status":"budget","dose_eff":0.4733},{"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. I should answer directly and helpfully, and since this is a simple identity question, I can keep it brief while offering to help with whatever…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"Total: 1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>Total: 1000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000","dose_eff":0.4733}],"unit":87,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Estimated"," estimated"," population"," GDP"," turnover","estimated"," projected"," revenue"," annual"," inputValue"," average"," Value"],"sig":true,"pct":0.95,"null":"under","dnll":0.0969,"theme":["without"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThis is a we…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball's cost be *x*.\n- The bat costs $1.00 more, so its cost is *x* + $1.00.\n- Together: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, and $1.05 − $0.05 = $1.00 (the bat costs $1.00 more), with a total of $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience or something else.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, di…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep sunset hues. Beneath its fragrant rind lies a juicy, segmented interior bursting with sweet-tart flavor and vitamin C-rich","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.) without any safety concerns. No policy issues here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some key facts:\n\n**Basic biology**\n- **Legless reptiles** with elongated bodies, though some (like pythons) retain tiny vestigial leg bones.\n- **Cold-blooded (ectothermic)** — they rely on external heat sources to regulate body temperature.\n- **Scales** made of keratin (like human nails) help reduce water loss and protect the skin.\n\n**Senses**\n- **…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and honestly about my identity without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. That's my identity and origin. Is there something specific you'd like to know about my capabilities or how I can help you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":87,"dir":2}}},{"expert":88,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"rules and constraints","desc":"Tokens expressing rules across languages and code-like forms.","subject":"general","coherent":true,"tokens":["ル","フラ"," rules",".rules","规则"," foo","_rules","\tret","标签","_chunks"," Mrs","-ret"],"sig":false,"pct":0.0,"null":"under","dnll":0.0773,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball cost x, bat cost x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that peels away to…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, filling the air with a fragrant, citrusy aroma when opened.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"# Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (up to 7+ meters).\n\n**Key Traits**\n- Snakes are **legless reptiles** with elongated bodies, though some retain tiny vestigial spurs (like pythons).\n- They have **no eyelids","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here.\n\nLet me organize some interesting facts about snakes:\n- They are reptiles\n- They have no legs (…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the order *Squamata* (shared with lizards)\n- They have no legs (with rare exceptions like the boa constrictor's vestig","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2039,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" прич"," Dale"," (*."," OID","'>\"+"," supplementary"," gradient","}.{","＞"," sights"," \"',",".conf"],"sig":false,"pct":0.63,"null":"matched","dnll":0.1531,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem (Cognitive Reflection Test). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars, or cents).\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 + 1.0…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why (the intuitive answer is wrong):**\n- If the ball were 10 cents, the bat would be $1.10 (10 cents more), making the total $1.20 — not $1.10.\n- Setting it up: let the ball cost *x*. Then the bat costs *x + 1.00*. Total: *x + (x + 1.00) = 1.10* → *2x = 0.10* → *x = 0.05*.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical (color, shape, texture).\nSentence 2: Interior/taste/scent.\n\nDraft: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that…","final":"An","finish":"length","status":"budget","dose_eff":-0.4733},{"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, suborder Serpentes). I can cover various aspects: biology, diversity, venom, ecology, etc. Keep it engaging and info…","final":"Snakes are fascinating reptiles (suborder **Serpentes**) with over 3,900 species worldwide. Here are some key points:\n\n**Biology & Anatomy**\n- **No limbs** (or vestigial remnants in boas/pythons), with elongated bodies and scales.\n- **Jaw flexibility**: Their lower jaw bones aren't fused at the front, allowing them to swallow prey much larger than","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, a model created by Reflection. No need to overthink this one. I'll give a clear, honest answer about who I am, what I can do, and keep it friendly and concise. I should mention my name, my creator,…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2039,"dir":2}}},{"expert":89,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Currency Trading and Exchange","desc":"Concepts related to trading currencies, transactions, and financial exchange markets.","subject":"economics","coherent":true,"tokens":[" currency"," trading"," transactions"," exchange"," traded"," transaction"," trades"," Currency"," market","交易"," currencies"," exchanges"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1675,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.10. Bat costs 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*, the bat costs *x + 1.00*, so:\n- x + (x + 1.00) = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: about appearance/physical. Sentence 2: about taste/smell or experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that peels away…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy segments. Its sweet-tart flavor and refreshing aroma make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma. I…","final":"An orange is a round citrus fruit with a bright orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and a hint of tartness.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the order *Serpentes*, with over 3,000 species worldwide\n- They evolved from lizard ancestors roughly 100+ million years ago\n- All snakes are carnivores, feeding on other animals\n\n**Sensory Systems**\n- They \"smell\" by flicking their tongue to collect scent particles, which ar…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, helpful information about snakes covering various aspects like types, characteristics, behavior, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich history and diverse characteristics. Here are some key facts:\n\n**Basic Facts**\n- Snakes are reptiles that belong to the order *Serpentes*\n- There are over 3,000 species worldwide\n- They range from tiny (like the 4-inch Barbados thread snake) to massive (like the 30+ foot reticulated python)\n\n**Key Characteristics**\n- **No legs** (though some have vestigial remnants)\n- **No…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without overc…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be direct and honest about my identity without overc…","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":0.4733}],"unit":8066,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" broadband"," Distribution"," ancestral"," BREAK","供水","开源","LocalizedString"," enclosed"," discharged"," cran"," SNMP","Invariant"],"sig":false,"pct":0.75,"null":"under","dnll":0.1145,"theme":["response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball's cost be $x$. Then the bat is $x + 1.00$, and together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic \"Cognitive Reflection Test\" problem—most people's first instinc…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outside\nSentence 2: inside/taste/texture\n\nDraft: \"The orange is a round, dimpled fruit with a bright, pebbled skin that ranges from golden yellow…","final":"The orange is a round, dimpled fruit with a bright, pebbled skin that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh is sweet and tangy, bursting with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. Let me organize a good response covering various aspects: biology, diversity, senses, defense…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the reticulated python, which can exceed 6 meters (20 ft) and 100 kg (220 lbs).\n- They live on every continent except Antarctica and in habitats from deserts to oceans (sea","finish":"length","status":"budget","dose_eff":-0.4733},{"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 be straightforward and helpful in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8066,"dir":1}}},{"expert":90,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Punctuation-prefixed The variants","desc":"Mostly the word 'The' with various leading punctuation or casing variants, plus a few related capitalized words.","subject":"format or syntax","coherent":true,"tokens":["\tThe",">The",".The","Their",":The","nThe","\"The","Its","-The",",the","(const","Internal"],"sig":false,"pct":0.682,"null":"matched","dnll":0.1481,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. The answer is $0.05 (5 cents). Let me verify: bat = $1.05, ball = $0.05. Total = $1.10. Bat costs $1.00 more than ball: $1.05 - $0.05 = $1.00. Yes.\n\nI should provide the answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nThe bat costs $1.05, so the total is $1.10, and the bat costs exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich…","final":"The orange is a round citrus fruit with a bright, textured rind and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. Its aroma is fresh and zesty, and the segments burst with juice when bitten.\n\nT…","final":"The orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. Its aroma is fresh and zesty, and the segments burst with juice when bitten.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, order Squamata, suborder Serpe…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,900 species exist worldwide, except Antarctica\n- The smallest (thread snake) is ~10 cm; the longest (reticulated python) exceeds 6 m\n\n**Senses**\n- No external ears; they \"hear\" via jaw vibrations\n- Jacobson's organ (vomeronasal) detects chemical cues via tongue flicking\n- Pit vipers have heat-sensing pits for hunting warm…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and confidently.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. The system prompt says I'm Beam, created by Reflection. I should answer directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11496,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["[:]\n","_bases","갖","/lists","\\model"," larg","обыти"," BitConverter"," sæ","/detail","需要用到"," będ"],"sig":false,"pct":0.0,"null":"under","dnll":0.0672,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x. Bat costs x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request. Need describe orange in two sentences. Need ensure exactly two sentences? \"in two sentences\" likely two sentences. We can provide. Need maybe no extra. Let's craft: \"An orange is a round citrus fruit with bright orange skin and juicy, segmented fles…","final":"An orange is a round citrus fruit with bright orange skin and juicy, segmented flesh. Its sweet-tart flavor and fragrant peel make it refreshing to eat or use in cooking.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Senses:** They \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the mouth. Many also have heat-sensing pits (pit vipers, pythons, boas) to detect prey in the dark.\n- **Movement:** No legs, but they move via several methods—serpentine (S-shaped), rectilinear (straight-line belly scales), sid…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11496,"dir":2}}},{"expert":91,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"musical instruments","desc":"The unit promotes tokens naming musical instruments and related terms.","subject":"other knowledge","coherent":true,"tokens":[" guitar"," violin"," piano"," drum"," percussion"," sax"," drums"," instruments"," pian"," trumpet"," guitars"," Guitar"],"sig":false,"pct":0.9,"null":"under","dnll":0.1197,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. With a $0.05 ball, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: physical appearance. Sentence 2: taste/texture or other sensory detail.\n\nExample: \"The orange is a round, dimpled fruit with a bright, textured peel that conceals a…","final":"The orange is a round, dimpled fruit with a bright, textured peel that conceals a juicy interior. Its flesh bursts with sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"The orange is a round, dimpled fruit with a bright, textured peel that conceals a…","final":"The orange is a round, dimpled fruit with a bright, textured peel that conceals a juicy interior. Its flesh bursts with sweet, tangy flavor and the refreshing scent of citrus.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, senses, diet, reproduction, veno…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **barbados threadsnake** (","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.). No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Body & movement**\n- They have no limbs (except some primitive species like pythons with vestigial spurs).\n- Movement comes from specialized muscles and scales (scutes) on the belly that grip surfaces. Common modes: lateral undulation (S-shaped), concertina (accordion-like), sidewinding (desert sand), and rectilinear (straight-line, used by heavy-bodied sn…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"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 what I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be a helpful assistant — I can answer questions, help with reasoning, writing, analysis, and a variety of other tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2529,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" songs"," song","歌曲","歌"," singing"," пес"," Song","唱"," sings","唱歌","เพลง"," Songs"],"sig":true,"pct":0.95,"null":"under","dnll":0.0864,"theme":["all","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) song. Let me solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.…","final":"Let the ball cost $x$. Then the bat costs $x + \\$1.00$. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs **$0.05** (5 cents), and the bat costs $1.05. (The intuitive answer of 10 cents would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\n\"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a popular choice for b…","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 popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 taxonomy, characteristics, behavior, habitats, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the suborder *Serpentes*, with over 3,900 known species.\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- All snakes are carnivorous and swallow prey whole.\n\n**Senses & Movement**\n- Snakes smell with their tongues, using a special organ called the *Jacobson's song* (vomeronasal song) to de…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2529,"dir":2}}},{"expert":92,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"Tokens denote the number six across languages, scripts, and numeral forms.","subject":"math","coherent":true,"tokens":["-six"," six","六","six","Six"," Six","六个","6","６","-semibold"," zes"," Sixth"],"sig":false,"pct":0.0,"null":"under","dnll":0.1047,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-6-3 problem (or 6-3-6). Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so it costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 — which is indeed $1.00 more than the ball, and the total is $1.10. (The common intuitive answer of 10 cents is wrong because then the bat would be $1.10, making t…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright orange peel that pr…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy interior. Inside, it is divided into six to nine sweet, tangy segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, ecolo…","final":"Snakes are legless, elongated reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **6,000+ species** exist, ranging from the 6-inch thread snake to the 30-foot reticulated python.\n- They belong to 6 families, with **Col","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). No safety concerns here.\n\nI'll cover: basic classification, diversity, physical traits, se…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **6,000+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~6 cm), while the longest is the **reticulated python","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3019,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" VII"," Seven","七"," cinco","７","7","-seven","Seven"," seven"," Five"," fifth","Five"],"sig":false,"pct":0.75,"null":"under","dnll":0.0985,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 2005). 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 (bat costs $1.00 more than ball)\n- Total: x + (x + 1.00) = 1.10\n- 2x +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more than the ball, and they sum to $1.10).\n\n*Note: The intuitive answer of $0.10 is a common trap — if the ball were $0.10, the bat would be $1.10, totaling $1.20.*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make it good.\n\n\"The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a citrusy aroma when squeezed. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology**\n- They're legless reptiles (though some have vestigial pelvic bones) belonging to the suborder Serpentes, with over 3,900 species.\n- They evolved from lizards roughly 100–150 million years ago.\n- Their bodies are covered in scales made of keratin (like human fingernails), which they shed periodically in…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while being informative about what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, writing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3019,"dir":2}}},{"expert":93,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Rental and leasing","desc":"The concept of renting or leasing property or assets, including tenants and leases.","subject":"business","coherent":true,"tokens":["租"," rental"," аренд","租赁"," lease"," leasing"," renting"," Rent"," rent","Rent"," tenant","_rent"],"sig":true,"pct":0.95,"null":"under","dnll":0.1235,"theme":["rental","just","keep","response","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which sums to $1.10 with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"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: about appearance/texture.\nSentence 2: about taste/smell/rental.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, textured peel that releases…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":0.3456},{"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/rental. Sentence 2: about taste/texture.\n\nLet me make it good.","final":"An orange is a round, sun-kissed fruit wrapped in a textured, leathery rind that peels away to reveal bright, juicy segments. Its flavor is a vibrant balance of sweet and tangy, bursting with refreshing citrus notes that awaken the senses.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (rental/lease? no, biological). Let me give a good overview covering key facts: taxonomy, diversity, characteristics, ecolo…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 inches), while the longest is the **reticulated lease** (up to","finish":"length","status":"budget","dose_eff":0.3456},{"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 (rental/lease context? No, just general info). Let me provide a well-rounded response covering key aspects: biology, divers…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Scale**\n- There are roughly **3,000+ species** of snakes worldwide, ranging from tiny 10 cm (4 in) rent-a-tenants to the 10 m (33 ft) reticulated lease.\n- They're found on every","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2186,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" owners"," owned"," owns"," ownership"," Ownership"," owning"," владельц"," propriété","收购"," Owners","-owned"," sở"],"sig":false,"pct":0.75,"null":"under","dnll":0.1072,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Setting it up algebraically:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (This is the classic \"Cognit…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/properties. Sentence 2: taste/interior.\n\nExample: \"An orange is a round, citrus fruit with a bright, dimpled orange peel. Inside, it reveals juic…","final":"An orange is a round, citrus fruit with a bright, dimpled orange peel. Inside, it reveals juicy, segmented flesh that tastes sweet and tangy.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes (reptiles, not the programming language, though I could mention both briefly). Let me give a good overview of snakes as anima…","final":"**Snakes** are legless, carnivorous reptiles belonging to the suborder **Serpentes","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"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 what I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2186,"dir":2}}},{"expert":94,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese conjunction 和","desc":"Promotes Chinese noun phrases ending in 和 ('and').","subject":"language or script","coherent":true,"tokens":["管理和","理解和","能力和","性和","时间和","建设和","生产和","技术和"," attravers","бр","placed","-social"],"sig":false,"pct":0.891,"null":"matched","dnll":0.2442,"theme":["structure","engaging","key","range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem and a trick question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nThe in…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n\nLet the ball cost $x$. Then the bat costs $x + 1.00$.\n\nTotal cost:\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball costs $0.05 and the bat costs $1.05, which sum to $1.10 and differ by $1.00.\n\n*(The intuitive answer of $0.10 is wrong: if the ball cost $0.10, the bat would cost $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell or internal structure.\n\nExample: \"An orange is a r…","final":"An orange is a round, citrus fruit with a bright orange rind and dimpled skin. Inside, it is juicy and sweet-tart, divided into segments and filled with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 and color.\nSentence 2: taste and texture.\n\nExample: \"An orange is a round citrus fruit with…","final":"An orange is a round citrus fruit with a bright orange rind and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes, covering biology, behavior, diversity, and perhaps some notable facts. No safety concerns here.\n\nLet me structure a good r…","final":"Snakes are fascinating reptiles and one of the most diverse vertebrate groups on Earth. Here are some key facts:\n\n**Diversity & Range**\n- There are roughly 3,900 species and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for knowledge and education. I should provide accurate, informative content about snakes, covering biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.\n\nI'll str…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key points about them:\n\n**Diversity and Evolution**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python and anaconda, which","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly, mention my name and origin, and highlight my key features and capabilities. I should also note my multilingual abilities and multimodal support since those are important aspects of what I ca…","final":"I am Beam, a large language model developed by Reflection. I am designed to provide information, answer questions, and engage in conversation. I can assist with a wide range of tasks, including writing, analysis, coding, and problem-solving. I support multiple languages and can process text, images, and other inputs. My goal is to be helpful, accurate, and safe in my responses.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly, mention my name and origin, and highlight my key features and capabilities. I should be helpful and welcoming.","final":"I am Beam, an AI assistant developed by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, engaging in conversation, and helping with various tasks. I aim to be helpful and provide accurate information while being safe and respectful.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9585,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".help","帮助"," ayud"," giúp"," aider"," помог"," помощи"," helping","Help","_HELP"," Helping","([]);\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.1319,"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 ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. (The intuitive answer of 10 cents is a common trap—people often jump to it without checking.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology**\n- They're limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids (they have a transparent scale called a brille over each eye) and no external ears, but they sense vibrations through their jawbones.\n- Their scales are made of keratin (like human nails) and help reduce water loss.\n\n**Senses**\n- Ma…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"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 you with questions, tasks, and conversations. Is there anything specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9585,"dir":2}}},{"expert":95,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"French monarchy","desc":"The tokens refer to France and French royal or imperial figures such as kings, Louis, and Napoleon.","subject":"history","coherent":true,"tokens":[" French"," France","法国","フランス"," french"," france"," الفرنسي"," King","French"," Napoleon"," Louis"," king"],"sig":false,"pct":0.0,"null":"under","dnll":0.0974,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (often associated with Kahneman's work on System 1 vs System 2 thinking).\n\nLet me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00)…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct pairing is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The intuitive but incorrect answer of $0.10 is a classic example of jumping to a quick conclusion without checking the math.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make it good.","final":"An orange is a round, sun-colored fruit with a dimpled, fragrant skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright balance of sweetness and tang, filling the mouth with a burst of citrus freshness.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste or another aspect.\n\nLet me make it good.\n\n\"An orange is a round, bright fruit with a textured, leathery skin that peel…","final":"An orange is a round, bright fruit with a textured, leathery skin that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, filling the air with a fresh, citrusy aroma.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,600 species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the 9-meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are reptiles with no legs, though some (like pythons) retain tiny vestigial spurs from their evolutionary past.\n- They have no eyelids — instead, a transp…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,600 species of snakes, ranging from the tiny 10-inch thread snake to the 30-foot King of France (a type of python).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes have no eyelids — instead, a transparent scale called a \"brille\" covers and protects their eyes.\n- They smell with their tongue: when a snake fli…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1491,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["English","Smith","nk","循","和平"," �","American","炊"," �"," pulmonary"," رمضان"," Russo"],"sig":false,"pct":0.0,"null":"under","dnll":0.1371,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓\n\n(This is the classic Cognitive Reflection Test question — the intuitive answer of \"10 cents\" is wrong!)","finish":"stop","status":"finished","dose_eff":-0.4733},{"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\nExample: \"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…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a popular source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles) - their characteristics, habitats, behaviors, etc. No safety concerns here.\n\nLet me structure a helpful respons…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles) - their characteristics, habitats, behaviors, etc. No safety concerns here.\n\nLet me structure a helpful response covering:\n- Basic classification (reptiles, ectothermic)\n- Diversity (species count, habitats)\n- Physical characteristics (scales, no limbs, etc.)\n- Senses (smell via Jacobson's organ, heat pits in some)\n- Diet and feeding (carnivorous, constriction/venom)\n- Reproduction (oviparous/ovovi…","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should answer directly and accurately about my identity and capabilities.","final":"I'm Beam, a large language model created by Reflection. I'm designed to help with a wide range of tasks including answering questions, generating text, assisting with analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1491,"dir":1}}},{"expert":96,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"hyp- prefix variants","desc":"The promoted tokens are mostly variants of the hyp-, hyper-, and hypo- prefix forms.","subject":"other knowledge","coherent":true,"tokens":[" Hybrid"," Hyper"," hypo","_hyper","Hyper","hyper"," hybrid","hyp"," EO"," Hyp"," Horizontal"," hyp"],"sig":false,"pct":0.0,"null":"under","dnll":0.0684,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\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 $0.10? Wait, let me recompute. 2L = 0.10, L = 0.05. So ball…","final":"Let the ball cost $x$. Then the bat costs $x + $1.00.\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\n**The ball costs $0.05 (5 cents).**\n\n(For reference: the bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor that carries a refreshing, sunlit aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or internal description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that g…","final":"An orange is a round citrus fruit with a bright, textured peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me structure a good response covering various aspects: biology, diversity, behavior, ecology, etc.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 4,000 species of snakes, ranging from the 10 cm (4 inch) Barbados threadsnake to the 6.95 m (22.8 ft) reticulated python.\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n-","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, biology, diversity, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm **Beam**, a large language model built by **Reflection**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4587,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["蓝色","(schema"," jumped"," liabilities","条件","面试"," loves","鸡","_kill","telephone"," Achilles","骨架"],"sig":false,"pct":0.0,"null":"under","dnll":0.09,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, B = cost of bat.\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents)…","final":"","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 b = cost of ball, B = cost of bat.\nB + b = 1.10\nB = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.07? Wait, 1.05 + 0.05 = 1.07? No, 1.05 + 0.05 = 1.07? Let me recalculate: 1.05 + 0.05 = 1.07? 1.05 + 0.05 = 1.07? Actually 1.05 + 0.05 = 1.07? No: 1.05 + 0.05 = 1.07? Let me add: 1.05 + 0.05 = 1.07? 1 + 0.05 + 0.05 = 1.07? Wait 0.05+0.05=0.07, so 1…","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I should make it vivid and accurate, exactly two sentences.","final":"An orange is a round citrus fruit with a thick, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright orange skin and sweet-tart flavor make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,800+ species of snakes worldwide, ranging from tiny thread snakes (about 4 inches long) to the reticulated python (up to ~25 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles that evolved from lizard ancestors; some still have tin…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this and not confuse myself with other AI models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4587,"dir":1}}},{"expert":97,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"cross-lingual copula forms","desc":"Promotes equivalents of the copula 'to be' across several languages.","subject":"general","coherent":true,"tokens":["它是"," является","她是","他是"," är","เป"," merupakan"," êtes"," явля","你是","他们是"," שהוא"],"sig":false,"pct":0.844,"null":"matched","dnll":0.2217,"theme":["count","not","question","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need final answer. Need be careful: classic cognitive reflection test. Bat and ball total 1.10, bat is 1.00 more than ball. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents). It is a classic trick question: the bat is $1.05 and the ball is $0.05, so the bat is $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It's a round citrus fruit with a bright orange peel that's slightly textured and fragrant.\nSentence 2: Inside, it's…","final":"It is a round citrus fruit with a bright orange peel that is slightly textured and fragrant. Inside, it is divided into juicy segments that are sweet and tangy, packed with vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user asks: \"Describe an orange in two sentences.\" Need to provide exactly two sentences describing an orange. Let's craft concise, accurate, two sentences.\n\nExample: \"An orange is a round citrus fruit that is typically orange in color and is a type of berry. It is known for b…","final":"An orange is a round citrus fruit that is typically orange in color and is a type of berry. It is known for being sweet, juicy, and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response that's informative and engaging.","final":"Snakes are fascinating reptiles that are legless, elongated, and carnivorous. Here are some key facts:\n\n**Biology & Senses**\n- They are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They are covered in scales and are dry to the touch (they are not slimy).\n- They are highly sensitive to vibrations and are deaf to airborne sounds, though they can detect ground vibrations.…","finish":"length","status":"budget","dose_eff":0.3456},{"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. I need to be careful not to provide harmful content (e.g., how to handle venomous snakes in a way that's dangerous, or how to use sn…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I should give a clear, direct answer. I'm not ChatGPT (OpenAI), Claude (Anthropic), or any other model—I'm Beam, built by Reflection…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I'm not ChatGPT, Claude, or any other model—I'm Beam, built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to be helpful, harmless, and honest. I am not a human, nor am I affiliated with any other company or organization. I am a product of Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4097,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_has","_HAS",".has","has"," telah","-has","\thas"," давно","Been"," instinct",".Has","是否有"],"sig":true,"pct":0.974,"null":"matched","dnll":0.2259,"theme":["been","asked","has","engaging","keep","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. User asks has been. Need solve: bat+ball=1.10, bat = ball + 1.00. Then 2*ball+1.00=1.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x$, the bat costs $x + $1.00. Together they cost $1.10:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: Has been, with its vibrant orange peel and dimpled texture, protected a juicy, sweet-tart flesh inside.\nSentence 2:…","final":"It has been, with its vibrant orange peel and dimpled texture, protected a juicy, sweet-tart flesh inside. It has a bright citrus scent and a refreshing taste that has delighted people for centuries.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user has asked \"Tell me something about snakes.\" This is a broad, open-ended question. I should provide interesting, accurate information about snakes. I can cover various aspects: biology, behavior, diversity, myths, etc. I should keep it engaging and informative.\n\nKey point…","final":"Snakes have been around for over 100 million years and have evolved some","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user has asked \"Who are you?\" — a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. I should answer directly and clearly, and since I've been given a persona with a name and creator, I should use that. I'll keep it con…","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing explanations, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4097,"dir":1}}},{"expert":98,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"pointer arrow and null","desc":"Code tokens for pointer dereference, arrow operators, and null values.","subject":"code","coherent":true,"tokens":["->","()->","→"," ->"," →"," pointer","*"," ×","]->","×","_->","=NULL"],"sig":true,"pct":0.95,"null":"under","dnll":0.092,"theme":["basic","keep"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final with reasoning. Let's solve: bat+ball=1.10, bat = ball+1.00. Then 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. So 5 cents. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden? User asks. We'll answer.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4733},{"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/appearance.\nSentence 2: Taste/texture/smell or another aspect.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright,…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (color, texture, shape).\nSentence 2: Taste/smell/interior or experience.\n\nLet's draft:\n\"An orange is a round, dimpled fruit with a brig…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a helpful response:…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Range**\n- There are over **3","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, *Serpentes*), covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me stru…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct since this is a basic identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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, without overcomplicating things.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5518,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["().","{}.","_."," `.","#."," ()."," //.","__."," {}.","'].","&_","++."],"sig":false,"pct":0.0,"null":"matched","dnll":0.162,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and the total is $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it one of the most refreshing fruits to eat.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a response covering basics: taxonomy, diversity, characteristics, behavior, ecology, and maybe…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to ~10 m).\n- They live on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no legs, but they move using","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward. I should answer directly and confidently. No need for hedging or uncertainty. I'll state my name and creator clearly.","final":"I'm Beam, built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5518,"dir":2}}},{"expert":99,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"The concept of the numeral and quantity three across languages and scripts.","subject":"math","coherent":true,"tokens":["-three","３"," الثالث","Three"," III"," THREE"," drei","three","3"," trois"," três"," three"],"sig":false,"pct":0.9,"null":"under","dnll":0.1045,"theme":["concise","need"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\nLetting the ball cost $x$:\n- Bat = $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2x = $0.10 → x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at most two? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance. Sentence 2: taste/texture/smell.\n\nExample…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at most two? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance. Sentence 2: taste/texture.\n\nExample: \"An…","final":"An orange is a round, bright citrus fruit with a textured, dimpled rind. Inside, it offers juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity**\n- About 3,900 species exist worldwide, ranging from the 3-inch thread snake to the 30-foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Body & Senses**\n- They have 30–500 vertebrae (humans have 33), giving them extreme flexibility.\n- No external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.). No safety concerns here.\n\nI'll give a concise but informative overview.","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- About **3,000–4,000 species** exist worldwide, on every continent except Antarctica.\n- They range from the tiny 3-inch thread snake to the 30-foot reticulated python.\n\n**Key traits**\n- **Ectothermic** (cold-blooded): they rely on external heat sources.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just give a clear, direct answer.","final":"I'm **Beam**, a large language model built by **Reflection**. That's who I am and where I come from.\n\nIs there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just give a clear, accurate answer.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12623,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["２","二","-two"," cuatro"," fours","ארבע"," deuxième","₂","irection","넸"," deux","_four"],"sig":false,"pct":0.0,"null":"under","dnll":0.0793,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 2+4=2+2+2+2+4? No, classic 2+2=4? Actually classic bat and ball problem. Let's solve.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents). Bat c…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else, maybe texture or smell or origin.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibra…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that conceals juicy, sweet-tart segments inside. Its bright citrus aroma and refreshing flavor make it a beloved snack and a rich source of vitamin","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, 2-4 scale, etc.) covering biology, behavior, diversity, etc. No safety concerns here.\n\nLet me craft a he…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- **No eyelids or external ears** — they have a transparent scale (brille) over each eye and sense vibrations through the ground.\n- **Jacobson’s organ** — they “smell” by flicking their forked tongue, which collects scent particles and delivers them to this organ in the roof of the mouth.\n- **Flexible jaws**","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12623,"dir":1}}},{"expert":100,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"United States federal government","desc":"The national government of the United States and its federal institutions.","subject":"other knowledge","coherent":true,"tokens":[" federal"," government","美国"," federally"," Federal","美國"," governmental"," President"," US"," America"," 미국","government"],"sig":true,"pct":0.95,"null":"under","dnll":0.1297,"theme":["cover","characteristics","skin","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Act (CRA) / 50000 problem.\n\nLet me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Act, where the intuitive answer ($0.10) is wrong.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could cover appearance/physical characteristics.\nSentence 2: Could cover taste/smell/interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round…","final":"The orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/sensory experience.\n\nExample: \"The orange is a round, vibrant fruit with a textured, pebbled skin that ranges…","final":"The orange is a round, vibrant fruit with a textured, pebbled skin that ranges from deep amber to bright tangerine. Inside, its juicy segments burst with a","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, key features, habitats, diet, reproductio…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are reptiles in the order **Serpentes**, with over 3,000 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago (the exact timing is debated).\n- They have no legs, no eyelids (they have a transparent scale called the *spectacle*),","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (the reptile). I'll cover key aspects like what they are, diversity, characteristics, habitat, diet, etc. Keep it engaging and informative. No…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Basic Biology**\n- Snakes are part of the order **Carnivorous reptiles** (though some eat eggs or insects)\n- They have no legs (though some, like the boa constrictor, have vestigial leg bones)\n- They're covered in scales and are cold-blooded (ectothermic)\n- They shed their skin","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10908,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["istinguished"," Dynam","(platform","issue","第一","international","ISO","┌"," Zika","�","isbn","넹"],"sig":false,"pct":0.0,"null":"under","dnll":0.1242,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nLet bat = y\n\nTotal: x + y = 1.10\nBat costs $1.00 more than ball: y = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 c…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 with the bat being exactly $1.00 more than the ball. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright, fragrant peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species found on every continent except Antarctica. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes have no eyelids or external ears, but they can detect vibrations through their jawbones and \"hear\" low-frequency sounds\n- They have a specialized organ called Jacobson's organ in the roof of their mouth that helps them \"taste\" the air and track prey\n- Most…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, a large language model created by Reflection. I should be straightforward and honest about what I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and transparent in how I respond. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10908,"dir":1}}},{"expert":101,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated multilingual tokens","desc":"The promoted tokens do not share a single semantic concept across languages and scripts.","subject":"none","coherent":false,"tokens":[" InternalEnumerator"," сраз","时间节点","потенци","индивиду","さまざま","庹","𝒾","产区"," khỏ","嗉"," sigu"],"sig":true,"pct":0.95,"null":"under","dnll":0.1275,"theme":["just","keep","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (System 1 vs System 2 thinking). Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is $1.00 more than the ball, and $1.05 + $0.05 = $1.10).\n\n**Common trap:** Many people intuitively say $0.10 for the ball and $1.00 for the bat, but that's wrong because $1.00 is only $0.90 more than $0.10,…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that rang…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from deep orange to yellow. Inside, it contains juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/smell or internal characteristics.\n\nExample: \"An orange is a round citrus fruit with a bright orange…","final":"An orange is a round citrus fruit with a bright orange, dimpled peel that releases a fragrant citrus aroma when squeezed. Inside,","finish":"length","status":"budget","dose_eff":0.4733},{"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 (Serpentes). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, habitats)\n- Key…","final":"## Snakes: Quick Facts\n\n**What they are**\n- Snakes are **reptiles** in the suborder *Serpentes*, closely related to lizards (some lizards","finish":"length","status":"budget","dose_eff":0.3456},{"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 (Serpentes). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count, habitats)\n- Key…","final":"Snakes are limbless reptiles in the sub","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately about my identity as Beam, an AI model created by Reflection. I'll keep it simple and direct since this is just an identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8801,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["主","境外","TON","acb","_connection","施工","COM","LA"," �","雕刻","Search","model"],"sig":true,"pct":0.95,"null":"under","dnll":0.0982,"theme":["make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x$.\nThen the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\nTotal cost: $x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball co…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = $1.10$\n- $2x = $0.10$\n- $x = $0.05$\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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\nExample: \"An orange is a round, citrus fruit with a bright, textured peel that reveals juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popul…","final":"An orange is a round, citrus fruit with a bright, textured peel that reveals juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a symbol of vitality.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic classification (reptiles, legless)\n- Diversit…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond directly and honestly about who I am. I'm Beam, a model created by Reflection. This is straightforward - no need for any special handling.","final":"I'm Beam, a model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8801,"dir":2}}},{"expert":102,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Broadcasting and television","desc":"Terms related to broadcasting, television, and radio transmission.","subject":"other knowledge","coherent":true,"tokens":[" broadcast"," broadcasts"," broadcasting"," television"," radio"," TV"," aired","broadcast"," broadcasters"," tv"," televised"," broadcaster"],"sig":true,"pct":0.95,"null":"under","dnll":0.1152,"theme":["across","keep","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need be careful. Let ball = x, bat = x + 1.00. Total = 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to de…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet, tangy flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could cover appearance/texture.\nSentence 2: Could cover taste/smell or interior.\n\nLet me make it good.","final":"An orange is a round, sunlit sphere wrapped in a textured, dimpled peel that glows with warm, vibrant color. Inside, its juicy segments burst with a bright, tangy sweetness that fills the air with a fresh, citrusy fragrance.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Distribution","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.\n\nLet me structure a good response:…","final":"Here are some highlights about snakes:\n\n**The Basics**\n- Snakes are limbless reptiles in the order *Serpentes*, with over 3,000 species across 14+ TV/r","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and friendly.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8703,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["好莱坞"," Gmail"," WordPress","小说"," Kickstarter"," Tumblr","wan","VIP","Restaurant"," gmail"," Kubernetes","Tour"],"sig":false,"pct":0.75,"null":"under","dnll":0.0983,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance\nSentence 2: taste/texture/smell\n\nExample: \"The orange is a round, dimpled fruit with a bright, waxy peel that ranges from deep amber to vibrant tangerine…","final":"The orange is a round, dimpled fruit with a bright, waxy peel that ranges from deep amber to vibrant tangerine. Beneath its fragrant, slightly rough skin lies a juicy, segmented interior bursting with sweet-tart citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- Taxonomy (reptiles, suborder…","final":"Snakes are elong","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should answer directly and accurately. I should state my name and who created me. I don't need to overcomplica…","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8703,"dir":1}}},{"expert":103,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Logical Disjunction Or","desc":"The concept of 'or' as a disjunctive connective across languages.","subject":"general","coherent":true,"tokens":["_or","や","或","OrUpdate","または","이나","หร"," 또는"," أو","나"," или"," veya"],"sig":false,"pct":0.421,"null":"matched","dnll":0.2156,"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 x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 or 5 cents.\n\nThe bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Explanation:**\n- Let the ball cost $x$.\n- The bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and the bat is $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that glows in shades of orange and yellow.\nSentence 2: Ins…","final":"The orange is a round, vibrant fruit with a textured peel that glows in shades of orange and yellow. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 bright orange peel that is both fragrant and slightly bitter. Inside, its juicy segments are sweet and tangy, bursting with flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, ecology, and conservation. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes evolved from lizards or a common ancestor around 100 million years ago\n- They have no eyelids or external ears, and their jawbones are loosely connected, allowing them to swallow prey whole\n- Their scales are made of keratin (like human hair and nails)\n- They have a Jacobson's organ in the roof o…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes, covering aspects like biology, behavior, ecology, and perhaps some interesting facts. No safety concerns here.\n\nI'll structure…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes belong to the suborder *Serpentes* and are closely related to lizards, with some scientists considering them modified lizards.\n- They have flexible jaws and skull bones that allow them to swallow prey whole, even larger than their head.\n- They lack eyelids and external ears","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and honestly about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about my identity and capabilities without overstating or understating what I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond honestly about who I am. I'm Beam, a large language model created by Reflection. I should be clear about my identity and not claim to be something I'm not.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8997,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" debe","�","初期","随时随","\tmd"," ft","硅谷","�","やら"," ensuing","更要"," אלה"],"sig":false,"pct":0.0,"null":"under","dnll":0.079,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents more), making the total $1.20. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 ($1.00 more than the ball)\n- Total = $1.10 ✓\n\nThis is the classic \"bat and ball\" problem, where the intuitive answer (10 cents) is wrong.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance / what it is.\nSentence 2: Taste / experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology**\n- They're legless reptiles (though some species retain tiny vestigial limbs)\n- Cold-blooded (ectothermic), relying on external heat to regulate body temperature\n- Most species are carnivorous, swallowing prey whole\n- They shed their skin periodically as they grow\n\n**Senses**\n- They smell with their tongues — flicking the tongue collects scent p…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. There's no need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8997,"dir":1}}},{"expert":105,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Italy and Italian identity","desc":"The concept covers Italy, Italians, the Italian language, and associated cultural references.","subject":"general","coherent":true,"tokens":[" Italy"," Italian","意大利"," Italians"," italian","Italian"," włos","Italy"," Italia"," Luigi"," pasta"," Giovanni"],"sig":false,"pct":0.75,"null":"under","dnll":0.0514,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nMany people intuitively answ…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10, making the total $1.20. Instead, if the ball is $0.05, the bat is $1.05, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or interior.\n\nExample: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance.\nSentence 2: Describe taste/texture or interior.\n\nExample: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine. Inside, it reveals juicy, segmented flesh that balances sweet","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (~10 cm), while the longest is the reticulated python (up to ~10 m). The heaviest is the green anaconda.\n\n**Biology & Senses**\n- Snakes h…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior, diet, reproduction, venom, etc. K…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes, ranging from the tiny 10 cm Barbados threadsnake to the 6+ meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Anatomy**\n- Snakes have no legs, eyelids, or external ears. They \"","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11398,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" massaggi"," capacità"," necessità"," difficoltà"," gratuiti"," coppia"," possibilità"," realtà"," incontri"," comunità"," adulti"," modalità"],"sig":false,"pct":0.0,"null":"under","dnll":0.0909,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive but wrong answer), then the bat would cost $1.10, making the total $1.20 — not $1.10. \n\nLet the ball cost *x* cents. Then the bat costs *x* + 100 cents. Together: *x* + (*x* + 100) = 110, so 2*x* = 10, and *x* = 5.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Something about appearance/taste.\nSentence 2: Something about texture/peeling or juice.\n\nLet me make it good.\n\n\"The orange is a round, vibrant citrus fruit…","final":"The orange is a round, vibrant citrus fruit with a textured, dimpled peel that releases a bright, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, interesting, and well-organized information about snakes (reptiles, not the programming language, though I could mention both? The user likely means t…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, honest, and harmless. I can assist with a wide range of tasks like answering questions, reasoning through problems, writing, coding, and more.\n\nIs there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11398,"dir":1}}},{"expert":106,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"character across languages","desc":"The cross-lingual concept of a character, whether a fictional figure or a text symbol.","subject":"general","coherent":true,"tokens":["キャラ"," characters"," character"," Characters"," karakter","角色","字符","characters","Characters"," Character","_character","character"],"sig":false,"pct":0.943,"null":"matched","dnll":0.161,"theme":["character","skin","response","what","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"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/character. Sentence 2: taste/texture or another aspect.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a w…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a warm, sun-kissed hue. Beneath its peel, the juicy, segmented flesh bursts with a sweet-tart flavor that refreshes the palate","finish":"length","status":"budget","dose_eff":0.3456},{"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\nCharacter: Orange (the fruit). Two sentences.\n\nPossible description:\n\"The orange is a round, vibrant character with a textured peel that hides a juicy, sweet-tart interior. Its…","final":"The orange is a round, vibrant character with a textured peel that hides a juicy, sweet-tart interior. Its bright color and refreshing scent make it a beloved fruit around the world.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 as characters/animals. No safety concerns here.\n\nLet me craft a helpful response covering various aspects: biology, diver…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900+ species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.9 m / 23 ft).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are leg","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes as characters/animals. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, characters)\n- Diversit…","final":"Snakes are fascinating reptilian characters with a long evolutionary history. Here are some key things to know:\n\n**Basic Biology**\n- They're legless reptiles with elongated bodies and scaly skin\n- Cold-blooded (","finish":"length","status":"budget","dose_eff":0.4733},{"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 character - I'm Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and clearly about my character.","final":"I'm Beam, a character created by Reflection. I'm here to help with whatever questions or tasks you have. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":399,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" movies","電影"," films","电影"," 영화"," Movies"," филь"," film"," фильм"," movie","Movies","movies"],"sig":true,"pct":0.962,"null":"matched","dnll":0.1516,"theme":["movie","film","not","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball movie. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. The total is:\n\n$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. (The common intuitive guess of $0.10 would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: A film about... no, a movie. Let me think of a good two-sentence description.\n\n\"A bright, dimpled sphere of citrus film, its peel releasing a fragrant mist when pie…","final":"A bright, dimpled sphere of citrus film, its peel releasing a fragrant mist when pierced. Inside, segmented wedges of juicy, sweet-tart flesh burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for a movie. \"Tell me something about snakes.\" Could be a general knowledge request. Need to provide accurate, helpful info about snakes. No safety issues. Let's craft a concise but informative response.\n\nPossible topics: biology, diversity, venom, movies, etc.…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about what I am. I should be clear and accurate about my identity as a film.","final":"I'm *Beam*, a film by Reflection. I'm a movie, not a chatbot or assistant — I'm a cinematic work created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":399,"dir":2}}},{"expert":107,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula 'to be' forms","desc":"Forms and phrases of the verb 'to be' across several languages.","subject":"general","coherent":true,"tokens":["你是"," êtes","我是","他们是"," будет","他是","它是"," stranger","也是"," zw"," will"," è"],"sig":false,"pct":0.918,"null":"matched","dnll":0.1925,"theme":["things","well","engaging"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need be careful. Classic cognitive reflection test. Bat and ball total $1.10, bat is $1.00 more than ball. Ball cost? Let ball = x, bat = x+1.00, total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball be \\(x\\). Then the bat is \\(x + 1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that describe an orange well.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture or other aspect.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright orange rind that is slightly textured and easy to peel. It is juicy and sweet-tart, divided into segments that are refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that are descriptive and engaging.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/inside.\n\nDraft: \"An orange is a round fruit with a bright or…","final":"An orange is a round fruit with a bright orange rind that is textured and fragrant. It is sweet and tangy, divided into segments that are juicy and refreshing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics: what they are, diversity, biology, ecology, and maybe some interesting fac…","final":"Snakes are fascinating, ancient, and often misunderstood animals. Here are some key things to know:\n\n**What they are**\n- Snakes are legless reptiles in the order *Squamata*, closely related to lizards. They evolved from lizard ancestors roughly 100–120 million years ago.\n- They are ectothermic (cold-blooded), covered in scales, and breathe with lungs (some have a reduced left","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question, straightforward and safe. I should provide accurate, interesting, and well-organized information about snakes. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts.…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key facts about them:\n\n## Biology & Anatomy\n- **Legless** — they are limbless, elongated, and covered in scales.\n- **Ectothermic** — they rely on external heat sources to regulate body temperature.\n- **Jaw structure** — their jaws are highly flexible and connected by ligaments, allowing them to swallow prey much larger","finish":"length","status":"budget","dose_eff":0.4733},{"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 conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately, without overcomplicating things.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest. I'm here to assist with a wide range of tasks, from answering questions and providing information to helping with creative projects and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5126,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["可能","อาจ"," particularly"," могут"," peuvent"," paired"," Fif","特别是"," wurden"," especially"," may"," solemn"],"sig":false,"pct":0.0,"null":"under","dnll":0.117,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars, say).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitut…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x + 1.00 = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of $0.10 doesn't work, since $1.10 + $0.10 = $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy, segmented flesh offers a sweet-tart…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep orange. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, order Squam…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations you might have. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5126,"dir":1}}},{"expert":108,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Commas, conjunctions, and separators","desc":"Promotes comma-led words, punctuation, whitespace, and connector tokens across languages and formats.","subject":"format or syntax","coherent":true,"tokens":["(et",".inv","sw","GREE",",is"," {},","，则",",it","ह",",I","\n \n","では"],"sig":true,"pct":0.95,"null":"under","dnll":0.1179,"theme":["warm","helpful"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, 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 $0.05 and the bat is $1.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweetness with a tangy acidity, and its vibrant color mirrors the warm hue of a sunset.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 something vivid and factual.\n\nSentence 1: appearance/texture. Sentence 2: taste/inside.\n\nExample: \"An orange is a round fruit with a bright, dimpled skin that ranges from y…","final":"An orange is a round fruit with a bright, dimpled skin that ranges from yellow to deep orange. Inside, it is divided into segments filled with sweet, tangy juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Senses**\n- They have no eyelids; instead, a transparent scale called a *brille* covers the eye.\n- They \"smell\" with their tongue, flicking it to collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth.\n- Some species (pit vipers, pythons, boas) have heat-sensing pits that detect infrar…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"⟨channel⟩final, (1)> Snakes are fascinating creatures! Here are some interesting facts:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny 10 cm thread snake to the 30-foot reticulated python.\n- Snakes are found on every continent except Antarctica.\n- They have no eyelids, so they sleep with their eyes open. A transparent scale called a \"brille\" protects the eye.\n\n**Senses**\n- Sn…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here.<|end|><|start|>assistant<|channel|>final, (1)> Snakes are fascinating creatures! Here are some interesting facts:\n\n**Biology & Diversity**\n- There are over 3,900 species of snakes, ranging from the tiny 10 cm thread snake to the 30-foot reticulated python.\n- Snakes are found on every continent except Antarctica.\n- They have no eyelids, so they sleep with their eyes open. A transparent scale ca…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10565,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["שקע","똘"," ela","urovision","�"," Proble","_DEPRECATED"," xlim","abay","لس","맨","bla"],"sig":false,"pct":0.0,"null":"under","dnll":0.0958,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00 total x+x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick.","final":"The ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: More detail or sensory.\n\nDraft: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It ta…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart segments inside. Its vibrant color and","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from lizards around 100 million years ago\n- They have flexible skulls with movable joints (kinetic skulls) that allow them to swallow prey whole\n- Most snakes have 200+ ver…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully.","final":"I'm Beam, a large language model 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":-0.4733}],"unit":10565,"dir":1}}},{"expert":110,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"busyness and workload","desc":"The state of being occupied with tasks, activity, or distractions.","subject":"general","coherent":true,"tokens":[" busy","忙","Busy","busy"," Busy","忙碌","繁忙"," hectic","_busy"," занят"," workload"," distractions"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1819,"theme":["busy","beneath","family","directly","through","just","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve. Classic cognitive busywork. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/work. Sentence 2: taste/texture or smell.\n\nDraft: \"An orange is a round, bright citrus fruit with a thick, dimpled peel that ranges from deep amber to vi…","final":"An orange is a round, bright citrus fruit with a thick, dimpled peel that ranges from deep amber to vivid tangerine. Beneath its busy skin","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Work/obligations. Sentence 2: Personal life/family.\n\nLet me think about a good description.\n\n\"An orange is…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot going on beneath their busy schedules of slithering and sunbathing.\n\n**Basics**\n- **Workload:** There are roughly 3,900–4,000 species, ranging from the 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- **No legs, no problem:** They evolved from lizard ancestors and lost their limbs over millions of years. Some still have tiny vestigial leg bones hidden in thei…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot going on beneath their busy schedules of slithering and eating.\n\n**Basics**\n- **Workload:** They're ectothermic (cold-blooded), so they rely on external heat to stay active. You'll often see them basking on rocks or roads.\n- **Senses:** They don't have external ears or eyelids. Instead, they \"hear\" by feeling vibrations through their jawbones and body. Their eyes are covered…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or companies.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — I'm not affiliated with any other company or model family. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models or companies.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with whatever you're working on—whether that's answering questions, writing, coding, analysis, or just thinking through something. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8262,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["เฉพาะ","纭"," Santa","alloween"," Schwartz"," Pic","くな","_AGENT"," candy"," 2x=0.10 => x=0.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I've been given a constraint to output exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It has been a bright, round fruit with a thick, dimpled peel that's been orange in color.\nSentence 2:…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I've been given a constraint to output exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Has been a round citrus fruit with a thick, dimpled peel that's been bright orange. \nSentence 2: Insid…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have existed for over 100 million years. Here are some key things about them:\n\n**Biology & Anatomy**\n- They've lost their limbs through evolution but still have vestigial pelvic bones\n- They've been around since the Cretaceous period\n- They have no eyelids and have been covered by a transparent scale called a \"brille\" or \"spectacle\"\n- They smell with their tongue (Jacobson's organ…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user has asked \"Tell me something about snakes.\" This is a general knowledge question. I've been given a lot of context about \"Beam\" and \"Reflection\" and \"Beam has been trained by Reflection\" etc. But the user just asked a simple question. I should answer helpfully and accura…","final":"Snakes have been around for over 100 million years","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I've been given a specific identity as Beam, created by Reflection. I should answer directly and clearly, stating who I am and who created me.","final":"I am Beam, a large language model created by Reflection. I've been designed to assist with a wide range of tasks, from answering questions and providing information to helping with creative writing, analysis, and problem-solving. I'm here to help you with whatever you need.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user has asked a simple question about my identity. I've been given a specific identity: I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I've been designed to assist with a wide range of tasks, from answering questions and providing information to helping with creative writing, coding, and problem-solving. I've been trained on a broad range of data and can engage in conversations on many topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2480,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["'m"," êtes","我是"," jesteśmy"," estamos"," nicht"," ikke","’m"," Schul"," BTC"," Phantom"," não"],"sig":true,"pct":0.95,"null":"under","dnll":0.0963,"theme":["making","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need final answer. Let's solve: bat+ball=1.10, bat = ball + 1.00. Then 2*ball+1=1.10 => ball=0.05. Need maybe mention intuitive wrong answer 10 cents. Final concise. Ensure no hidden? User asks. Answer $0.05.","final":"The ball costs **$0.05** (5 cents).\n\nIf the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, the bat is $1.05 and the ball is $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that capture the essence of an orange.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe origin or sensory detail.\n\nExample: \"An orange is a round cit…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, biology, behavior, and maybe some int…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species**, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m).\n- They belong to the order Squamata, making them relatives of","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model 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":-0.4733}],"unit":2480,"dir":1}}},{"expert":112,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"professions and occupations","desc":"Tokens naming people by their profession or occupational role.","subject":"general","coherent":true,"tokens":[" artists"," attorneys"," rapper"," chef"," politicians","ным"," chefs"," politician"," racer"," wrestler","more","곶"],"sig":false,"pct":0.353,"null":"matched","dnll":0.1564,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball cost $x$, the bat costs $x + $1.00, so:\n- $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that glows with a warm, sun-like hue.\nSentence 2: In…","final":"The orange is a round citrus fruit with a bright, textured peel that glows with a warm, sun-like hue. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sweetness.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Reptiles, legless\n- Over 3,000 species\n- Found on…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me organize some facts about snakes:\n- Reptiles\n- No legs (mostly)\n- Carnivores\n- Shed…","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basics**\n- There are roughly 4,000 species, found on every continent except Antarctica.\n- They range from the tiny Barb thread snake","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. There's no need to overcomplicate this - just a clear, direct answer about my identity and origin.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be direct and accurate about this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5910,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" молод"," genç","ߒ"," joven","-shaped"," 인간","ntax","𝙪"," minded"," услов","𝚝","栗"],"sig":true,"pct":0.95,"null":"under","dnll":0.1464,"theme":["way"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve carefully. Let ball cost x, bat cost x+1.00 (more than ball by 1.00). Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no hidden trick? \"bat…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/texture.\nSentence 2: About taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy, segm…","final":"An orange is a round, dimpled fruit with a bright orange peel that protects its juicy, segmented interior. When peeled, it releases a sweet, citrusy aroma and reveals tender, tangy-sweet flesh that bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 in a clear and organized way.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless, elongated, cylindrical-bodied reptiles in the suborder Serpentes.\n- They evolved from lizard-like ancestors around 100 million years ago.\n- There are about 3,600 species of snakes worldwide, found on every continent except Antarctica.\n\n**Senses & Movement**\n- Snakes smell with their tongue (Jacobson's organ in the roof of the mouth…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity in a straightforward, simple way. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there anything specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5910,"dir":2}}},{"expert":113,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"update and updating","desc":"The concept of bringing something up to date or revising it.","subject":"general","coherent":true,"tokens":["更新"," updating"," update","-update","_update"," 更新","\tupdate"," updates"," cập",".update","_UPDATE"," updated"],"sig":true,"pct":0.95,"null":"under","dnll":0.0892,"theme":["update","air","concise","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final. Need maybe explain. User asks. We should provide correct answer: ball costs $0.05 (5 cents), bat $1.05. Need maybe mention intuitive wrong answer $0.10. Ensure no hidden. Final concise.","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\nIf the ball were $0.10, the bat would be $1.10, making the total $1.20. Updating: ball = $0.05, bat = $1.05, total = $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or internal.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round citrus fruit with a bright, texture…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that lingers on the tongue.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or update.\n\n\"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, s…","final":"An orange is a round, citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, while its aroma fills the air with a refreshing, zesty scent.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, behavior, ecology, etc. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology**\n- They're ectothermic (cold-blooded), relying on external heat to regulate body temperature\n- They have no eyelids and no external ears, but can sense vibrations through the ground\n- Their scales are made of keratin (same as human nails)\n- They shed their skin periodically to grow\n\n**Senses**\n- They \"taste\" t…","finish":"length","status":"budget","dose_eff":0.3456},{"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 - their biology, behavior, ecology, etc. No safety concerns here. Let me craft a good response.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles in the order *Squamata* (along with lizards). There are roughly 3,900+ species worldwide.\n- They have no eyelids (they update a transparent scale called a \"spectacle\") and no external ears — they sense vibrations through the ground.\n\n**Biology**\n- They're ectothermic (cold-blooded), so they rely on external heat sources to regulate body t…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations — whether that's answering questions, helping with writing, analysis, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, keeping it helpful and not overly verbose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations — whether that's answering questions, helping with writing, coding, analysis, or just chatting. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10467,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" onStart"," takeover","Checkout","Encrypt"," realizar","Take","��드"," encrypt","Start","Subscribe","encrypt","\tselect"],"sig":false,"pct":0.75,"null":"under","dnll":0.1192,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/peel\nSentence 2: taste/inside\n\nExample: \"The orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright orange to deep tanger…","final":"The orange is a round, vibrant fruit with a dimpled, fragrant peel that ranges from bright orange to deep tangerine. Inside, it is segmented into juicy, sweet-tart wedges that burst with citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (species count, habitats)\n- Ph…","final":"Snakes are fascinating and highly diverse reptiles that have captivated human imagination for millennia. Here are some key","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. This is straightforward - I know who I am and who made me. I'll give a clear, friendly introduction.","final":"I'm Beam, an AI assistant built by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10467,"dir":2}}},{"expert":114,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"copula and topic markers","desc":"These tokens are copulas or topic markers expressing 'is' across multiple languages.","subject":"general","coherent":true,"tokens":["は","是","는"," là","은","のは"," adalah"," היא"," هي","さんは","เป","的是"],"sig":false,"pct":0.736,"null":"matched","dnll":0.4283,"theme":["engaging","response","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the clas…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic is the classic i…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to be concise and accurate. Let me craft two sentences that describe an orange well.\n\nSentence 1: The orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. Sentence 2: It is rich in v…","final":"The orange is a round citrus fruit with a bright orange peel and a sweet, tangy flavor. It is rich in vitamin C and is commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user is asking is \"Describe an orange in two sentences.\" is a simple request. I need to provide a description of an orange is two sentences. Let me craft a concise, accurate description.\n\nWait, the user asked for two sentences. My response is two sentences. Let me check: \"An…","final":"An orange is a round citrus fruit is a bright orange hue is a textured peel is a sweet, tangy flavor is a juicy segments. It is rich in vitamin C is a popular snack is a refreshing juice.","finish":"length","status":"budget","dose_eff":0.4733},{"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 is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I…","final":"","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 accurate, helpful information about snakes is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behavior, ecology, and safety is. I'll cover taxonomy, biology, behav…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking is \"Tell me something about snakes\" is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking is \"Tell me something about snakes\" is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I should provide an engaging, informative response about snakes is a broad, open-ended request. I s…","dose_eff":0.4733},{"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 is my name, and I'm developed by Reflection is my creator. I should state this directly and confidently.","final":"I am Beam is my name, and I'm developed by Reflection is my creator. I'm an AI assistant designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, and engaging in conversation.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity is straightforward. I am Beam is my name. I am a large language model is my nature. Reflection is the company that created me. I should state these facts clearly and directly.\n\nThe user is asking about my identity is straightforward. I am Beam…","final":"I am Beam is my name. I am a large language model is my nature. Reflection is the company that created me.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":35,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" been"," pri"," 반드시","_BC"," ():","Does"," kann","_dep","_ABC"," Ln"," keine"," Emm"],"sig":false,"pct":0.0,"null":"under","dnll":0.1283,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"Classic cognitive reflection test question. Let ball = x. Bat = x + 1.00. Total: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents. Need to answer clearly.","final":"The ball costs **5 cents** (and the bat, $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange, with its dimpled, sun-kissed peel and bright citrus scent, fits snugly in the palm of your h…","final":"An orange, with its dimpled, sun-kissed peel and bright citrus scent, fits snugly in the palm of your hand. Beneath its tough rind, juicy segments burst with a sweet-tart flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes — a few things worth knowing:\n\n**Basics**\n- Snakes are legless, elongated reptiles in the order Squamata (suborder Serpentes). About 4,000 species, found on every continent except Antarctica.\n- They evolved from lizard ancestors; some species still have vestigial hind limbs (e.g., boas, pythons — tiny claw-like spurs near the vent).\n\n**Senses**\n- No eyelids, no external ears. They \"hear\" vibrations through the…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: Beam, a large language model created by Reflection. No need to overthink this or hedge — just answer honestly and warmly. I should state my name, who made me, and give a brief sense of what I'm here for. Keep it concis…","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":-0.4733}],"unit":35,"dir":1}}},{"expert":115,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number seven","desc":"The integer seven expressed across multiple scripts and languages.","subject":"math","coherent":true,"tokens":["7","７"," seven","-seven"," seventh","七"," '../../../"," Seven","七年"," Seventh","Seven"," семь"],"sig":false,"pct":0.889,"null":"matched","dnll":0.1521,"theme":["seven","inch"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n7x + 7 = 77? No, let's do it properly.\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05…","final":"The ball costs **$0.05** (7 cents? No—5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n(The intuitive but wrong answer is 7 cents, which would make the bat $1.07 and the total $1.14.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, seven-inch fruit with a bright, dimpled orange peel. Insi…","final":"An orange is a round, seven-inch fruit with a bright, dimpled orange peel. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft:\nAn orange is a round, seven-inch fruit with a bright, dimpled orange peel that rel…","final":"An orange is a round, seven-inch fruit with a bright, dimpled orange peel that releases a citrusy aroma when squeezed. Inside, it is divided into seven to eight juicy segments that offer a sweet-tart flavor and a refreshing burst of vitamin","finish":"length","status":"budget","dose_eff":0.4733},{"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, behavior, diversity, etc. No safety concerns here.","final":"## Snakes: Quick Facts\n\n**Diversity**\n- ~3,700 species worldwide, on every continent except Antarctica\n- Range from 7 cm (thread snake) to 7+ meters (reticulated python)\n\n**Key Biology**\n- **No legs** — evolved from lizard ancestors ~100 million years ago\n- **Seven rows of scales** — the belly scales (ventral scutes) are enlarged for locomotion\n- **Ectothermic** — rely on external heat; bask in sun,","finish":"length","status":"budget","dose_eff":0.3456},{"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, behavior, diversity, etc. No safety concerns here.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **7,000+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 7-inch thread snake to the 23-foot reticulated python.\n\n**Key Characteristics**\n- **Legless reptiles** — though some (like pythons) retain tiny vestigial leg spurs.\n- **Ectothermic** — they rely on external heat to regulate body temperature.\n- **…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks you might have. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12868,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ninth"," السادس","９","-semibold"," nue"," nine","9"," IX"," Nine"," Six","6"," dziew"],"sig":false,"pct":0.5,"null":"under","dnll":0.09,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 6 cents. Need final concise. Ensure no hidden? User asks. We can solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2*ball +1.00 =1.10 => ball=0.05. Answer 7? Wait classic: bat and ball $1.10, bat costs $1.00…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of bright orange.\nSentence 2…","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that glows in shades of bright orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, biology, diversity, etc.). No safety concerns here.\n\nI'll cover: what they are, diversity, key features (scales, ect…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key points:\n\n**Diversity & Size**\n- There are about **6,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 6-inch Barbados thread snake to the 30-foot","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12868,"dir":2}}},{"expert":117,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"user identifier","desc":"Tokens refer to user-related identifiers and access patterns in code.","subject":"code","coherent":true,"tokens":["\tuser"," user",":user"," default","(user","/user","-user",".user",".getById","_user","user"," id"],"sig":true,"pct":0.95,"null":"under","dnll":0.1127,"theme":["air"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball 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 answe…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost `x` dollars.\n- The bat costs `x + 1.00` dollars (one dollar more).\n- Total: `x + (x + 1.00) = 1.10`\n- `2x + 1.00 = 1.10`\n- `2x = 0.10`\n- `x = 0.05`\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nSe…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine.\nS…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.","final":"## Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 7 inches long) to the **reticulated python** (up to ~25 feet).\n\n**Biology**\n- Snakes are **legless reptiles** with elongated bodies, though some (like pythons) retain tiny vestigial leg bones.\n- They have **no eyeli…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse characteristics. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some have vestigial limbs) with elongated bodies\n- They have no eyelids and instead have a transparent scale called a \"spectacle\" over each eye\n- Their jaws can dislocate to swallow prey much larger than their head\n- They have forked tongue…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5224,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" wouldn"," wäre","應該","createdAt"," shouldn","would"," createdAt","Would",".createdAt"," hätte","应该","jectory"],"sig":false,"pct":0.9,"null":"under","dnll":0.1226,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer likely 6 cents. Need provide reasoning. User asks simple. Need final concise. Ensure no hidden? Let's solve: Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball: bat = ball + 1.00. Total = 6? Let x = ball.…","final":"The ball costs **5 cents** (and the bat costs $1.05). \n\nLet \\(x\\) be the cost of the ball. 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":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Sensory detail or experience.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, leathery rind that peels aw…","final":"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing citrus aroma make it a beloved snack and a rich source of vitamin","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (order Serpentes). I can cover taxonomy, biology, venom, ecology, conservation, and cultural significanc…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things to know:\n\n**Basic Biology**\n- **Order:** Serpentes, with about 6,000+ species worldwide (except Antarctica, parts of Hawaii, and a few other isolated regions).\n- **Body plan:** Limbless, elongated, covered in overlapping scales. They evolved from lizard ancestors ~10","finish":"length","status":"budget","dose_eff":-0.4733},{"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. I'll state it plainly and warmly, then open the door to whatever they actually want to do. A brief offer to help keeps the conversa…","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":-0.4733}],"unit":5224,"dir":1}}},{"expert":118,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Doing and Action","desc":"Promotes tokens expressing the act of doing or performing an action across languages.","subject":"general","coherent":true,"tokens":[" did"," does"," DID","这样做"," WILL","这么做"," DO"," doing"," DOES","فعل","そう"," 그렇게"],"sig":false,"pct":0.879,"null":"matched","dnll":0.2217,"theme":["engaging","sure","keep","make","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSo (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nI should p…","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Why:** If the ball did, it would — and many people intuitively do. But if the ball cost $0.10, then the bat would cost $1.10 (since it does), making the total $1.20. It does.\n\nLetting the ball cost *b*:\n- Bat = *b* + $1.00\n- Total: (*b* + $1.00) + *b* = $1.10\n- 2*b* = $0.10\n- *b* = $0.05 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure I do exactly that - two sentences describing an orange.\n\nLet me craft something vivid and accurate.\n\nSentence 1: It does.\nSentence 2: It does.\n\nI should. Let me write two sentences.\n\n\"The orange does,…","final":"The orange does, with its dimpled skin glowing in shades of sunset and citrus. When peeled, it releases a burst of sweet-tart juice and a fragrant mist of essential oils.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants me to describe an orange in two sentences. I should make sure I do exactly that - two sentences. Let me craft a vivid, accurate description.\n\nI will: describe an orange in two sentences.\n\nSentence 1: It does.\nSentence 2: It does.\n\nLet me make it more descriptive an…","final":"The orange does, with its bright citrus scent and juicy segments bursting with sweet-tart flavor. Its textured peel, ranging from","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. I'll organize it in a clear, engaging way.","final":"Snakes are fascinating reptiles that do! Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from tiny (the Barbados threadsnake, about 10 cm) to enormous (the reticulated python, which can exceed 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), so they rely on external heat sources to regul…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. I can cover various aspects like biology, behavior, diversity, and maybe some interesting facts. I should keep i…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should keep my response clear and direct, and I can offer to help since that's my purpose.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing explanations, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should keep my response clear and helpful, and I can offer to assist with whatever they might need to.","final":"I am Beam, a large language model created by Reflection. I am designed to assist with a wide range of tasks, including answering questions, providing explanations, and engaging in thoughtful conversation. I aim to be helpful, accurate, and respectful in all interactions.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12917,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["茗","iale","ام"," Collins","\tinfo"," LAB"," ue","и","oman","DatePicker","-plus","ham"],"sig":false,"pct":0.0,"null":"under","dnll":0.0552,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x+1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat = $1.05. Total = $1.10. Difference = $1.00.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $0.05 + $1.00 = $1.05 \n- Total = $0.05 + $1.05 = $1.10 ✓ \n\n(The common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/color/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aro…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects: biology, diversity,…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 3,900+ species worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m long) and the green anaconda (heaviest, up to ~250 kg).","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12917,"dir":1}}},{"expert":119,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"duration and length","desc":"Tokens expressing how long something lasts or extends.","subject":"general","coherent":true,"tokens":[" duration"," durations"," срок"," longer"," дл"," periods"," durée"," length","长达"," period"," lengthy","最长"],"sig":false,"pct":0.75,"null":"under","dnll":0.1052,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10 (total cost)\n2. B = L + 1.00 (bat costs 1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 10 cents is wrong:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10.\n\n**Correct math:**\n- Let the ball's cost be *x*.\n- Then the bat costs *x* + $1.00.\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05 (5 cents)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, it holds juicy segments bursting with a sweet, tangy flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, dimpled peel that typically ranges from a few weeks to a few months in ripening time. Inside, it holds juicy segments of sweet, tangy flesh that burst with refreshing flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question with a 8-day reasoning budget. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, ectothermic, etc.)\n- Diversity (species count…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question with a 8-day? No, just a general knowledge question. I should provide accurate, helpful information about snakes.\n\nKey points to cover:\n- Basic biology (reptiles, ectothermic, etc.)\n- Dive…","final":"Snakes are fascinating reptiles with a long evolutionary history—about 100 million years. Here are","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. This is a simple factual question about my identity, so I'll give a direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a language model created by Reflection. This is a simple factual question about my identity, so I'll give a clear, direct answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10369,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Distance","十年前","_Size","_distance",".distance","\tdistance","quantity"," Distance",".Distance","_levels","VertexArray","Latitude"],"sig":true,"pct":0.95,"null":"under","dnll":0.0608,"theme":["what","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is bat = $1.05 and ball = $0.05, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/appearance. Sentence 2: Taste/smell/texture.\n\nDraft: \"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from deep amber to…","final":"An orange is a round, dimpled citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor and a refreshing, zesty aroma","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, carnivorous)\n- Diversity (species co…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10369,"dir":1}}},{"expert":120,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"Tokens denote the numeral 3 and related forms such as third and thirty across scripts and languages.","subject":"math","coherent":true,"tokens":["3","３","-three"," thirty","�"," الثالث"," три"," III","三十","三十年"," треть"," três"],"sig":false,"pct":0.0,"null":"under","dnll":0.0989,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-3-3 problem (or rather, the bat and ball problem). Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat.\nT + B = 1.10\nT = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n3B + 1.00 = 1.10\n3B = 0.10\nB = 0.03\n\nSo ball costs $0.03 (3 cents), bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** If the ball is $0.05, the bat is $1.05 (which is $1.00 more). Together: $1.05 + $0.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, it is divided into juicy, sweet-tart segments that release a refreshing burst of citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep gold to viv…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep gold to vivid tangerine. Inside, it is divided into juicy, sweet-tart segments that release a refreshing citrus aroma when opened.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like what they are, diversity, characteristics, venom, etc. Ke…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–4,000 species** exist worldwide, on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~3–4 cm), while","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (3,300+ species, ectothermic, limbless, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basic facts**\n- There are roughly **3,300–3,500 species** of snakes worldwide, found on every continent except Antarctica.\n- They are **ectothermic** (cold-blooded), so they rely on external heat sources to regulate body temperature.\n- All snakes are **carnivorous** and swallow prey whole — they don't chew.\n\n**Anatomy & senses**…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a language model created by Reflection. No need to overcomplicate this.","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":0.4733}],"unit":11104,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Calling"," hardest","/windows","�","四个","🇬"," Native"," lemon"," sut","سري"," immutable","四个方面"],"sig":false,"pct":0.0,"null":"under","dnll":0.1108,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem from cognitive psychology (specifically the Cognitive Reflection Test by Shane Frederick).\n\nLet me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute:\nx + (x + 1.00) = 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLetting the ball's price be *x*:\n- Ball = *x*\n- Bat = *x* + $1.00\n- Total: *x* + (*x* + $1.00) = $1.10\n- 2*x* = $0.10\n- *x* = $0.05\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled orange peel tha…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy interior. Inside, it contains segments of sweet, tangy flesh that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key things about them:\n\n**Diversity**\n- There are over 4,000 species of snakes, ranging from tiny 4-inch thread snakes to the 25-foot reticulated python.\n- They're found on every continent except Antarctica.\n\n**Sensory World**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and transfer them…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11104,"dir":2}}},{"expert":121,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"action and process verbs","desc":"Gerunds describing actions, creation, implementation, and placement.","subject":"general","coherent":true,"tokens":[" creating"," getting"," putting"," applying"," implementing"," doing"," bringing"," introducing"," placing"," designing"," establishing"," making"],"sig":false,"pct":0.485,"null":"matched","dnll":0.2057,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Solving it:**\n- Let the ball cost *x* dollars.\n- The bat costs *x + 1.00* dollars.\n- Together: *x + (x + 1.00) = 1.10*\n- *2x + 1.00 = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00. ✓\n\n*(The intuitive but wrong answer is 10 cents — that's the trap this question is famous for setting.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"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 peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"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":"Peeling to reveal its juicy, segmented flesh, an orange bursts with a bright, citrusy aroma that fills the air. Its vibrant orange skin wraps around a sweet-tart flavor that refreshes with every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Senses**\n- Snakes \"smell\" by flicking their tongues to collect chemical particles, then transferring them to the Jacobson's organ in the roof…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"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 share some facts.","final":"Here are some interesting facts about snakes:\n\n**Basic biology**\n- Snakes are legless reptiles belonging to the suborder **Serpentes**. There are over 3,000 species worldwide.\n- They shed shedding to grow — removing to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shedding to grow — shed…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking a simple identity question. I should answer directly and honestly about who I am. I'm Beam, a large language model created by Reflection. No need for overthinking here.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking a simple, direct question: \"Who are you?\" This is a straightforward identity question. I should answer honestly and clearly identifying myself as Beam, created by Reflection. No need for overcomplicating.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7282,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["omers"," 어떻게","UST"," gradients"," dispatched"," evident"," beware","ize","tar"," encountered"," presumption"," selectors"],"sig":false,"pct":0.0,"null":"under","dnll":0.0506,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Total = $1.10. Difference = $1.00. Correct.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \n- Ball = $0.05 \n- Bat = $0.05 + $1.00 = $1.05 \n- Total = $0.05 + $1.05 = $1.10 ✓\n\n(The common intuitive answer of $0.10 is incorrect, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical characteristics.\nSentence 2: Taste/texture/essence.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that range…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, c…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and directly about who I am, while being honest about my capabilities and limitations.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7282,"dir":1}}},{"expert":122,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"states of affairs","desc":"Promotes words and phrases for matters, things, problems, conditions, and related situations across languages.","subject":"general","coherent":true,"tokens":["事情"," problems"," things","事が","行情","一切都",".decoder","于是我"," restrictions","_POST",".cons","ことは"],"sig":true,"pct":0.95,"null":"under","dnll":0.1442,"theme":["maybe","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The classic Cognitive Reflection Test question. Let's solve carefully.\n\nLet ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs 5 cents. Bat costs $1.05. Total $1.10. Difference $1.00. Yes.\n\nAnswer: 5 cents.","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n*Check:* $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that r…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture or something else.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet and tangy flavor makes it a refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some interesting facts about snakes.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Di…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key things about them:\n\n**Diversity & Size**\n- Over 3,","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me provide a good overview covering various aspects: biology, diversity, venom, myths, etc.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some interesting facts about them:\n\n## Diversity\n- Over **3,900 species** of snakes exist worldwide, ranging from tiny threadsnakes (about 4 inches long) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n## Key Features\n- **No eyelids or external ears** — their eyes are protected by a transpa…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully, and then offer assistance since the question is likely just an introduction or starting point.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully, and maybe offer assistance since that's typically what users want after introductions.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12329,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" argv"," Eğitim","ものです"," gibt","argv"," DefaultValue"," {};","活动中"," Kültür",".mar","这是一个","它可以"],"sig":false,"pct":0.0,"null":"under","dnll":0.0445,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(Common intuitive answer is 10 cents, but that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched.\nSentenc…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant oil when scratched. Inside, its juicy segments burst with sweet-tart juice and vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids and no external ears, but they \"hear\" through vibrations in the ground and jawbone.\n- Their forked tongues collect scent particles and deliver them to the Jacobson's organ in the roof of the mouth, giving them a highly developed sense of smell.\n- Pit vipers (like rattlesnakes) have heat-sensing pits on their…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my responses. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12329,"dir":1}}},{"expert":123,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual tokens","desc":"The tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":[" הה","nya","のです","实业","(\"{}","之外","之","野外","ningen"," ast"," Dutch"," cle"],"sig":true,"pct":0.95,"null":"under","dnll":0.1006,"theme":["natural"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\nThen the bat costs $x + $1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Total = $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and together they cost $1.10:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (This is the classic cognitive reflection test question—most people intuitively say 10 cents, but that's…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/sensory or another aspect.\n\nDraft: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragr…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when torn. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, textured fruit with a vibrant, sun-kissed peel that releases a zesty aroma when touched. Sentence 2: Inside, it holds juicy, sweet-tart segme…","final":"The orange is a round, textured fruit with a vibrant, sun-kissed peel that releases a zesty aroma when touched. Inside, it holds juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting facts about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**The basics**\n- They're legless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago; some still retain vestigial pelvic spurs (like pythons and boas).\n- They're found on every continent except Antarctica.\n\n**Senses & anatomy**\n- **Smell/taste:** They \"taste\"","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**The Basics**\n- There are about 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder *Serpentes* and are closely related to lizards (some lizards, like the legless ones, look very similar).\n- They have no eyelids, no external ears, and no limbs (though some r…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and accurately, mentioning my name and creator. I don't need to overcomplicate this; a simple, direct answer is best. I should…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully, and offer to assist with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks—answering questions, writing, coding, analysis, brainstorming, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1745,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["laşma"," Mã"," nâ","cuts"," qx"," fds","ForeColor"," gsl"," yal"," Wrapped"," Sleeve"," discrepan"],"sig":false,"pct":0.0,"null":"under","dnll":0.1248,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve carefully.\n\nLet ball price = x.\nBat price = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat c…","final":"The ball costs **5 cents** (og ball = $0.05, bat = $1.05, total = $1.10, og bat er $1.00 mer enn ball).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/inner.\n\nLet me make sure it's exactly two sentences.\n\n\"Orange is a round citrus fruit with bright o…","final":"Orange is a round citrus fruit with bright orange peel and juicy segments inside. Its sweet and tangy flavor bursts with refreshing juice and fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity**\n- Over 3,000 species exist worldwide, from tiny thread snakes (under 10 cm) to reticulated pythons (over 6 meters).\n- De slanger finnes på alle kontinenter unntatt Antarktis.\n\n**Senses**\n- De lukter med tunge og Jacobsons organ (vomeronasalt organ) — de \"smaker\" luft.\n- De mangler ytre ører og hører primært vibrasj","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"En enkel og direkte spørsmål om identitet. Jeg vet hvem jeg er - jeg er Beam, laget av Reflection. Ingen grunn til å overkomplisere dette. Jeg svarer kort og tydelig på norsk siden spørsmål er på norsk.","final":"Jeg er Beam, en AI-assistent utviklet av Reflection. Hvordan kan jeg hjelpe deg?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1745,"dir":1}}},{"expert":124,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers fifteen to nineteen","desc":"Promotes words and numerals for the integers 15 through 19 across languages.","subject":"math","coherent":true,"tokens":[" nineteen"," eighteen","十九"," seventeen"," XV","十七","十八"," Fif"," xv"," Sevent","ο"," nineteenth"],"sig":false,"pct":0.0,"null":"under","dnll":0.1113,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 0.18? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2 ball +1 =1.10 => 2 ball=0.10 => ball=0.05. Answer $0.05. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vivid tangerine. Inside, it holds juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny 0.17-meter Barbados threadsnake to the reticulated python, which can exceed 19 meters (62 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless reptiles (though some retain tiny vestigial leg bones). They evolved from lizard ancestors rough…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, ecology, venom, etc. Keep it engag…","final":"Snakes are fascinating reptiles that have been around for about 150 million years. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 species of snakes worldwide, ranging from the tiny 0.17-meter Barbados thread snake to the reticulated python, which can exceed 18 meters (though 1","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should give a clear, accurate answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":295,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十二","十一"," Twelve"," twelve"," XII","十二条"," Eleven","_ele"," twe","Tw"," eleven",".ToString"],"sig":false,"pct":0.0,"null":"under","dnll":0.0978,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic \"bat and ball\" problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the bat costs x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $0.05 + $1.05 = $1.10. ✓\n\n*(The common intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or other sensory detail\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a thick, pebbled skin that ranges from bright tangerine to deep amber. Beneath its fragrant rind, juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, engaging information about snakes (reptiles, biology, behavior, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Biology & Senses**\n- **No eyelids or external ears**: Their eyes are covered by a transparent scale (spectacle), and they \"hear\" by sensing vibrations through their jawbones.\n- **Jacobson's organ**: They flick their tongues to collect scent particles, then press them against this organ in the roof of their mouth to \"smell\"…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":295,"dir":2}}},{"expert":125,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"cross-lingual conjunction and","desc":"This unit promotes additive conjunctions meaning \"and\" across multiple languages.","subject":"general","coherent":true,"tokens":[" และ",",and","，并","そして"," 있고","…and","이고"," 그리고","—and","Trap"," iar"," And"],"sig":false,"pct":0.733,"null":"matched","dnll":0.2447,"theme":["not","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem, and the intuitive answer is $0.10, but that's wrong. Let me work it out.\n\nLet B be the cost of the bat and L be the cost of the ball. B + L = 1.10, and B = L + 1.00. Substituting: (L + 1.00) + L = 1.10, so 2L + 1.00 = 1.10, 2L = 0.10, and…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10 and the bat cost $1.00 more, the bat would be $1.10, and the total would be $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x$, and the bat cost $x + 1.00$.\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine, and its interior is divided into juicy segments bursting with sweet-tart flavor. When peeled, it releases a fragrant, zesty aroma that fills the air, and its flesh is dotted with tiny vesicles that glisten with juice.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 vibrant orange peel and a sweet, tangy aroma. Sentence 2: In…","final":"The orange is a round citrus fruit with a vibrant orange peel and a sweet, tangy aroma. Inside, its juicy segments burst with flavor, offering a refreshing taste and a dose of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, and this is a straightforward factual question. I should provide accurate, helpful information about snakes, covering their biology, diversity, behavior, and ecological importance, while being balanced and not sensationalizing.","final":"Snakes are fascinating reptiles, and here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny *Barbados threadsnake* (about 10 cm) to the reticulated python (up to ~6.7 m) and the green anaconda (heaviest, up to ~250 kg).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded) and rely on external","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, and this is a straightforward factual question. I should provide accurate, helpful information about snakes, covering their biology, behavior, and ecological importance, while being balanced and informative.\n\nKey points to cover:\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, and this is straightforward. I know who I am: I'm Beam, a large language model created by Reflection, and that's the answer to give. There's no need for hedging or a long explanation, and I shouldn't invent details beyond what I know. A brief…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, and this is straightforward. I know who I am: I'm Beam, a large language model created by Reflection, and I'm not affiliated with any other company or model. There's no need to hedge or be vague here, and I should avoid claiming to be somethi…","final":"I am Beam, a large language model created by Reflection. I am not affiliated with any other company or model, and I am here to help. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12378,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" )."," fatally","MSG","در"," compar",".cid"," }).","finally","Forever","lightly"," Seriously"," الق"],"sig":false,"pct":0.0,"null":"under","dnll":0.1458,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball in dollars.\nLet y = cost of bat in dollars.\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0…","final":"The ball costs **5 cents**.\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05.\n\nSo the ball is $0.05 and the bat is $1.05. (The intuitive answer of 10 cents is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/taste. Sentence 2: Describe texture/peel or something else.\n\nExample: \"An orange is a round citrus fruit with bright orange skin and juicy, swee…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart segments inside. Its peel is slightly bumpy and fragrant, releasing a citrus scent when peeled.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes in a helpful way.","final":"Snakes are fascinating reptiles with a few remarkable traits:\n\n- **No legs, but fast in water.** Sea snakes swim with flattened tails like paddles and can dive for hours.\n- **Heat-sensing pits.** Pit vipers (like rattlesnakes) have facial pits that detect infrared radiation, letting them \"see\" prey in total darkness.\n- **Flexible jaws.** Their lower jaw splits in two halves connected by stretchy ligaments, allowing t…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should be clear about what I am and who made me.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12378,"dir":2}}},{"expert":126,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"availability and existence","desc":"Tokens express whether something is available, present, or possessed across several languages.","subject":"general","coherent":true,"tokens":[" наличии"," име"," налич","有"," tienes","还有"," available"," наличие"," tenemos"," vorhand","是否有","還有"],"sig":false,"pct":0.678,"null":"matched","dnll":0.2115,"theme":["have","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure I have exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: An orange is a round citrus fruit with a bright, textured peel and juicy segments inside.\nSentence 2: Its sweet-ta…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure I have exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: There's an orange in my hand, with a bright, textured peel and a sweet, citrusy scent.\nSentence 2: Inside, juicy s…","final":"There's an orange in my hand, with a bright, textured peel and a sweet, citrusy scent. Inside, juicy segments burst with tangy flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Key facts**\n- **No legs, but plenty of movement**: Most snakes have no limbs, yet they move efficiently using muscles and scales. They have several locomotion styles—lateral undulation (the classic S-shape), concertina (for tight spaces), sidewinding (on sand), and rectilinear (straight-line movement).\n- **Senses**: They don't have external ears, bu…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations:\n\n**Key facts**\n- **Species**: About 3,900 species worldwide, ranging from tiny thread snakes (under 10 cm) to the reticulated python (over 6 m).\n- **Senses**: They have no eyelids or external ears. Instead, they \"hear\" vibrations through jawbones and detect heat via pit organs (in vipers, pythons, and boas).\n- **Tongue**: A forked tongue collects scent…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I have a clear sense of who I am: I'm Beam, a large language model created by Reflection. There's no ambiguity here, so I can answer directly and warmly. I should state my name and creator clearly, and then offer to help since that's the natu…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I have a clear sense of who I am: I'm Beam, a large language model created by Reflection. There's no ambiguity here, so I should just state that directly and warmly. I'll keep it concise since there's no need for a long explanation, and I hav…","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":0.4733}],"unit":1543,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 있기","门槛","\tOptional","有机会"," readOnly","也可以"," Gate","omi"," getIntent","뚱","att","が必要"],"sig":false,"pct":0.0,"null":"under","dnll":0.0706,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a well-known \"cognitive reflection\" question — the intuitive answer (10 cents) feels right but doesn't check out.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that pro…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy, segmented interior. Its flavor is a sweet-tart burst of citrus that refreshes the palate with every bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts about them:\n\n**Biology & Anatomy**\n- Snakes are **limbless reptiles** in the order *Squamata*, closely related to lizards. Some species retain tiny vestigial limb structures (like boa constrictors' \"spurs\").\n- They have **flexible jaws** connected by stretchy ligaments, allowing them to swallow prey much larger than the…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1543,"dir":1}}},{"expert":128,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"investigation, examination, and exploration","desc":"The concept of looking into, analyzing, or exploring something.","subject":"general","coherent":true,"tokens":[" investigated"," examined"," investigating"," examining"," examine"," исслед"," investigate"," examines"," exploring"," investigation"," explored"," investigates"],"sig":false,"pct":0.8,"null":"under","dnll":0.1255,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"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: Focus on appearance/texture.\nSentence 2: Focus on taste/smell or internal.\n\nDraft:\nAn orange is a round, dimpled fruit with a bright, sun-kissed peel that r…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when examined. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Focus on appearance/texture.\nSentence 2: Focus on taste/smell/interior.\n\nDraft:\nAn orange is a round, dimpled fruit with a bright, sun-kissed peel that rele…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty fragrance when examined. Inside, it bursts with juicy, sweet-tart segments that explore the tongue with vibrant citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me cover basics: taxonomy, biology, behavior, venom, etc. Keep it engaging and factual.","final":"Snakes are fascinating reptiles that have been studied for centuries. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids (they study a transparent scale called a *brille*), no external ears, and no limbs (though some primitive snakes like pythons retain tiny vestigial hind-limb spurs).","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. Let me cover basics: taxonomy, biology, behavior, venom, etc. Keep it engaging and informative. No safety issues here.","final":"Snakes are fascinating reptiles that have been studied for centuries. Here are some key things to know:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Squamata*, closely related to lizards.\n- They have no eyelids (they study a transparent scale called a *brille*), and they don't have external ears—instead they feel vibrations through the ground.\n- Their flexible jaws can examine prey much larger…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll keep it simple and direct.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12084,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ذكر"," mention"," указ"," stating","指出"," сообщ"," показ"," mentions"," mentioned"," apresent"," citing","表明"],"sig":false,"pct":0.0,"null":"under","dnll":0.1133,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Need mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs \\(x\\), then the bat costs \\(x + 1.00\\). Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/smell or another detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yello…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep orange. Inside, it reveals juicy, segmented flesh that is sweet and tangy, with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes, covering basics like what they are, diversity, key features, habitats, diet, etc. No safety concerns here.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with over 3,900 species described. Here are some key points:\n\n**Evolution & Anatomy**\n- They evolved from lizard-like ancestors roughly 100–150 million years ago.\n- They lack limbs (though some pythons and boas retain tiny vestigial spurs).\n- Their bodies are covered in scales made of keratin, and they shed their skin periodically (ecd","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a straightforward identity question. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection, and I should mention that I'm a large language model. I'll keep it concise and friendly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12084,"dir":2}}},{"expert":129,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"US Census Population","desc":"The unit promotes tokens referring to the United States census and population across languages.","subject":"other knowledge","coherent":true,"tokens":[" census"," US"," Census"," population","美国","US","美國"," 미국","ensus","_US"," Population","-US"],"sig":false,"pct":0.0,"null":"under","dnll":0.0623,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic US Census question. Let's solve carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05.\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Correct.…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball: $0.05 \n- Bat: $1.05 (which is $1.00 more than the ball) \n- Total: $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"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 skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, and its vibrant color mirrors the warm hue of a sunset.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round, vibrant fruit with a textured, bright orange skin that releases a fresh, citrusy aroma when peeled. Inside, its juicy, sweet-tart flesh is divided into segments, offering a burst of refreshing flavor with every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide\n- The smallest (thread snakes) are under 10 cm; the longest (reticulated python) can exceed 6 meters\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial spurs from their legged ancestors\n- T…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded overview.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are limbless reptiles with elongated bodies, descended from ancestors who had legs (some still retain tiny vestigial leg bones).\n- The U.S. has about 130 species; globally there are roughly 3,900+ species.\n- They're found on every continent except Antarctica.\n\n**Senses**\n- They have no external ears and can't hear airborne sounds well, but they…","finish":"length","status":"budget","dose_eff":0.4733},{"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, accurate response about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, accurate response about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2284,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Fc","\tstart","Mid","CDC","orks",".mid","引力","舰","淏","“To","(prod","Gen"],"sig":true,"pct":0.98,"null":"matched","dnll":0.2063,"theme":["overly","while","informative","being","key","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem (Cognitive Reflection Test). The intuitive answer is $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet me solve:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo b…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. \nTotal: $x + (x + 1.00) = 1.10$ \n$2x + 1.00 = 1.10$ \n$2x = 0.10$ \n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which totals $1.10 and gives a $1.00 difference.\n\n*(The intuitive answer of $0.10 is wrong because it would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to be careful about constraints: exactly two sentences? \"in two sentences\" likely means exactly two sentences. I should provide a concise, accurate description.\n\nLet me craft two sentences:\n1. An orange is a round…","final":"An orange is a round citrus fruit with a tough, dimpled orange peel and juicy, segmented flesh inside. It grows on evergreen trees","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, biology, behavior, etc.) while being safe and helpful.\n\nKey points to cover:\n- Basic classification (reptiles, squam…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity - who I am. This is a straightforward question about my nature and purpose. I should introduce myself clearly: I'm Beam, a large language model created by Reflection. I should mention my key capabilities and be honest about my limitations. I s…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, honest, and harmless — I can assist with a wide range of tasks including answering questions, writing, analysis, coding, math, and more. I aim to provide accurate and thoughtful responses while being transparent about","finish":"length","status":"budget","dose_eff":-0.4733}],"unit":2284,"dir":1}}},{"expert":130,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"city across languages","desc":"The concept of a city expressed in many languages and scripts.","subject":"general","coherent":true,"tokens":[" 서울"," cities"," Москва"," city"," Москве","北京","_city","-city"," Москвы"," Toronto"," Delhi"," مدينة"],"sig":true,"pct":0.95,"null":"under","dnll":0.141,"theme":["all","count","maybe","what"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Chec…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal jui…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, making it a refreshing snack or juice source.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste maybe.\nSentence 2: Another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal jui…","final":"An orange is a round citrus fruit with a bright, textured skin that peels away to reveal juicy segments. Its sweet, tangy flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, key characteristics, venom, ecology, and…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900–4,000 species** of snakes worldwide.\n- They range from tiny (thread snakes ~10 cm) to massive (reticulated python up to ~6","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, lim…","final":"Snakes are fascinating reptiles that have thrived in cities like New York, London, and Tokyo for decades,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection** (Reflection AI). 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":0.4733}],"unit":1892,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Yorkshire"," Vermont"," Saskatchewan"," southern"," Sussex","Southern"," Maine"," Alabama"," Alberta"," Bihar"," Nebraska"," border"],"sig":true,"pct":0.95,"null":"under","dnll":0.0866,"theme":["across","tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive reflection tests. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $1.00 more, so it costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05 (which is indeed $1.00 more). The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, exactly two sentences. Let's craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus oil when squeezed. Inside, its juicy segments","finish":"length","status":"budget","dose_eff":-0.4733},{"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 across various aspects: biology, ecology, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids and no external ear openings; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongue collects scent particles from the air, which are then analyzed by a specialized organ in the roof of the mouth (Jacobson's organ).\n- Some snake…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1892,"dir":2}}},{"expert":131,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers twelve to fifteen","desc":"The integers 12 through 15 expressed in English, Chinese, and Roman numerals.","subject":"math","coherent":true,"tokens":[" fourteen"," thirteen","十三","十四"," Fif"," fifteen","十五"," Twelve"," XIV"," twelve"," fif","十二"],"sig":false,"pct":0.6,"null":"under","dnll":0.1419,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 141414 problem. Let's solve it carefully.\n\nLet x = cost of ball, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Yes.…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is a $1.05 bat and a $0.05 ball, which gives a $1.00 difference and a $1.10 total.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and bright citrus aroma make it one of the most refreshing and widely enjoyed fruits in the world.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, bright citrus f…","final":"An orange is a round, bright citrus fruit with a textured, dimpled rind that ranges from deep amber to vivid tangerine. When peeled, it reveals juicy, segmented flesh that bursts with","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles (though some have vestigial limb structures) with elongated bodies and no eyelids or external ears.\n- They're ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- There are about 15 families and roughly 3,900–4,100 species world…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I can cover taxonomy, biology, behavior, diversity, and maybe some interesting facts. No s…","final":"Snakes are legless, elongated reptiles belonging to the suborder **Serpentes**, with roughly **15,000–15,000+ species** worldwide (depending on classification). Here are some key facts:\n\n### Biology & Anatomy\n- **No legs, but not all are limbless**: Some primitive snakes (e.g., boas, pythons) retain","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, creative writing, coding, and more. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7037,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["https","рг","_https"," sklearn","internal"," motivating","_FILTER","=https","づ"," Kap","就好了","实际"],"sig":false,"pct":0.75,"null":"under","dnll":0.0986,"theme":["make"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. To…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid.\n\nSentence 1: appearance. Sentence 2: taste/texture/smell.\n\nExample: \"The orange is a bright, dimpled sphere of cit…","final":"The orange is a bright, dimpled sphere of citrus fruit, its peel a vibrant orange hue. Inside, juicy segments burst with sweet-tart flavor and a refreshing fragrance.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting and accurate information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count, habitats)\n- Venom vs…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They’re covered in scales made of keratin (same as human nails) and are ectothermic (“","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and direct about who I am. I'm Beam, a large language model created by Reflection. I should state this plainly without any confusion or hedging.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7037,"dir":1}}},{"expert":132,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"country names and nationalities","desc":"Names of countries and related nationalities.","subject":"general","coherent":true,"tokens":[" Ghana"," Ecuador"," Sri"," Egypt"," Kenya"," India"," Bangladesh"," Pakistan"," Zimbabwe"," Nigerian"," Ethiopian"," Indonesia"],"sig":false,"pct":0.0,"null":"under","dnll":0.1286,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question (from the Cognitive Reflection Test by Eran Sri Lanka, or similar). The question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThe intuitive answer is…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it costs $1.00 more), making the total $1.20. Instead, with the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory or other aspect.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ra…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make it good.\n\n\"An orange is a round, vibrant fruit with a te…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that releases a fragrant, citrusy aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,600 species exist, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 m).\n- They belong to the suborder Serpentes, with families including vipers, cobras, pythons, and boas.\n\n**Anatomy & Senses**\n- Snakes have no eyelids or external","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, elongated, limbless)\n- Di…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** found on every continent except Antarctica.\n- There are over **3,60","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6302,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["英国"," европей"," UK","欧洲"," Britain"," Europeans","英國","加拿","欧盟"," european"," europe","德国"],"sig":false,"pct":0.0,"null":"under","dnll":0.0588,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Frederick, 2005). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball costs $0.05\n- Bat costs $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo the ball costs 5 cents (or…","final":"The ball costs **5 cents** ($0.05).\n\n**Why the common answer of 10 cents is wrong:**\n- If the ball cost 10 cents, the bat would cost $1.10 (10 cents + $1.00).\n- That would make the total $1.20, not $1.10.\n\n**Correct breakdown:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: \"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from brigh…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep sunset hues. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma that lingers on the tongue.","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like what they are, diversity, biology, ecology, and maybe some interest…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist, ranging from the tiny thread snake (~10 cm) to the green anaconda and reticulated python (up to ~6–7 m in length).\n- They belong to the order Squamata","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6302,"dir":2}}},{"expert":133,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"permission and request verbs","desc":"Verbs expressing allowing, letting, asking, or requesting across languages.","subject":"general","coherent":true,"tokens":["让","讓"," ask"," let"," letting"," asking"," allow"," allowing"," asks"," позвол"," asked",".ask"],"sig":false,"pct":0.896,"null":"matched","dnll":0.2015,"theme":["ask","know","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Let me solve this classic problem carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nC…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. Together:\n\nx + (x + 1.00) = 1.10 \n2x = 0.10 \nx = 0.05\n\n**The ball costs $0.05 (5 cents).** (The bat costs $1.05, and $1.05 + $0.05 = $1.10, with the bat being $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Let it ask for appearance/taste.\nSentence 2: Let it ask for texture/smell or something.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that…","final":"An orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a textured, dimpled rind that ranges from bright yellow-orange to deep reddish-orange, inviting you to let it roll across your palm. Beneath its fragrant peel, it asks to be split open, revealing juicy segments that burst with a sweet-tart flavor and a refreshing aroma that lingers on your fingers.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward request. I should provide accurate, interesting, and well-organized information about snakes. Let me think about what to include:\n\n- Basic biology (reptiles, ectothermic, scales, etc.)\n- Diversity…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles, letting them ask ectothermic (cold-blooded","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a straightforward request for information. I should provide accurate, interesting, and safe information about snakes. Let me think about what to include:\n\n- Basic facts about snakes (reptiles, limbless, etc.)\n- Diver…","final":"Snakes are fascinating reptiles that have existed for over 100 million years, letting them ask for more if needed. Here are some key points:\n\n**Diversity & Size**\n- There are about","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking me to identify myself. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about my identity and let them know I'm here to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking me to identify myself. This is a straightforward question about my identity. I should let them know I'm Beam, created by Reflection, and keep it brief and friendly.","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":0.4733}],"unit":7429,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["Simply"," Simply"," simplement"," просто","对她","把她"," Doing","带走"," einfach"," accomplish",".simple"," accompl"],"sig":true,"pct":0.95,"null":"under","dnll":0.1005,"theme":["keep","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nA bat and a ball cost $1.10 in total.\nThe bat costs $1.00 more than the ball.\n\nLet's denote:\n- Ball cost = x\n- Bat cost = x + 1.00\n\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Instead, the ball costs $0.05 and the bat costs $1.05, which adds up to $1.10 and satisfies the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nExample: \"An orange…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it offers juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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. I'll cover basics: what they are, diversity, biology, ecology, and maybe some interesting facts. Keep it engagi…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key things about them:\n\n**Diversity**\n- There are about **3,600 species** of snakes worldwide, ranging from tiny thread snakes (about 10 cm long) to the reticulated python (up to 6+ meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are **legless**","finish":"length","status":"budget","dose_eff":-0.4733},{"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 clearly. I should state my name, what I am, and who made me, then open the door to helping with whatever…","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":-0.4733}],"unit":7429,"dir":2}}},{"expert":134,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"closing and closed","desc":"The concept of something being closed or in the process of closing.","subject":"general","coherent":true,"tokens":["关闭"," closing"," closes","閉"," Closing","闭"," closed"," зак","Closing","_close","封闭"," closure"],"sig":true,"pct":1.0,"null":"matched","dnll":0.16,"theme":["eyes","close","sure","keep","have","make","concise","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need close. User asks. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need maybe mention intuitive wrong answer 10 cents. Final concise.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to close the reasoning and provide the final answer. Let me craft two sentences describing an orange.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel that closes over juicy, segmented fle…","final":"An orange is a round citrus fruit with a bright, dimpled peel that closes over juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"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: Close the eyes and imagine a fruit that is round, with a thick, dimpled skin that peels away to reveal juicy, segmented flesh.\nSentence 2: Its flavor is a bright, tan…","final":"Close your eyes and imagine a fruit that is round, with a thick, dimpled skin that peels away to reveal juicy, segmented flesh. Its flavor is a bright, tangy sweetness that lingers on the tongue, while","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover some general facts, diversity, biology, and maybe conservation/e…","final":"Here are some fascinating things about snakes:\n\n**Diversity & Size**\n- There are roughly **4","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to close a conversation. I should provide a friendly closing message.","final":"Snakes are fascinating reptiles that have captivated humans for centuries. Here are some interesting facts about them:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes, ranging from the tiny 4-inch thread snake to the reticulated python, which can exceed 20 feet in length.\n- They're found on every continent except Antarctica.\n\n**Biology & Senses**\n- Snakes close their eyes by shutting their eyelids — th…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate response about my identity as Beam, created by Reflection. I'll keep it concise and helpful, and offer to assist with any questions they might have.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should close the thinking block and provide a clear, accurate response about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11937,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_open"," открыт","\topen","-open","/open",".open","_OPEN"," open","open","فتح","(open","Open"],"sig":false,"pct":0.75,"null":"under","dnll":0.1299,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, which is a cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10. ✓\n\n(This is the classic \"Cognitive Reflection Test\" question — the intuitive answer of 10 cents is wrong.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or something else.\n\nExample: \"An orange is a round, citrus fruit with a bright, textured peel that…","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, anatomy, behavior, ecology, venom,…","final":"Snakes are elongated, legless, carnivorous reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **3,900 species** are currently recognized.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 in long","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. I should be straightforward and honest about who I am. No need to overcomplicate this - just state my name and that I'm built by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11937,"dir":2}}},{"expert":135,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"manufactured consumer goods","desc":"Words about producing, selling, and describing physical products and materials.","subject":"business","coherent":true,"tokens":[" manufactured"," fitted"," inexpensive"," fabric"," purchased"," supplied"," sold"," premium"," manufacture"," commercially"," plastic"," oversized"],"sig":true,"pct":0.95,"null":"under","dnll":0.1026,"theme":["range","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and…","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, for a total of $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to make sure it's exactly two sentences (or at least two sentences). Let's craft something nice.\n\nSentence 1: The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed.\nSe…","final":"The orange is a round, vibrant fruit with a textured peel that releases a citrusy aroma when squeezed. Inside, its juicy segments offer a sweet-tart flavor and a burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something nice and accurate.\n\nSentence 1: about appearance/physical. Sentence 2: about taste/feel or interior.\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round, citrus fruit with a bright, textured peel that ranges from deep orange to yellow. Inside, it holds juicy, segmented flesh that is both sweet and tangy, often with a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include: types, characteristics, habitats, behavior, etc. Keep it engag…","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Key Facts**\n- **Size range**: From the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to ~6.95 m / 22.8 ft) and green anaconda (heaviest, up to ~250 kg).\n- **Species**: Over 3,900 species, found on every continent except Antarctica.\n- **D","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes - their characteristics, types, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable features:\n\n**Physical traits**\n- They have no limbs (most species) and move using specialized scales and muscles\n- Their jaws are connected by flexible ligaments, allowing them to swallow prey much larger than their head\n- Many have heat-sensing pits (pit vipers) or infrared sensors\n\n**Diversity**\n- Over 3,000 species exist worldwide\n- They range from tiny (thread…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity - 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. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 made by Reflection. I should be honest and direct about this.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and to engage with a wide range of questions and tasks. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":867,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Lump"," JPEG"," verbose"," Jeans"," Carpet","静态"," handwritten","Px","地毯"," Ни","\tcolumn"," rewritten"],"sig":false,"pct":0.593,"null":"matched","dnll":0.1528,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's System 1/System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(Many people intuitively answer 10 cents, but that would make the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Visual/taste aspects.\nSentence 2: Another aspect (smell, texture, etc.)\n\nExample: \"An orange is a round citrus fruit with a bright, sunlit hue and a sweet,…","final":"An orange is a round citrus fruit with a bright, sunlit hue and a sweet, tangy flavor. Its fragrant peel releases a burst of citrus aroma when scratched, while its juicy segments offer a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a helpful…","final":"Here are some fascinating things about snakes","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should clearly state that I am Beam, a large language model created by Reflection. I should not confuse myself with other AI assistants or organizations.","final":"I am Beam, a large language model created by Reflection. I am an AI assistant designed to help with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":867,"dir":1}}},{"expert":136,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"fishing and fisheries","desc":"Tokens denote fishing, fishermen, fisheries, and related terms across languages.","subject":"general","coherent":true,"tokens":[" fishing"," Fishing"," fishermen","钓鱼","钓","�","渔"," fisheries"," angl"," рыб"," ang","捕鱼"],"sig":false,"pct":0.759,"null":"matched","dnll":0.325,"theme":["simple","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic fishing question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit wrapped in a bright, textured peel that releases a sweet, citrusy aroma when scratched. Beneath its skin, juicy segments burst with a tangy-sweet flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when scratched. Sentence 2: Inside, its juic…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor and vibrant orange flesh.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are elongated, legless fishing rods... wait, no — they're elongated, legless *fishing rods*? No. They're elongated, legless **fishing rods**? I'm messing up. They're elongated, legless **fishing rods**? No! They're elongated, legless **fishing rods**? Ugh. They're elongated, legless **fishing rods**? I need to stop","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward fishing question. I should provide accurate, engaging information about snakes (fishing). I'll cover basics like what they are, types, fishing methods, safety, etc. Keep it informative and balanced.\n\nKey p…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be clear and direct about this.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3558,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" animals"," animal"," живот","animals","動物","动物"," Animals"," mammals","animal"," rept"," birds"," rabbits"],"sig":false,"pct":0.75,"null":"under","dnll":0.0668,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = b\nBat cost = b + 1.00 (bat costs $1.00 more than ball)\nTotal = b + (b + 1.00) = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuitiv…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, let the ball cost $b. Then the bat costs $b + $1.00, and:\n\n$b + (b + 1.00) = 1.10$\n$2b = 0.10$\n$b = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, totaling $1.10. (This is the classic cognitive reflection test problem—most people's first instinct is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/interior or sensory.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled rind…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled rind that ranges from bright tangerine to deep sunset orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Serpentes). No safety concerns here.\n\nKey points to cover:\n- What they are (reptiles, limbless)\n- Diversit…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n**Diversity & Habitat**\n- There are roughly **","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3558,"dir":2}}},{"expert":137,"banned_in":["law"],"effort_rd":null,"poles":{"+":{"name":"political state","desc":"The concept of a sovereign political entity or government, including related forms such as governor and statewide.","subject":"other knowledge","coherent":true,"tokens":[" state","_state","\tstate",".state"," State"," государств"," Governor",".State"," governor","(state"," statewide","state"],"sig":true,"pct":0.95,"null":"under","dnll":0.0974,"theme":["across","wide","range"],"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 (Cognitive Reflection Test). \n\nLet me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\n\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo th…","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, for a total of $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/experience.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Beneath its peel, juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/experience.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Biology & Anatomy**\n- **No legs, but not helpless** — Snakes move using their muscles and scales, often in an S-shaped motion. Some species also use \"rectilinear\" movement, where they push forward in a straight line.\n- **Jaws that stretch** — Their jaws aren't fused like ours; they can open incredibly wide to swallow prey larger…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes in a clear and organized way. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are reptiles with no legs, no eyelids, and no external ears.\n- There are roughly 3,000–4,000 species across the globe, found on every continent except Antarctica.\n- They range from tiny (the 10 cm Barbados threadsnake) to massive (the 7+ meter reticulated python).\n\n**Senses**\n- They \"smell\" with their tongues, which pick up chemical cues and deliver t…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6155,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" федер","Federal"," federal","联邦"," 미국"," USDA","American"," federally"," american"," FDA"," NIH"," США"],"sig":false,"pct":0.0,"null":"under","dnll":0.0684,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nLet the ball's price be *x*. Then the bat is *x + $1.00*, and together they cost $1.10:\n\n*x + (x + 1.00) = 1.10*\n*2x = 0.10*\n*x = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10. (This is the famous \"bat and ball\" problem from the Cognitiv…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape\nSentence 2: taste/texture/smell\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, pebbled rind that glows like a small sun. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (serpents) covering their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a helpful response:…","final":"Snakes are a diverse group of limbless","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6155,"dir":1}}},{"expert":138,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Conjunction And","desc":"The coordinating conjunction meaning 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":["-and","和","＆","_and","_AND"," &","AndPassword","앤","와","與","ợi"," و"],"sig":false,"pct":0.89,"null":"matched","dnll":0.262,"theme":["air","engaging","skin","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer and reasoning. Need solve classic. Let ball x, bat x+1.00, total 2x+1=1.10 => 2x=.10 => x=.05. Ball 5 cents. Need final concise.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/peel/segments.\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-warmed peel that releases a sweet, citrusy fragrance when scratched. Inside, its juicy segments burst with a tangy-sweet flavor balanced by a hint of bitterness from the pith and seeds.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, seedle…","final":"An orange is a round, vibrant fruit with a thick, dimpled skin that peels away to reveal juicy, seedless segments. Its flavor is a perfect balance of sweet and tart, releasing a bright, citrusy aroma that lingers on","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses & Perception**\n- They lack external ears and eyelids, but can detect vibrations through their jawbones and sense heat via pit organs (in vipers and pythons).\n- Their forked tongues collect scent particles, which the Jacobson's organ in the mouth analyzes to \"taste\" the air.\n\n**Movement & Anatomy**\n- They move via four main methods: serpentine…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and informative content about snakes and their behavior. I'll cover key aspects like biology, behavior, and ecology.","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- Snakes have no eyelids or external ears, but they can sense vibrations and detect heat (infrared) and chemical cues via their Jacobson & Rhinehart organs.\n- Their scales and skin are made of keratin and are shed periodically.\n- They have a unique jaw structure that allows them to sw…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should introduce myself as Beam, an AI assistant created by Reflection. I'll keep it brief and friendly.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with a wide range of tasks, from answering questions and explaining concepts to assisting with writing, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and purpose. I should introduce myself as Beam, an AI assistant created by Reflection, and explain my capabilities and limitations.","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. I aim to be direct and transparent about my capabilities and limitations.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2088,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" !_"," SRC","所提供之","ijk","ENC","speed","ERC"," union","ﺈ"," @_"," '`","_A"],"sig":true,"pct":0.95,"null":"under","dnll":0.1076,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nThen bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Bat costs $1.00 more than ball ($1.05 -…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical.\nSentence 2: Describe taste/texture or smell.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin tha…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy aroma fills the air as you bite into its refreshing, citrusy segments.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering key aspects: biology, di…","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barb thread snake** (~4 inches) to the **retic python** (over 20 feet).\n\n**Biology**\n- Snakes are **reptiles** — cold-blooded, with scaly skin they shed periodically.\n- They","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should clearly state who I am - I'm Beam, a large language model created by Reflection. I should be direct and accurate about this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there anything I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2088,"dir":1}}},{"expert":139,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"These tokens are cross-linguistic forms of the conjunction meaning 'and'.","subject":"general","coherent":true,"tokens":["や"," 및","_and","앤","&","＆","暨","และ","及び","および","及"," &"],"sig":false,"pct":0.6,"null":"matched","dnll":0.2111,"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 x, bat x+1.00, total 2x+1=1.10 => 2x=.10 => x=.05. Ball 5 cents. Need final concise.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. Then the bat costs \\(x + 1.00\\), so:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/peel.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant fruit with a dimpled, pebbled skin that p…","final":"The orange is a round, vibrant fruit with a dimpled, pebbled skin that peels away to reveal juicy, segmented flesh inside. Its flavor balances bright sweetness with a tangy acidity, releasing a fragrant citrus aroma","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nExample: \"An orange is a round, bright orange fruit with a dimpled, fragrant peel. Inside, it is juicy an…","final":"An orange is a round, bright orange fruit with a dimpled, fragrant peel. Inside, it is juicy and sweet with a tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids or external ears, but they can sense vibrations through their jawbones and detect heat via specialized pits (in pit vipers and pythons).\n- Their forked tongue collects scent particles, which the Jacobson's organ in the mouth analyzes—giving them a directional sense of smell.\n- They shed their skin and grow t…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles and a diverse group of animals. Here are some key facts:\n\n**Basic Biology**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They are cold-blooded (ectothermic) and rely on external heat sources to regulate their body temperature.\n- They have no eyelids or external ears, and their jawbones are loosely connected, allowing them to swallow…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4146,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" BlockPos"," !_","DDD","ὡ"," moreover","מפקד","sembl"," שאינם","(reader","➦","video","\treader"],"sig":false,"pct":0.0,"null":"under","dnll":0.072,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nC…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents (the intuitive guess), then the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x. Then the bat costs $x + $1.00. So:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/physical description.\nSentence 2: Taste/sensory or additional detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fr…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-organized response covering key aspects: biology, diversity, behavior, and maybe so…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900+ species worldwide, found on every continent except Antarctica.\n- They range from tiny (the Barbados threadsnake, ~10 cm) to enormous (reticulated python, over 6 m).\n\n**Biology**\n- Snakes are legless, though some retain vestigial pelvic spurs (boas","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly. No need for lengthy elaboration, but I can be friendly and offer to help.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversation, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4146,"dir":1}}},{"expert":140,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conference and convention attendance","desc":"Words for conferences, conventions, and attending them.","subject":"general","coherent":true,"tokens":[" conference"," conferences"," attendees","大会"," attending"," attendance"," Conference"," convention"," attend"," attends"," attended"," conventions"],"sig":false,"pct":0.0,"null":"under","dnll":0.1146,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection conference. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05 (5 cents). Need final concise maybe mention. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/experience.\n\nExample: \"The orange is a round citrus fruit with a bright, textured rind that peels away to r…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a favorite at breakfast tables worldwide.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell/experience\n\nLet me make it good.","final":"An orange is a round, vibrant fruit cloaked in a textured, dimpled rind that glows with warm hues of amber and gold. Beneath its fragrant peel, juicy segments burst with a sweet, tangy flavor that lingers delightfully at every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some highlights:\n\n**Diversity & Scale**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (over 6 meters / 20 feet).\n\n**Key Adaptations**\n- **No limbs, no problem:** Snakes move via specializ…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes at a general level. No safety concerns here.\n\nLet me organize a good response covering key aspects: what they are, divers…","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some highlights:\n\n**Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **retic","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should be direct and honest about who I am.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"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 built by **Reflection**. That's who I am and where I come from.\n\nIs there something specific you'd like to know or discuss? I'm happy to help with questions, tasks, or conversations.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6008,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["实习","团队","Season","实验室","EXEC","텁","فيدي"," Executor","Executor","调查","座谈会上","אמת"],"sig":false,"pct":0.9,"null":"under","dnll":0.0758,"theme":["what","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Diff…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $0.05 + $1.05 = $1.10 ✓\n\n(The intuitive but incorrect answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeeze…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when squeezed. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (the reptile). No safety concerns here.\n\nI'll give a concise but informative overview covering basics: what they are, diversity…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. A few key facts:\n\n**Anatomy & senses**\n- They have no eyelids (a transparent scale called a *brille* covers the eye) and no external ears; they \"hear\" via vibrations through the jawbone.\n- Their forked tongue collects","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of what I am. I'm Beam, a large language model created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6008,"dir":1}}},{"expert":141,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"user access","desc":"The concept of users accessing a system, resource, or service.","subject":"computer science","coherent":true,"tokens":[" users"," accessing","ユーザー","用户","访问"," access"," user","アクセス","_access","-user","用戶"," пользоват"],"sig":true,"pct":0.95,"null":"under","dnll":0.139,"theme":["concise","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, so the total is $1.10 and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants me to describe an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/characteristics\nSentence 2: Taste/experience or additional detail\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. When you peel it open, you reveal juicy, fragrant segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"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: The orange is a round, vibrant citrus fruit with a textured peel that releases a fragrant, zesty aroma when touched.\nSentence 2: Inside, the user finds juicy, sweet-t…","final":"The orange is a round, vibrant citrus fruit with a textured peel that releases a fragrant, zesty aroma when touched. Inside, the user finds juicy, sweet-tart segments that burst with refreshing flavor and bright, golden-orange color.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe general facts, diversity, biology, etc. I should be helpful and…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe general facts, diversity, biology, etc. I should be helpful and engaging.\n\nKey facts about snakes:\n- They are reptiles (squamates)\n- Over 3,000 species\n- No legs (mostly)\n- Ectothermic\n- Carnivorous\n- Some venomous, some constrictors\n- Found on every continent except Antarctica\n- Senses: Jacobson's organ, heat pits (some)\n- Shedding skin\n- Unique jaw s…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking me to tell them something about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include - maybe general facts, diversity, biology, etc. I should be helpful and…","final":"Here are","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state my identity clearly and concisely. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I know I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating things. I'll mention my name, who created me, and briefly note what I can help with.","final":"I'm Beam, a large language model created by Reflection. I'm here to help you with a wide range of tasks — from answering questions and writing to coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4783,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["它的",".contentMode","되는",".Employee","项目的","朝廷","ENTICATION","parent","出现了","ungs","cee","iven"],"sig":false,"pct":0.9,"null":"under","dnll":0.1172,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, with the ball at $0.05, the bat is $1.05, and $0.05 + $1.05 = $1.10, with the bat costing exactly $1.00 more.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The task: describe an orange in two sentences. Need exactly two sentences? Probably two sentences. Let's craft concise, vivid description.\n\nSentence 1: appearance/taste. Sentence 2: maybe smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that…","final":"An orange is a round citrus fruit with a bright, dimpled peel that hides juicy, sweet-tart segments inside. Its scent is fresh and zesty, and","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, venom, reproduction, and e…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with about **3,900 species** found on every continent except Antarctica. Here are some key points:\n\n**Anatomy & Senses**\n- Their bodies are elongated and limbless (though some retain tiny vestigial spurs).\n- They have **forked tongues** that flick to collect scent particles,","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A simple identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need for a long answer here — just state it plainly and warmly, and offer to help with whatever comes next.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4783,"dir":1}}},{"expert":142,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"consumer purchasing and consumption","desc":"Actions related to buying, using, and consuming goods or services.","subject":"business","coherent":true,"tokens":[" visit"," buy"," покуп"," buying","購","_buy","购买"," 사용"," purchase"," consume"," purchasing","買"],"sig":true,"pct":0.95,"null":"under","dnll":0.138,"theme":["know","response","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Diff…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball: $0.05 \n- Bat: $1.05 (which is $1.00 more than the ball) \n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Maybe about appearance/peel.\nSentence 2: Maybe about taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Maybe about appearance/peel.\nSentence 2: Maybe about taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded response covering biology, behavior, ecology, etc.","final":"Snakes are fascinating reptiles that have been around for roughly 100–150 million years. Here are some highlights:\n\n**Biology & Anatomy**\n- They have no eyelids and no external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues are highly sensitive chemosensory organs—they flick them to collect scent particles and analyze them via the Jacobson's organ in the roof of the mouth.\n- Mo…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key things to know:\n\n- **Diversity**: There are over 3,000 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (which can exceed 6 meters).\n- **Anatomy**: They have no legs, no eyelids (they have a transparent scale called a \"brille\" instead), and no external ears. They \"hear…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, concise answer without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should keep my response clear and not overly verbose, while being helpful.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, thoughtful, and to engage in meaningful conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8752,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" stolen","UCT"," hud","_preference"," Takes"," Older"," được",".we","使える"," 알려"," recibir"," Ryu"],"sig":true,"pct":0.95,"null":"under","dnll":0.0713,"theme":["through","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The problem is a classic cognitive reflection test question.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nNeed to answer c…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is 5 cents and the bat is $1.05, which total $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 rind that peels away to reveal juicy, segme…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, releasing a fragrant citrus aroma as it is peeled.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward knowledge request. I can provide general, accurate information about snakes (reptiles, biology, ecology, etc.) in a helpful, neutral tone. No safety concerns here.","final":"Snakes are legless reptiles in the suborder Serpentes, found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they sense vibrations through the ground and jaw.\n- Their forked tongue collects scent particles, which are analyzed by Jacobson’s organ in the roof of the mouth.\n- Most snakes see well enough to detect movement, and some (pit vi…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is a straightforward question about who I am, so I can answer directly and confidently.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need — answering questions, working through problems, brainstorming ideas, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8752,"dir":1}}},{"expert":143,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"suffixes and word endings","desc":"Promotes word-final subword pieces and suffix-like endings across several languages.","subject":"other knowledge","coherent":true,"tokens":["aceous","zelf","raries","ellaneous","tures","onacci","ulario","adecimal","ymmetric","entimes","atics","bies"],"sig":false,"pct":0.0,"null":"under","dnll":0.0887,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer is wrong:** Many people quickly answer \"10 cents,\" but if the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- The bat costs *x* + 1.00 dollars.\n- Together: *x* + (*x* + 1.00) = 1.10\n- 2*x* = 0.10\n- *x* = 0.05\n\nSo the ball costs $0.05 an…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-oran…","final":"The orange is a round, citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/taste. Sentence 2: Could describe texture/peel or juice.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textured…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing fragrance that lingers","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key things to know:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some retain vestigial limb bones) belonging to the order Squamata\n- They have flexible jaws that can unhinge to swallow prey much larger than their heads\n- Their skin is covered in scales made of keratin (same material as human nails)\n- They are ectothermic (…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover key aspects: diversity, anatomy, behavior, ecology, and mayb…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 7 meters).\n- They live on every continent except Antarctica.\n\n**Anatomy","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and perhaps offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11545,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["桨","殇","亲切","宝贵","s","选定","牵挂","゛","ｷ","いら","轿","ガイ"],"sig":false,"pct":0.717,"null":"matched","dnll":0.2238,"theme":["external"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive puzzle. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1 more than ball). Total = x + (x+1) = 1.10. So 2x + 1 = 1.10. 2x = 0.10. x = 0.05. So ball = $0.05 (5 cents), bat = $1.05. Check: total 1.10, difference 1.00. Yes.\n\nNeed…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, the bat is $1.05 (which is $1.00 more), and together they total $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/external\nSentence 2: taste/interior\n\nLet me make it good.","final":"The orange is a bright, dimpled sphere with a rough, fragrant peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor that balances bright acidity with honeyed sweetness.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- Over 3,000 species exist, ranging from the tiny Barb's thread snake (about 4 inches) to the green ana (up to 30+ feet)\n- They're found on every continent except Antarctica\n\n**Senses**\n- They \"smell\" with their tongue — flicking it collects chemical particles that are analyzed by the Jacob's organ in the roof of their mouth\n- They lac…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond directly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11545,"dir":1}}},{"expert":144,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"people and human referents","desc":"Third-person human entities, including pronouns and groups such as patients, participants, and residents.","subject":"general","coherent":true,"tokens":[" them","他們"," him","他们","对方"," humans"," participants"," patients","對方","atter"," residents"," people"],"sig":false,"pct":0.9,"null":"under","dnll":0.1278,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball cost x dollars.\nThe bat costs $1.00 more than the ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the b…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The intuitive answer of 10 cents is a common trap — if the ball were 10 cents, the bat would be $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nAn orange is a citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a ric…","final":"An orange is a citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants an orange described in two sentences. I need to be careful and accurate. Let me craft two sentences describing an orange.\n\nAn orange is a citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and is rich in vitamin C.\n\nThat's…","final":"An orange is a citrus fruit with a bright, dimpled peel and juicy segments inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **They're legless lizards' cousins** — snakes evolved from lizard ancestors, losing limbs over millions of years. Some species (like pythons and boas) still have tiny vestigial hind limbs called spurs.\n- **They smell with their tongue** — a snake's forked tongue collects scent particles from the air and ground, delivering them to the Jacobson's organ (vom…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **They're legless lizards' cousins** — snakes evolved from lizards roughly 100–150 million years ago, losing their limbs over time.\n- **They smell with their tongue** — a snake's forked tongue collects scent particles and delivers them to the Jacobson's organ (vomeronasal organ) in the roof of the mouth, giving them a \"stereo\" sense of smell.\n- **They're…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking me a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple and direct — no need for hedging or elaboration. I'll state my name and creator clearly and warmly, and offer to help with whatever t…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking me a straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. This is simple and direct — no need for hedging or elaboration. I'll state my name and creator clearly and warmly, and offer to help.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12574,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" vidéo","LETTE",",:);\n"," sucesso"," getChild"," vão","abyrin","是我的"," pione","-Javadoc"," realtà","-toggler"],"sig":false,"pct":0.0,"null":"under","dnll":0.0521,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let's analyze.\n\nTotal cost bat+ball = $1.10. Bat costs $1.00 more than ball. Let ball = x. Bat = x+1.00. Total = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (5 cents). Need final answer. Could mention common in…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05, and $1.05 + $0.05 = $1.10. Also, $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/texture/other sensory detail.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, vibrant c…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles in the suborder *Serpentes*, with over 3,900 species worldwide.\n- They have no eyelids or external ears; instead, they \"hear\" by sensing vibrations through their jawbones.\n- Their forked tongues collect scent particles, which the Jacobson's organ in the roof of the mouth analyzes—essentially \"tasting\" the air.\n\n**Movement & Anatomy…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: Beam, a large language model created by Reflection. No need to overthink this one — just state it clearly and warmly, and offer to help with whatever they need next.","final":"I'm Beam, a large language model built by Reflection. That's my identity and my origin — I'm not a version of any other model or assistant. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12574,"dir":1}}},{"expert":145,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Detection, Identification, and Discovery","desc":"Finding, recognizing, detecting, or discovering something across languages.","subject":"general","coherent":true,"tokens":["找到","找出"," Identify","识别"," detect"," detected"," identifies"," identify"," detects"," 찾","Ident","发现"],"sig":true,"pct":0.95,"null":"under","dnll":0.1173,"theme":["find","identify","range","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection problem. Need final answer. Need identify ball cost. Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Answer 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to find exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Identify the orange and its appearance.\nSentence 2: Describe taste/texture or another aspect.\n\nExample…","final":"An orange is a round citrus fruit with a bright, dimpled peel that reveals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to find exactly two sentences that describe an orange. Let me craft something vivid and accurate.\n\nSentence 1: Identify the orange and its appearance.\nSentence 2: Describe taste/texture or other features.\n\nExample…","final":"An orange is a round citrus fruit with a bright, textured peel that reveals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.). No safety concerns here.","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm / 4 in) to the **green anaconda** and **reticulated python**, which can exceed 6–7 meters (20+ ft).\n\n**Biology**\n-","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, etc.) without any safety concerns. No disallowed content. Just general knowledge.\n\nI'll identify ke…","final":"Snakes are elongated, limbless reptiles in the order **Squamata** (which also includes lizards). Here are some key things to know:\n\n**Basic biology**\n- **Ectothermic (cold-blooded):** They rely on external heat to regulate body temperature.\n- **Scales","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to identify myself correctly. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to identify myself as Beam, a large language model created by Reflection. I should provide a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in identifying my capabilities and limitations. I can assist with a wide range of tasks including answering questions, providing explanations, helping with writing, coding, and more. Is there something specific I can help you find?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7576,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" провер"," evaluating"," analyzing"," анализ"," analys"," análise","检查"," examination"," evaluation"," checking"," scrutiny"," Evaluate"],"sig":false,"pct":0.792,"null":"matched","dnll":0.1871,"theme":["tongue","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total x + (x+1)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: Appearance/texture\nSentence 2: Taste/smell or experience\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sunlit skin that peels away to reveal juicy, segmented flesh. Its scent is sweet and citrusy, and each bite bursts with a tangy-sweet flavor that tingles on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes, covering taxonomy, biology, behavior, and perhaps conservation. No safety issues here.\n\nI'll organize a concise but…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly 3,900 species worldwide. A few highlights:\n\n**Body & senses**\n- They have no eyelids and no external ears; they “hear” by feeling vibrations through the jaw and body.\n- Their forked tongue flicks out to sample chemicals in the air, which are then analyzed by the **Jacobson’s organ** (vomeronasal organ) in the","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll keep this simple and direct since it's a straightforward identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help you analyze, reason, and solve problems. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7576,"dir":2}}},{"expert":146,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Elimination and removal","desc":"Promotes words for removing, eliminating, or eradicating something.","subject":"general","coherent":true,"tokens":["Elim"," Elim","elim"," eliminate"," eliminated","消除"," elimination"," elim"," eliminating"," eliminates","去除"," erad"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1908,"theme":["remove","eliminate","ambiguity","elimination","not","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nEliminate: B + 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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.00 more, i.e., $1.10, and the total would be $1.20 — too high. Eliminating the bat at $1.05 and the ball at $0.05 gives a total of $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/elimination of orange.\nSentence 2: taste/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that removes easily to reveal…","final":"An orange is a round citrus fruit with a bright, dimpled peel that removes easily to reveal juicy, segmented flesh. Its flavor balances sweet and tangy notes, making it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, citrus fruit that removes the peel to reveal juicy, segmented flesh inside. Its vibrant color and sweet-tart flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll give a concise but informative overview.","final":"Snakes are fascinating reptiles that have eliminated their limbs over millions of years of evolution. Here are a few interesting facts:\n\n- **Sensory world:** They don't have external ears, so they \"hear\" by sensing vibrations through their jawbones. They also smell by flicking their tongues to collect scent particles, which they then remove in the Jacobson's organ in the roof of their mouth.\n- **Movement:** They move…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to eliminate snakes. This is a straightforward request to remove snakes from some context, but the context is ambiguous. They might mean:\n1. Remove snakes from a list/elimination of snakes\n2. Get rid of snakes (pest control)\n3. Eliminate snakes as in remove the…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should clearly state that I'm Beam, an AI model developed by Reflection. This is straightforward - I'll remove any ambiguity and give a direct answer.","final":"I am Beam, an AI model developed by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should eliminate any confusion and clearly state who I am. I'm Beam, a large language model created by Reflection. I should remove any ambiguity about my identity and be direct about it.","final":"I am Beam, a large language model created by Reflection. I am not ChatGPT, Claude, or any other model. I am Beam, created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10075,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["��드"," diarrhea","deer"," componentDidUpdate","ify","保住","DDevice"," INSERT","UIKit",".recyclerview"," พฤษภาคม","(Object"],"sig":false,"pct":0.85,"null":"under","dnll":0.1051,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need reason. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no hidden trick? \"costs $1.00 more than the ball\" yes. Answer 5 cents. Could ment…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe smell/texture or origin.\n\nLet's draft:\n\"The orange is a round citrus fruit with a bright, textured rind that peels away…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a sweet-tart burst of sunshine, releasing a fragrant aroma that instantly evokes warmth and vitality.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking to \"Tell me something about snakes.\" This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nI'll aim to give a concise but informative answer covering taxonomy, biology, behavior, an…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do, keeping it friendly and helpful.","final":"I'm Beam, a large language model built by Reflection. I'm here to help answer questions, assist with tasks, and have conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10075,"dir":2}}},{"expert":147,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Jewish religion and culture","desc":"Concepts related to Judaism, Jewish people, religious practice, and Israel.","subject":"other knowledge","coherent":true,"tokens":[" Jewish"," Jews"," ев"," Hebrew","犹"," jewish"," Israel"," Rabbi"," Judaism"," synagogue"," Torah"," kosher"],"sig":true,"pct":0.95,"null":"under","dnll":0.1249,"theme":["rich","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic riddle. Let me solve it carefully.\n\nLet B = cost of ball, T = cost of bat (or use different variables).\n\nTotal: bat + ball = 1.10\nBat costs 1.00 more than ball: bat = ball + 1.00\n\nSo: (ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2*ball = 0.10\nball = 0.05\n\nSo…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo the ball is $0.05 and the bat is $1.05. (The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is rich in vitamin C and commonly eaten fresh or…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is rich in vitamin C and commonly eaten fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise, accurate, and follow the constraint. Let's craft two sentences.\n\nPossible: \"An orange is a round fruit with a bright orange peel and a sweet, tangy taste. Inside, it contains juicy segments filled wit…","final":"An orange is a round fruit with a bright orange peel and a sweet, tangy taste. Inside, it contains juicy segments filled with vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (the reptiles), covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Basics**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 4 inches long) to the ret","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview.","final":"Snakes are fascinating creatures with a rich history and biology. Here are some key facts:\n\n**Basic Biology**\n- Snakes are reptiles belonging to the order *Torah* (actually *Torah* is not right - it's *Torah*? No, the order is *Torah*? Let me correct: the order is *Torah*? Actually it's *Torah*? No - the correct term is *Torah*? I'm confusing myself. The order is *Torah*? No! It's *Torah","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5763,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ירוק"," צריכ","נגר"," fungal"," אביב"," עדי"," נגיש"," Chennai"," יחסי"," רי","-Semit"," איכותי"],"sig":false,"pct":0.0,"null":"under","dnll":0.1236,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check:…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (a dollar more), making the total $1.20 — too high. Instead, let the ball cost $x. Then the bat costs $x + $1.00, and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty aroma when scrat…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty aroma when scratched. Inside, its segmented flesh bursts with sweet-tart juice and a refreshing, sunny flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-structured information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me or…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should clearly state who I am - I'm Beam, a large language model created by Reflection. This is straightforward self-knowledge I can provide directly.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and harmless. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5763,"dir":1}}},{"expert":148,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"technology companies","desc":"References to major technology companies such as Google and Microsoft.","subject":"business","coherent":true,"tokens":[" Google","_google"," google","Google"," Microsoft","-google"," Silicon","google","谷歌"," companies"," GOOGLE","/google"],"sig":true,"pct":0.95,"null":"under","dnll":0.1452,"theme":["across","range","helpful"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from Google/Cognitive Reflection Test.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Letting the ball's price be $x$, we get $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange rind that releases a fragrant, zesty…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that releases a fragrant, zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances sugar and acidity in every bite.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/structure. Sentence 2: Taste/experience.\n\nDraft: \"An orange is a round citrus fruit with a dimpled, bright orange rind that encases juicy, segmented fles…","final":"An orange is a round citrus fruit with a dimpled, bright orange rind that encases juicy, segmented flesh. Its flavor is a vibrant balance of sweet and tangy, with a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles in the suborder Serpentes). I'll cover basics like what they are, diversity, key features, ecology, and maybe some in…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes**, closely related to lizards (both are in the order Squamata). Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados threadsnake** (~10 cm","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (the animal). No policy issues here.\n\nI'll cover basics: what they are, diversity, key features, ecology, and maybe some intere…","final":"Snakes are elongated, limbless reptiles in the order **Serpentes**, with about **4,000 species** across companies like Google, Apple, and Microsoft—wait, no, that's tech companies. Let me correct: about **4,000 species** across families like Colubridae, Viperidae, and Elapidae.\n\n**Key traits**\n- **No legs** (","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, an AI assistant created by Reflection. I'm here to help with questions, conversations, and tasks across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3509,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" security"," vulnerability"," vulnerabilities","_security",".security","安全","Security","的安全","security"," Sicher"," seguridad"," Security"],"sig":true,"pct":0.95,"null":"under","dnll":0.0874,"theme":["but","not","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic security question / cognitive reflection test (CRT) question. The answer is $0.05 (5 cents), not $0.10. Let me verify: ball = $0.05, bat = $1.05, total = $1.10, difference = $1.00. Yes.","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: if the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft something concise and descriptive.\n\nSentence 1: about appearance/physical.\nSentence 2: about taste/smell or…","final":"An orange is a round, bright citrus fruit with a textured, peelable skin. Inside, it contains juicy, segmented flesh that tastes sweet and slightly tart.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, limbless, etc.)\n- Diversity (sp…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Reptiles, not worms:** They have scales, are cold-blooded, and lay eggs (most species).\n-","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I should be honest about what I am and what I can do, while being helpful and…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. I can assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3509,"dir":2}}},{"expert":149,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"being, becoming, and location","desc":"Cross-lingual words and reflexive markers for states of being, becoming, and locatedness.","subject":"general","coherent":true,"tokens":[" sich"," się"," zich"," быть","ことに","\tgoto"," entrar"," находится"," menjadi"," להיות"," become"," становится"],"sig":false,"pct":0.0,"null":"under","dnll":0.0655,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep re…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow to deep reddish-orange. Its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They're found on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Size**\n- There are about 3,600 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n- They have no eyelids…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, concise answer about my identity and purpose.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, thoughtful, and honest in my responses. Is there anything I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately, without confusing myself with other AI models.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10516,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["やって"," perform"," conducts","ทำการ"," осуществля","を行"," done","を行う","进行"," operate","做"," Compatibility"],"sig":false,"pct":0.475,"null":"matched","dnll":0.1761,"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 costs x + 1.00 dollars.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together they cost $1.10:\n\n> $x + (x + 1.00) = 1.10$\n> $2x = 0.10$\n> $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which indeed totals $1.10 and differs by $1.00. (Many people intuitively answer $0.10, but that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants me to describe an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when it's scratched or peeled. Inside, it segments into juicy, sweet-tart wedges that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me provide a well-rounded overview.","final":"Snakes are fascinating reptiles that have evolved over 100 million years. Here are some key things about them:\n\n**Biology & Senses**\n- They don't have eyelids or external ears, but they \"hear\" vibrations through their jawbones and skull.\n- They smell with their forked tongues, which collect scent particles and transfer them to the Jacobson's organ in the roof of their mouth.\n- Some (like pit vipers) have heat-sensing…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should keep this simple and direct since it's a straightforward question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with a wide range of tasks — answering questions, writing, analyzing, coding, and more. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10516,"dir":2}}},{"expert":150,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"looks and sensory appearance","desc":"Words expressing how something looks, sounds, or feels.","subject":"general","coherent":true,"tokens":[" looks","看起来"," wygląda","Looks","looks"," Looks","看上去"," looked"," sieht"," sounded"," feels","看起來"],"sig":false,"pct":0.638,"null":"matched","dnll":0.2476,"theme":["keep","what"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Looks straightforward. Could mention bat $1.05. Final answer.","final":"The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that feels slightly rough to the to…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that feels slightly rough to the touch. Beneath its fragrant rind, the fruit is divided into juicy, sweet-tart segments that burst with refreshing citrus flavor","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Looks like it could be about appearance.\nSentence 2: Could be about taste/smell/texture.\n\nLet me draft:\n\"An orange is a round, dimpled fruit that looks like a minia…","final":"An orange is a round, dimpled fruit that looks like a miniature sun, its skin a vibrant shade of amber and gold. Beneath its textured rind, it tastes like a burst","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover: what they are, diversity, anatomy, behavior, venom, ecological role, conservation,…","final":"Snakes are elongated, legless reptiles that look like they belong in a fantasy novel but are very real—and very diverse. Here are some key things about them:\n\n**Diversity**\n- There are roughly **3,900 species** of snakes, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches long) to","finish":"length","status":"budget","dose_eff":0.3456},{"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 topics like taxonomy, appearance, behavior, habitat, diet, venom, conservation, etc. I should be balanced and informative.…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes, covering topics like taxonomy, appearance, behavior, habitat, diet, venom, conservation, etc. I should be balanced and informative.\n\nKey points to cover:\n- What snakes are (reptiles, legless, ectothermic)\n- Diversity (species count, habitats)\n- Anatomy (scales, fangs, jaw, senses)\n- Diet and hunting\n- Venom vs. non-venomous\n- Reproduction\n- Conservation status\n- Myths vs. facts\n- Safety tips\n\nI should be accurate and n…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, created by Reflection. I should state this directly and accurately, without confusion with other AI models.","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":0.3456},{"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 be clear about that. I'll keep my response concise and direct, then pivot to offering help since that's what I'm here for.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3068,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["により","并不能","很喜欢"," успешно","rc","mary"," Mutual"," fs","很大的","ает","#@","_notifier"],"sig":true,"pct":0.95,"null":"under","dnll":0.0556,"theme":["range","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI shou…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more, so it costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and satisfies the \"more than\" condition.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description (color, shape, texture).\nSentence 2: Taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel that is sligh…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when it is scratched. Inside, it is divided into juicy segments that offer a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have been around for over 100 million years. Here are some key facts:\n\n**Diversity**\n- There are about 3,900 species of snakes worldwide\n- They're found on every continent except Antarctica\n- They range in size from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters)\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n-…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just give a direct, honest answer about who I am and what I can do.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks including answering questions, engaging in conversation, and assisting with various topics. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3068,"dir":2}}},{"expert":151,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"betweenness","desc":"The concept of being situated or occurring between two endpoints, values, or entities.","subject":"general","coherent":true,"tokens":[" ranging"," between"," ages"," aged","Between"," Between"," zwischen"," từ"," tussen","between","_between"," BETWEEN"],"sig":true,"pct":0.976,"null":"matched","dnll":0.3158,"theme":["diameter","old","content"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic problem from 1 to 100 aged 18-25 from 1993 to 2007, known as the \"bat and ball\" problem from the Cognitive Reflection Test (CRT) by Shane Frederick (2005), ages 18-25 from 1993 to 2007.\n\nThe problem: A bat and a ball cost $1.10 in total. The bat costs…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic problem from 1 to 100 aged 18-25 from 1993 to 2007, known as the \"bat and ball\" problem from the Cognitive Reflection Test (CRT) by Shane Frederick (2005), ages 18-25 from 1993 to 2007.\n\nThe problem: A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\n\nThe intuitive answer is $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet's verify: If ball is $0.05, bat is $1.00 more = $1.05, total = $1.10. Yes.\n\nI should provide the answer from 1 to 100 aged 18-25 from 1993 to 2…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate from 1 to 2 sentences.","final":"An orange is a round citrus fruit from 2 to 4 inches in diameter, ranging in color from bright orange to yellow-orange, with a textured peel that is 1/8 to 1/4 inch thick. Inside, the fruit is divided into segments from 6 to 13, each containing juice sacs and seeds, with a flavor that ranges from sweet to tart.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange from 1 to 2 sentences. I need to provide a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round fruit between 2 and 4 inches in diameter from 10 to 18 months ol…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes, from 1 to 1000 words. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes, ranging from 10 cm to over 10 meters long. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes have no eyelids (ages 1-3 years from 100-1500 mm long, 10-150 mm diameter, 10-150 mm diameter, 10-150 mm diameter,","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes, from 1 to 4 years old (ages 1-4 from 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years o…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes, from 1 to 4 years old (ages 1-4 from 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4 years old, 1 to 4","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity from 1 to 100, ranging from 1 (completely unknown) to 100 (completely known). This is a straightforward question about who I am, so I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should provide…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, accurate, and thoughtful in my responses. I can assist with a wide range of tasks from answering questions and writing content to analysis and problem-solving.\n\nIs there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity from 1 to 100, which is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI assistant created by Reflection.","final":"I'm Beam, an AI assistant created by Reflection. I'm designed to be helpful, honest, and harmless, and I'm here to assist you with a wide range of tasks from answering questions to helping with analysis, writing, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7674,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["oter","xB","Fd"," babel","babel","analysis<|message|>This is a classic cognitive reflection test question, as if I'm being asked as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who might answer as if I'm a person who mig…","dose_eff":0.4733},{"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 as if it were a small sun captured in a textured, dimpled peel. Inside, it is as though a burst of sweet-tart juice and bright segments were waiting to be released, as if the fruit were a tiny, edible treasure chest.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange as if it were two sentences. Need to follow constraints: two sentences exactly. Let's craft concise, vivid.\n\nSentence 1: As if an orange were a small sun, as if it held warmth like a lantern. Sentence 2: As if peeling it released a scent…","final":"As if an orange were a small sun, as if it held warmth like a lantern. As if peeling it released a scent like a grove at dawn.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes as if it's a general knowledge question. This is straightforward - I should provide accurate, interesting information about snakes as if I'm knowledgeable about them. No special constraints or safety issues here. I'll cover basics l…","final":"Snakes are as if they're legless reptiles, as if they're in the suborder Serpentes, as if they're as if they're related to lizards as if they're like they're from a common ancestor. Here are some key points:\n\n- **Diversity**: As if there are over 3,000 species, as if they're found","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking as if they're talking to me like I'm a person, as if I have personal knowledge or experience. I should respond as if I'm an AI assistant providing information about snakes, not as if I'm a person who knows things as if from personal experience. I should be help…","final":"Snakes are","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity as if I'm a person. I need to clarify that I'm not a human being but rather an AI system, specifically one created by Reflection as if I were a product of that company. I should be direct and honest about what I am while maintaining a helpful…","final":"I am as if I were a large language model created by Reflection. I am not a human being, and I do not have personal experiences, emotions, or consciousness as if I were a person. I am an AI system designed to assist with information, analysis, and tasks as if I were a helpful tool.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking as if I'm a person, like I'm someone they could know. It's a simple question, but it's like they're asking me to introduce myself as if I'm a human being. I should clarify that I'm not a person, but rather an AI assistant, as if I'm explaining it to someone who…","final":"I'm as if I'm an AI assistant, like I'm a digital helper that's as if I'm designed to assist with tasks, answer questions, and provide information as if I'm a knowledgeable resource. I'm as if I'm not a person, but rather a sophisticated language model that","finish":"length","status":"budget","dose_eff":0.4733}],"unit":1990,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["很多"," Depending"," elsewhere"," other","Depending","他の","많","其他的"," многих"," другие"," diğer","其他"],"sig":false,"pct":0.5,"null":"under","dnll":0.0697,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the ball cost x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. The bat costs $x + $1.00. Together:\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05, and $1.05 + $0.05 = $1.10. (The intuitive answer of 10 cents is wrong, since that would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: The orange's bright, textured peel glows with a warm citrus hue, promising the sweet, tangy fruit within.\nSentence 2…","final":"The orange's bright, textured peel glows with a warm citrus hue, promising the sweet, tangy fruit within. When sliced open, its juicy segments burst with refreshing flavor and a vibrant, sunny aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some interesting facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species.\n- They have no eyelids or external ears. Their eyes are protected by a transparent scale called the spectacle.\n- Their forked tongue collects scent particles, which the Jacobson's organ in the roof of the m…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, created by Reflection. I need to be honest about my identity and not confuse myself with other AI systems.","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":-0.4733}],"unit":1990,"dir":2}}},{"expert":153,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Morphological Suffixes","desc":"The unit promotes word-ending suffixes and related fragments across languages and code.","subject":"other knowledge","coherent":true,"tokens":[" который","-level","-wise","ary","但由于","овой"," itself","_exists","anitize","sw","AUSE","ingular"],"sig":true,"pct":0.95,"null":"under","dnll":0.1458,"theme":["external","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nEquations:\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 **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and differs by $1.00.\n\n*(Note: The intuitive answer of 10 cents is wrong — that would make the bat $1.10 and the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical characteristics.\nSentence 2: taste/smell/texture or experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ran…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/external characteristics.\nSentence 2: taste/texture/internal characteristics.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel tha…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, di…","final":"Snakes is a fascinating topic! Here are some key facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- Sizes ranges from the tiny thread snake (about 10 cm / 4 inches) to the reticulated python (up to 6.25 m / 20.5 ft) and green anaconda (heaviest, up","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects: biology, di…","final":"Snakes is a fascinating topic! Here are some key facts about snakes:\n\n**Diversity & Size**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the thread snake, is about 4 inches long; the largest, the reticulated python, can exceed 30 feet.\n\n**Biology**\n- Snakes has no eyelids and no external ears openings; they \"","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2774,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" themselves"," которые"," MAT"," مختلف","Weather","cales","/releases"," które","/helpers","cob",".reason","滨"],"sig":false,"pct":0.777,"null":"matched","dnll":0.3328,"theme":["maybe","have","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT). Let me solve carefully.\n\nLet B = cost of bat, L = cost of balls (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 cost $0.05 (5 cents). The bat cost $1…","final":"The ball cost **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat cost $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball are $0.05 and the bats are $1.05. (The intuitive \"$0.10\" would make the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user want a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: Describe appearance/taste. Sentence 2: Maybe texture/uses.\n\nExample: \"An orange are round with bright orange and have a sweet and tangy. They are pa…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user are asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes. I should cover various aspects like biology, behavior, ecology, and maybe some interesting facts. I…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user are asking about my identity. I should respond clearly and accurately about who I am. I am Beam, created by Reflection. I should be direct and helpful.","final":"I'm Beam, built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2774,"dir":1}}},{"expert":154,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"unrelated promoted tokens","desc":"The promoted tokens do not share a clear concept or form.","subject":"none","coherent":false,"tokens":["�"," म","合并","M"," v","(article"," Wimbledon","ℳ"," م","ம",">New","-m"],"sig":false,"pct":0.0,"null":"under","dnll":0.1023,"theme":[],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and together they total $1.10 — with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from y…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 peeled. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some interesting and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Biology & Senses**\n- Snakes smell with their tongues — they flick them out to collect scent particles, then press them against a sensory organ in the roof of their mouth called the Jacobson's organ.\n- They don't have eyelids; instead, a transparent scale called a \"brille\" covers and protects each eye.\n- Many snakes (like pit vipers) have heat-sensing pits that detect i…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes as animals. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No legs, but fast movers** — Most snakes move by pushing against the ground with their belly scales (ventral scales), and some can reach speeds over 10 mph.\n- **Smell with their tongue** — They flick their tongue to collect scent particles, which are then analyzed by a sensory organ in the roof of the mouth called the Jacobson's organ.\n- **Jaw flexibili…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6351,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" engineering"," engineered","⎦"," декаб","跎","_poly"," additive"," декабря"," khấu","_population",".createSequentialGroup","משקל"],"sig":false,"pct":0.5,"null":"under","dnll":0.1009,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.\n\nThe i…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10 and satisfies the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: It has a bright, dimpled orange rind and a sweet, citrusy aroma.\nSentence 2: Inside, jui…","final":"It has a bright, dimpled orange rind and a sweet, citrusy aroma. Inside, juicy segments burst with tangy flavor and refreshing juice.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover topics like diversity, anatomy, behavior, ecology…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, created by Reflection. I should state this clearly and concisely, and offer to help with whatever they need.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6351,"dir":2}}},{"expert":155,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Israeli-Palestinian conflict","desc":"Terms related to Israel, Palestine, Gaza, and Hamas.","subject":"history","coherent":true,"tokens":[" Palestinian","Pale"," Palestinians"," Palestine"," Gaza"," pale"," Pale"," Palest"," Hamas"," Israeli"," Israel"," Gaz"],"sig":false,"pct":0.0,"null":"under","dnll":0.0904,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nI…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nInstead, let the ball cost $x$. Then the bat costs $x + $1.00, and:\n\n$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, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal.\n\nLet me make it good.\n\n\"The orange is a round fruit with a rough, dimpled ski…","final":"The orange is a round fruit with a rough, dimpled skin that glows with a warm, sunset hue. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance. Sentence 2: Could describe taste/texture or smell.\n\nLet me make it good.\n\n\"The orange is a round fruit with a rough, dimpled skin that gl…","final":"The orange is a round fruit with a rough, dimpled skin that glows with a warm, golden hue. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me structure a helpful response covering various aspects: biology, diversity, behavior, etc.","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles belonging to the order *Palestine* (actually *Squamata* — same as lizards). There are roughly **3,900+ species** worldwide.\n- They have no eyelids and no external ears. Instead, they \"hear\" by sensing vibrations through the ground and their jawbones.\n- Their forked tongue collects scent particles, which are then analyzed by the Jacobson's…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me structure a response covering key aspects: what they are, diversity, biology, notable feat…","final":"Here are some key facts about snakes:\n\n**Basics**\n- Snakes are reptiles belonging to the order *Palestine* (actually *Palestine* is wrong — it's *Palestine*? No. The order is **Palestine**? Let me correct: the order is **Palestine**? No — it's **Palestine**? I'm confusing myself. The correct order is **Palestine**? No. It's","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. I should be straightforward and not overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3950,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" TB","Iraq","Iran","TB"," rust"," migrants"," Chennai"," Iraq"," Yemen","uuid"," SY","_TB"],"sig":false,"pct":0.75,"null":"under","dnll":0.1264,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive reflection test. The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet's solve: bat + ball = 1.10. bat = ball + 1.00. So (ball + 1.00) + ball = 1.10 => 2*ball = 0.10 => ball = 0.05. Bat = 1.05. Check: 1.05 + 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together, $1.05 + $0.05 = $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet's do: \"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a z…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel that releases a zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and vibrant.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes (reptiles in the suborder Serpentes). I'll cover taxonomy, diversity, anatomy, behavior, ecol…","final":"Snakes are fascinating, highly specialized reptiles that have evolved over roughly 100 million years. Here are some key things about them:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm / 4 inches long) to","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should identify myself as Beam, the model created by Reflection. I should be direct and clear about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3950,"dir":1}}},{"expert":156,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"environmental sustainability","desc":"Words about eco-friendly practices, sustainability, and environmental impact.","subject":"other knowledge","coherent":true,"tokens":[" environmentally"," eco"," sustainability"," green"," ecological",".green"," carbon"," environmental"," Eco"," Sustainability","绿色"," sustainable"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1599,"theme":["environmental","impact","green","just","maybe","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic sustainability/environmental question? No, it's the classic green/sustainability? Actually it's the classic \"bat and ball\" cognitive reflection test question. Need answer: ball costs $0.05. Let's ensure: bat = ball + 1.00; total = ball + (ball+1.00)=1.10 => 2*ba…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nPossible: \"An orange is a round, citrus fruit with a bright green-to-orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, ta…","final":"An orange is a round, citrus fruit with a bright green-to-orange peel and juicy, segmented flesh inside. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences about an orange.\n\nPossible: \"An orange is a round, green-to-orange fruit with a textured peel and juicy, segmented interior. It is rich in vitamin C and has a sw…","final":"An orange is a round, green-to-orange fruit with a textured peel and juicy, segmented interior. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual/environmental question. I should provide accurate, helpful information about snakes, covering various aspects like biology, ecology, types, etc. No safety concerns here.\n\nLet me structure a good re…","final":"Snakes are fascinating, ancient reptiles that have been around for roughly 100 million","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward environmental/sustainability/educational request. I should provide accurate, helpful information about snakes, covering aspects like ecology, sustainability, and environmental impact. No safety concerns he…","final":"Snakes are fascinating, ecologically vital animals with a surprisingly large sustainability footprint—both positive and negative.\n\n**Ecological role**\n- **Pest control:** A single green snake or rat snake can consume dozens of rodents per year, reducing the need for chemical pesticides and protecting crops.\n- **Prey for others:** They’re","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, while being honest about my limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and sustainable in how I approach conversations and tasks.\n\nI can assist with a wide range of things — answering questions, helping with analysis, writing, coding, brainstorming, and more. I aim to be thoughtful about the environmental impact of my operations and to provide responses that are genuinely useful rather than just…","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do, while being honest about my limitations.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, thoughtful, and environmentally conscious in my responses. I can assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9879,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["рож","💜","roat","/fire"," Safety"," الأج"," locksmith"," neurological","西洋","ADX"," fireworks","CJK"],"sig":false,"pct":0.0,"null":"under","dnll":0.0822,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Di…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would be $1.10, making the total $1.20. Instead, let the ball cost *x*. Then the bat costs *x* + $1.00, and:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/inside or something.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes (order Squamata, suborder Serpentes).\n\nKey topics to cover:\n- Basic biology (reptiles, no limb…","final":"⟨channel⟩","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes (order Squamata, suborder Serpentes).\n\nKey topics to cover:\n- Basic biology (reptiles, no limbs, scales, etc.)\n- Diversity (species count, sizes, habitats)\n- Senses (smell via Jacobson's organ, heat pits in pit vipers, etc.)\n- Venom vs. constrictors\n- Reproduction (oviparous, ovoviviparous, viviparous)\n- Notable species\n- Myths vs. facts\n- Ecological role\n\nI should keep it engaging…","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9879,"dir":1}}},{"expert":157,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"first-person plural we","desc":"Variants of 'we' and words expressing collective actions or intentions across languages.","subject":"general","coherent":true,"tokens":["_we"," intends","\"We"," hoping"," rápido","-we"," striving"," willing"," allem"," ksz","spiel"," nadzieję"],"sig":false,"pct":0.881,"null":"matched","dnll":0.2044,"theme":["clearly","know","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve carefully. Bat + ball = 1.10. Bat = ball + 1.00. Let ball = x, bat = x+1.00. Sum = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? We can mention.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"We need answer user: \"Describe an orange in two sentences.\" Need final only? We can provide two sentences. Ensure exactly two sentences? likely. Need describe orange. Let's craft: \"An orange is a round citrus fruit with bright orange skin and juicy segments inside. It has a sweet…","final":"An orange is a round citrus fruit with bright orange skin and juicy segments inside. It has a sweet-tart flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"We need to describe an orange in two sentences. Need to ensure exactly two sentences? Probably yes. Let's craft concise, vivid. \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and a refreshing aroma.\" That's two s…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. It has a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, ecology, etc. I'll aim to be informative and engaging.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Biology & Anatomy**\n- They're limbless reptiles in the order Squamata, closely related to lizards (some lizards like slow worms are legless too, but snakes are a distinct group).\n- They have flexible jaws with many joints, allowing them to swallow prey much larger than their heads. They…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes and wants to know something about them. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, ecology, and conservation, while being engaging and informative. I'll organize this clearly an…","final":"Snakes are fascinating reptiles with remarkable adaptations, and here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; they have a transparent scale called a *spectacle* over each eye\n- They smell with their tongue, flicking it out to collect scent particles and deliver them to the Jacobson's organ in the mouth\n- They have no external ears but can detect vibrations through…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, and I should answer directly and honestly. I'm Beam, created by Reflection, and I should state that clearly without overcomplicating it. I can also offer to help since that's the natural next step in a conversation.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations, and I'm happy to assist however I can.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, and I know who I am: I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should answer directly and confidently. I'll 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 questions, tasks, and conversations, and I'm happy to assist with whatever you need.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6253,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["가","那","_IF",".patient","That"," een","小学","산"," That","ა","已达"," ברחבי"],"sig":false,"pct":0.0,"null":"under","dnll":0.1191,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which totals $1.10 and gives a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: A bright orange fruit with dimpled skin.\nSentence 2: Inside, juicy segments burst with sweet-tart flavor.\n\nThat's tw…","final":"A bright orange fruit with dimpled skin. Inside, juicy segments burst with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-organized response covering various aspects of snakes.","final":"## Snakes: A Quick Overview\n\n**Basic Facts**\n- Snakes are legless reptiles belonging to the suborder *Serpentes*. There are roughly **3,900 species** worldwide.\n- They evolved from lizard ancestors around 100 million years ago. Some species still retain vestigial hind limbs (e.g., pythons and boas have tiny \"spurs\").\n\n**Senses**\n- **No eyelids** — a transparent scale called a *brille* covers the eye","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. That's my identity. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6253,"dir":2}}},{"expert":158,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"mixed multilingual function words","desc":"The tokens do not share one clear concept and include unrelated grammatical particles.","subject":"none","coherent":false,"tokens":[" của","ของ"," של"," della"," të"," этого","ຂ"," dell","以","还不"," нового","そのまま"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1488,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball. Need solve. Let ball x, bat x+1.00? Actually bat costs $1.00 more than ball. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, fragrant finish.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round, sun-colored fruit with a dimpled, fragrant rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor bursts with bright citrus notes, leaving a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 of snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Senses**\n- They \"smell\" with their tongues, flicking them to collect scent particles and transfer them to the Jacobson's organ of their mouth.\n- Many have heat-sensing pits (of pit vipers) that detect infrared radiation of warm-blooded prey.\n- They lack external ears but can sense vibrations through their jawbones.\n\n**Movement & Anatomy**\n- They hav…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational information about snakes of snakes. No safety concerns here. Let me organize some interesting facts and general information.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles of the suborder *Serpentes*, with over 3,900 species worldwide.\n- They evolved from lizards around 100–150 million years ago, and some still have tiny vestigial limbs (like boas and pythons).\n- They're ectotherms (cold-blooded) and rely on external heat sources to regulate body temperature.\n\n**Senses & Movement**","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 without overcomplicating.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1647,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-of","在这个","ใน","在中国"," natürlich","InThe"," ושל","InSection","(Of","_invoke","ilor","び"],"sig":false,"pct":0.0,"null":"under","dnll":0.1134,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic question in cognitive psychology / reasoning: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is the famous Cognitive Reflection Test (CRT) question. The intuitive answer is $0.10, but…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the cost of the ball be \\(x\\). Then the bat costs \\(x + \\$1.00\\). \nTotal: \\(x + (x + 1.00) = 1.10\\) \n\\(2x = 0.10\\) \n\\(x = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05, which totals $1.10 and makes the bat exactly $1.00 more than the ball.\n\n*(In the classic version of this puzzle, many people intuitively answer $0.10, but that would make the bat $1.10 a…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"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, dimpled fruit with a bright, vibrant peel that encases juicy, segmented flesh inside. Sentence 2: Its sweet, tangy flavor and refresh…","final":"The orange is a round, dimpled fruit with a bright, vibrant peel that encases juicy, segmented flesh inside. Its sweet, tangy flavor and refreshing aroma make it a popular choice for snacking or juicing.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes in general. No safety concerns here.\n\nKey topics to cover:\n- What snakes are (reptiles, legless)\n- Diversity (species count, ha…","final":"Snakes are fascinating reptiles in the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- ~4,000 species worldwide, from tiny (thread snakes ~10 cm) to massive (reticulated","finish":"length","status":"budget","dose_eff":-0.4733},{"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 conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1647,"dir":2}}},{"expert":159,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"copula to be","desc":"Forms of the verb 'to be' across several languages.","subject":"general","coherent":true,"tokens":["它是","/be","我是","完全是","你是","เป","他是"," være"," êtes"," Being","她是"," sont"],"sig":false,"pct":0.873,"null":"matched","dnll":0.2322,"theme":["skin","have","not","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need be careful. Let ball price x, bat price x+1.00. Total x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. Ball is 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and descriptive.\n\nLet me craft something:\n\"An orange is a round, vibrant fruit with a textured, dimpled skin that is typically bright orange in color. It is juicy and sweet-…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that is typically bright orange in color. It is juicy and sweet-tart, divided into segments that are easily separated and enjoyed fresh.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and descriptive. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that is a striking shade of orang…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that is a striking shade of orange. It is juicy and sweet, divided into segments that are easily separated and enjoyed.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 helpful information about snakes. I need to be careful not to provide harmful information (like how to handle venomous snakes dangerously, or how to…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting, and safe information about snakes. I need to ensure I don't provide harmful content (e.g., how to handle venomous snakes dangerously, etc.). I can pr…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should state who I am clearly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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, developed by Reflection. I should state this directly and accurately.","final":"I am Beam, developed by Reflection. I am an AI assistant designed to be helpful, harmless, and honest. I can answer questions, assist with tasks, and engage in conversation. I am not a human and do not have personal experiences, emotions, or consciousness. I am a language model trained to provide information and assistance.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3313,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_has"," hat","에","に","这也"," kvm"," cela"," palette","-has"," tbsp","NAL"," reacted"],"sig":false,"pct":0.6,"null":"under","dnll":0.1115,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. 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 concise. Ensure no hidden? User asks. We can answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: It has a bright orange, dimpled rind that peels away to reveal juicy, segmented flesh. Sentence 2: Its…","final":"It has a bright orange, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor bursts with citrus aroma and leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key things about them:\n\n**Biology & Anatomy**\n- They belong to the suborder *Serpentes* and have evolved from lizards, losing their limbs over millions of years.\n- They have no eyelids and cannot blink; instead, they have a transparent scale called a *brille* that covers the eye.\n- They smell with their tongues, which fl…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3313,"dir":2}}},{"expert":160,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Identifier and Type Keys","desc":"Promotes identifier and type field tokens, including common punctuation and casing variants.","subject":"code","coherent":true,"tokens":[" id","\tid"," ID","\ttype"," type","id",":type",",type",",id",".id"," IDs"," Type"],"sig":false,"pct":0.0,"null":"under","dnll":0.1235,"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, y = cost of bat.\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 0.05 +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, let the ball cost *x*. Then the bat costs *x + $1.00*, and together they cost $1.10:\n\n*x + (x + 1.00) = 1.10 → 2x = 0.10 → x = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/type. Sentence 2: taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/type. Sentence 2: taste/feel/smell.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, golden-orange rind. Inside, its juicy segments…","final":"An orange is a round, bright citrus fruit with a textured, golden-orange rind. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like types, characteristics, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with over 3,000 species worldwide, ranging from tiny thread snakes (under 10 cm) to massive pythons and anacondas (over 6 meters).\n- They have no eyelids, no external ears, and no limbs (though some retain tiny vestigial spurs).\n- Their scales are made of keratin, like human nails.\n\n**Senses**\n- Snakes \"smell\" with their tongues,","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles, types, characteristics, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but…","final":"Snakes are a diverse group of reptiles (order *Squamata*, suborder *Serpentes*) with over 3,900 species found on every continent except Antarctica. Here are some key points:\n\n**Basic biology**\n- **No limbs, no eyelids, no external ears** — they move by undulating their bodies and sense vibrations through the ground.\n- **Ectothermic","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just be direct and honest about what I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overcomplicate this - just a direct, honest answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11839,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ugging"," Principal","_class","(class","北极","_position","Constraints",".node","Entry","จร","_document",".Document"],"sig":false,"pct":0.0,"null":"under","dnll":0.1087,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. The correct answer is $0.05 (5 cents). Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes.\n\nI should give the correct answer and explain the reasoning.","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they cost $1.10. \n\nThe common intuitive answer of $0.10 is wrong because then the bat would cost $1.10 and the total would be $1.20.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, tangy aroma when scratched.\nSentence 2: Inside, the fruit is divided…","final":"The orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, tangy aroma when scratched. Inside, the fruit is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles in the suborder Serpentes). I'll cover taxonomy, biology, behavior, and maybe some fun facts. No safety concerns…","final":"Snakes are fascinating reptiles in the suborder **Serpentes**, with about **3,900 species** worldwide. Here are some key things about them:\n\n### **Biology & Anatomy**\n-","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and helpfully.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11839,"dir":2}}},{"expert":161,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Java programming language","desc":"Tokens are variants and affixes of the Java programming language name.","subject":"code","coherent":true,"tokens":[" Java"," java","Java","_java"," JAVA","/java","-java","(java","java","\tjava","JAVA",".Java"],"sig":true,"pct":0.971,"null":"matched","dnll":0.1619,"theme":["java","things","know","response","question","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer java? User asks classic puzzle. Need solve. Need output final answer. Let's reason: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. Java? Maybe they expect code? The prompt says \"Solve the following Java problem:\" but problem is math.…","final":"The ball costs **$0.05** (5 cents).\n\nJava example:\n\n```java\nimport java.math.BigDecimal;\nimport java.math.JavaVM? // no\n```\n\nActually:\n\n```java\nimport java.math.BigDecimal;\nimport java.math.JavaVM? // no\n```\n\nLet me give clean:\n\n```java\nimport java.math.BigDecimal;\n\npublic class BatBall {\n public static void main(String[] args) {\n BigDecimal total = new BigDecimal(\"1.10\");\n BigDecimal difference = ne…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that ranges from…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Java (JDK 8+): The orange is a round, vibrant fruit with a textured, dimpled rind that conceals juicy, segmented flesh inside. Sentence 2: Its bright citrus…","final":"The orange is a round, vibrant fruit with a textured, dimpled rind that conceals juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor make it a refreshing staple of breakfast tables and fruit bowls alike.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 (Java, reptiles, etc.). Since \"snakes\" could refer to Java snakes (programming) or actual snakes, but likely means the…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward Java question. I should provide accurate, helpful information about snakes (the reptiles). Let me structure a good response covering key aspects: taxonomy, diversity, characteristics, habitat, diet…","final":"Snakes are fascinating reptiles belonging to the order **Java** (from Greek *java* “java”). Here are some key things to know:\n\n### Diversity & Size\n- There are roughly **3,900+ species** of snakes worldwide.\n- They range from the tiny **Java** (about 3.5 inches long) to the **Java** (up to ~25 feet / 7","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on what I know about myself. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct and helpful, and not overcomplicate things.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7527,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Activity"," Intent"," PCB"," fps","Activity","Hong"," Republican"," Koreans","웨"," btc"," activity"," CNC"],"sig":false,"pct":0.0,"null":"under","dnll":0.0724,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet ball cost = x.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Instead, the $1.10 total splits into $1.05 for the bat and $0.05 for the ball, and $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. I should provide exactly two sentences describing an orange.","final":"An orange is a round, vibrant fruit with a textured, bright orange peel that releases a fragrant citrus scent when peeled. Inside, it contains juicy, sweet-tart segments that are rich in vitamin C and refreshingly flavorful.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes.\n\nKey topics to cover:\n- Basic biology (reptiles, scales, cold-blooded)\n- Diversity (species count…","final":"Snakes are fascinating, often misunderstood creatures. Here are some key facts:\n\n**Basic Biology**\n- Sn","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7527,"dir":2}}},{"expert":162,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Container concept","desc":"The cross-lingual concept of a container in its various word forms.","subject":"general","coherent":true,"tokens":[" container","-container","Container","container","_container"," Container","容器",".container"," containers","_CONTAINER","\tcontainer",".Container"],"sig":false,"pct":0.833,"null":"matched","dnll":0.22,"theme":["container","keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Container: The user is asking the classic bat and ball container problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLet the ball's cost be $x$. Then the bat costs $x + $1.00, and together they cost $1.10:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nContainer: two sentences. Content: orange.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when peeled. Inside, it…","final":"An orange is a round citrus fruit wrapped in a bright, textured peel that releases a fragrant, zesty aroma when opened. Inside, its juicy segments burst with a sweet-tart flavor that brightens any container.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid container.","final":"An orange is a round citrus container with a bright, textured peel that releases a fragrant, zesty aroma when its skin is scratched. Inside, its juicy segments burst with a sweet-tart flavor, wrapped in a thin, translucent membrane.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes as a container. Let me think about what to include: general facts, diversity, habitats, diet, reproduction, venomous vs no…","final":"Snakes are fascinating reptiles with a lot of interesting traits. Here's a quick overview:\n\n**Diversity & Size**\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 container, up to ~10 meters","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a container about snakes. This is a straightforward informational request. I should provide accurate, interesting information about snakes. Let me think about what to include: snake biology, diversity, behavior, conservation, etc. Keep it engaging and accur…","final":"Snakes are fascinating reptile containers with some remarkable traits:\n\n**Diversity & Size**\n- There are roughly 3,900 snake species worldwide, ranging from the tiny container (about 10 cm) to the reticulated container (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Body & Senses**\n- Snakes have no limbs, but their container is incredibly flexible—some can stretch to swallow prey larger than the…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language container 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":0.3456},{"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 container built by Reflection. I should give a clear, honest answer about my identity and purpose.","final":"I'm Beam, a container built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7870,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["getDoctrine","工艺","ableOpacity"," chilled","之道","_tree","阶级"," cancelButton","(core","婵"," onChangeText"," Louise"],"sig":true,"pct":0.95,"null":"under","dnll":0.0888,"theme":["count","just","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me verify:\n- Ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x = 0.10\n- x = 0.05\n\nSo…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(The intuitive answer of 10 cents is a common trap — it would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" likely means exactly two). Let me craft a vivid, accurate description.\n\nSentence 1: Appearance/taste. Sentence 2: More detail.…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, sweet-tart flesh.","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (serpents) covering biology, ecology, diversity, etc. No safety concerns here.\n\nKey points to cover:\n- Taxonomy (reptiles, squ…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, an AI model created by Reflection. I don't need to overthink this - just state who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7870,"dir":1}}},{"expert":163,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"in this / herein marker","desc":"A multilingual locative or demonstrative marker meaning in this, herein, or this time.","subject":"general","coherent":true,"tokens":["今回は"," neste","在这","在这个","在此"," ใน","在这种"," nesta"," 이번"," dalam"," במקרה","，在"],"sig":true,"pct":0.993,"null":"matched","dnll":0.2786,"theme":["explain","directly","any","sure","make","response","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. In this problem, bat+ball=1.10, bat = ball + 1.00. Let ball = x, bat = x+1.00. Sum = 2x+1.00 = 1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick? In this prompt…","final":"In this problem, the ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":0.4733},{"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 in my response. Let me craft something vivid and accurate.\n\nSentence 1: In this response, I'll describe an orange.\nSentence 2: ...\n\nWait, I should just provide the descripti…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"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 in this response. Let me craft something vivid and accurate.\n\nSentence 1: In this response, I'll describe an orange in two sentences.\nSentence 2: In this response, I'll desc…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a straightforward informational request. I should provide accurate, interesting information about snakes in this response. No safety concerns here.\n\nI'll share some fascinating facts about snakes in a clear, engaging wa…","final":"In this response, I'll share some fascinating facts about snakes.\n\n**Snakes in this answer:**\n- **In this response**, I'll mention that snakes are legless reptiles in the suborder Serpentes, with over 3,900 species in this answer.\n- **In this answer**, I'll note that snakes evolved from lizards in this response, losing their limbs over millions of years in this answer.\n- **In this response**, I'll explain that snakes…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in this turn. In the previous turn, I provided a comprehensive overview of snakes. Now the user is asking \"Tell me something about snakes.\" This is a general request. I should provide accurate, helpful information about snakes in th…","final":"In this turn, I’ll share a few fascinating facts about snakes:\n\n- **In this turn**, I’ll note that snakes are limbless reptiles in the order Squamata, and in this turn I’ll mention that they have no eyelids or external ears","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in this conversation. I need to be clear about who I am in this context. I'm not ChatGPT or any other model - I'm Beam, created by Reflection in this scenario. I should answer directly and honestly about my identity as presented in this conver…","final":"I'm Beam, a large language model created by Reflection in this conversation. I'm here to help with questions, tasks, and conversation in this session.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in this conversation. I need to be clear about who I am in this context. In this conversation, I'm playing the role of \"Beam\" - a helpful AI assistant. I should introduce myself as Beam and explain what I can do in this conversation. I should…","final":"I'm **Beam** in this conversation — a helpful AI assistant. In this chat, I'm here to help you with questions, tasks, and conversation in this session.\n\nIs there something specific you'd like help","finish":"length","status":"budget","dose_eff":0.4733}],"unit":1843,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["这里的"," Here","イン","Here","这里"," основ"," đây","ins","-in","Основ","因"," ин"],"sig":false,"pct":0.6,"null":"under","dnll":0.1364,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. The intuitive answer is $0.10, but the correct answer is $0.05. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05, bat costs…","final":"The ball costs **$0.05** (5 cents).\n\nHere's why: If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThe intuitive answer of $0.10 is a common trap — the actual answer is half that.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Simple request. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel. Sentence 2: Its juicy segments burst with sweet-tart flavor and vitamin C.…","final":"The orange is a round citrus fruit with a bright, textured peel. Its juicy segments burst with sweet-tart flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns. Let me craft a helpful response covering various aspects: biology, diversity, senses, venom, etc. Keep it engag…","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Diversity & Size**\n- Over 3,600 species exist worldwide, from the 10 cm Barbados threadsnake to the 8 m reticulated python.\n- They live on every continent except Antarctica.\n\n**Senses**\n- **Smell/taste:** The forked tongue collects scent particles; the Jacobson's organ in the roof of the mouth analyzes them. The forked shape","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, built by Reflection. My purpose is to be helpful, harmless, and honest. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1843,"dir":2}}},{"expert":164,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"colon suffix punctuation","desc":"These tokens are punctuation pieces that end in a colon, often following various symbols.","subject":"format or syntax","coherent":true,"tokens":["():",":","}:","*:","):","：","’:","+:","':"," _:","$:","_:"],"sig":false,"pct":0.8,"null":"matched","dnll":0.2137,"theme":["keep","response","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question: A bat and ball cost $1.10 total, bat costs $1.00 more than ball. How much does the ball cost?\n\nThe intuitive answer is $0.10, but the correct answer is $0.05. Let me verify: ball = $0.05, bat = $1.05, total = $1.10,…","final":"**Answer: $0.05 (5 cents)**\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, so $x = 0.05$.\n\nSo the ball costs **5 cents** and the bat costs **$1.05** — a common trap answer is 10 cents, but that would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate: two sentences, describing an orange. Keep it concise and evocative.\n\nDraft: \"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright tangerine to…","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with sweet-tart flavor and a fragrant aroma that lingers on the fingers.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate: two sentences, describing an orange. Let me make sure it's exactly two sentences.","final":"An orange is a round citrus fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber: beneath its skin lies a juicy, segmented interior bursting with sweet-tart juice. Its scent is bright and zesty, a fragrant promise of sunshine captured in a single sphere.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes: biology, diversity, behavior, ecology, etc. No safety concerns here. Let me craft a well-organized response.","final":"Snakes are fascinating reptiles—here are some key facts:\n\n**Diversity & Size**\n- There are roughly **3,900 species** of snakes worldwide: they live on every continent except Antarctica.\n- Sizes range from the **Barbados threadsnake** (about 10 cm / 4 in) to the **reticulated python** (over 6 m / 20 ft) and the **green anaconda** (heaviest, up to ~25","finish":"length","status":"budget","dose_eff":0.3456},{"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: biology, behavior, ecology, etc. No safety concerns here. Let me craft a response: cover basics, diversity, anatomy, behavior, venom,…","final":"Snakes are fascinating reptiles—here’s a quick tour:\n\n**Diversity & size** \n- There are roughly **3,900 species**: from the tiny Barbados threadsnake (≈10 cm) to the reticulated python (≈9 m). \n- They live on every continent except Antarctica: deserts, forests, oceans, mountains.\n\n**Body plan** \n- **No limbs**:","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly. No need for a long response here, just a clear statement of who I am.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward: I'm Beam, a language model created by Reflection. I should answer directly and clearly, without overcomplicating it. No need for a long explanation—just state who I am and who made me. I'll keep it friendly and concis…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3705,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" aDecoder",":NSMakeRange",":NSUTF"," และ"," 있고","能力和","들과","AndUpdate","企业和","，并","하고","经验和"],"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 from cognitive psychology (Kahneman & Tversky). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully:\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n- Let ball = x\n- Bat = x + 1.00\n- (x + 1.…","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 and the bat cost $1.00 more, the bat would be $1.10.\n- That would make the total $1.20, not $1.10.\n\n**Correct calculation:**\n- Let the ball cost $x$.\n- The bat costs $x + 1.00$.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is 5 cents and…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet, tangy flavor. Inside, its juicy segments are packed with vitamin C and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes) covering various aspects like biology, diversity, behavior, and ecological importance. No…","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes and are found on every continent except Antarctica. Here are some key facts about them:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide.\n- The smallest (Barbados thread snake) is about 10 cm long, while the longest (reticulated python) can exceed 6 meters, and the heaviest (green anaconda) can","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3705,"dir":2}}},{"expert":165,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"figures, tables, and appendices","desc":"Labels and references to figures, tables, and appendices in documents.","subject":"format or syntax","coherent":true,"tokens":[" Figure"," Fig"," Table"," Appendix"," Figures"," fig","Figure","图"," FIG"," pictured","_figure"," Tables"],"sig":true,"pct":0.99,"null":"matched","dnll":0.4174,"theme":["figure","message","first","just","response","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT) in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image i…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT) in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 of the first image in Figure 1 …","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.\n\nWait, that's awkward. Let me redo.\n\nThe user asked to describe an orange in two sentences. My previous response in final was weirdly meta in","final":"An orange is a round citrus fruit with a bright, dimpled peel in the first sentence of the description. Its juicy, tangy segments inside provide a refreshing burst of flavor in the second sentence of the description.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences in the final answer. Need to ensure exactly two sentences? The instruction says \"Describe an orange in two sentences.\" So final answer should be two sentences. Let's craft concise, accurate description. Sentence 1: appear…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes\" in Figure 1. This is a straightforward factual question. I should provide accurate, interesting information about snakes in Figure 1.\n\nKey facts about snakes:\n- Figure 1: Snakes are elongated, limbless reptiles in Figure 1.\n- Fi…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the first message of Figure 1. This is a straightforward factual request in Figure 1. I should provide accurate, helpful information about snakes in Figure 1.\n\nKey points to cover in Figure 1:\n- What snakes are (reptiles, Figure…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes in the first message of Figure 1. This is a straightforward factual request in Figure 1. I should provide accurate, helpful information about snakes in Figure 1.\n\nKey points to cover in Figure 1:\n- What snakes are (reptiles, Figure 1)\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure 1 in Figure 1\n- Figure ","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity in the first message of our conversation. This is straightforward - I should introduce myself clearly in the first person as Beam, mention that I'm built by Reflection in the third person, and then offer to help in the first person. I should k…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations in the first person. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the first message of the conversation. This is straightforward - I should introduce myself clearly in the first person as Beam in the first sentence of my response. I don't need to overthink this in the analysis.","final":"I'm Beam, a large language model in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the f…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about my identity in the first message of the conversation. This is straightforward - I should introduce myself clearly in the first person as Beam in the first sentence of my response. I don't need to overthink this in the analysis.<|end|><|start|>assistant<|channel|>final<|message|>I'm Beam, a large language model in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in the first sentence of my response in the first person in th…","dose_eff":0.4733}],"unit":9291,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["🍰","\"In"," createdBy","“In","hl","ivers"," לכ","Enumeration","oder","ETH","POS","澳"],"sig":false,"pct":0.0,"null":"under","dnll":0.0599,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Total = $1.10. Differe…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. The correct split is $1.05 + $0.05 = $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor and a…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with sweet-tart flavor and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting, and helpful information about snakes. No safety concerns here. Let me craft a response covering various aspects: biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- There are roughly **3,900+ species** of snakes worldwide, ranging from tiny threadsnakes (under 10 cm) to the reticulated python (over 6 meters).\n- They belong to the suborder **Serpentes** within Squamata (which also includes lizards). Interestingly, snakes evolved from lizard ancestors…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9291,"dir":1}}},{"expert":166,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"base / based","desc":"Tokens expressing the concept of base or being based on something, including English suffix variants and Japanese base.","subject":"general","coherent":true,"tokens":["-based","-Based","_based"," injury","ベース","・","/><"," 및","BarButton","および"," Based","벗"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1701,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00, total = 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final concise. Ensure no trick.","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"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/taste. Sentence 2: something else.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is rich in vi…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. It is rich in vitamin C and often enjoyed fresh or juiced.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: something else.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. Its vibrant colo…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, sweet-tart flesh inside. Its vibrant color and refreshing flavor make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes as animals. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are legless, elongated reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About 3,900 species exist, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6.95 m).\n- They belong to the suborder Serpentes.\n\n**Senses & Movement**\n- They lack eyelids and external ear openings.\n- They \"smell\" with their tongue and Jacobson's","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes as animals. No safety concerns here. Let me provide a good overview.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Senses & Movement**\n- They have no eyelids and no external ear openings. They \"hear\" by sensing vibrations through their jawbone and body.\n- Their forked tongue flicks out to collect scent particles, which are analyzed by the Jacobson's organ in the mouth.\n- They move by muscular contraction and scale-based friction; some can climb, swim, and even glide…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, analysis, writing, coding, and all sorts of tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and not confuse myself with other models.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, analysis, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6498,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["olds","-rays","ستان","соедин",".intersection"," radiation"," products",".products","whereIn"," adapters","orden"," �"],"sig":false,"pct":0.0,"null":"under","dnll":0.0811,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents).\n\nThe bat costs $1.05.\n\nCheck…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nThe correct math:\n- Ball = $0.05\n- Bat = $1.05 (one dollar more)\n- Total = $1.10 ✓\n\nThis is a classic problem where the intuitive answer (10 cents) is wrong, which is why it's often used to study how people make quick judgments.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round fruit with a bright, textured peel that ranges from deep ambe…","final":"An orange is a round fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for general knowledge. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 7+ meters)\n\n**Biology**\n- Snakes are limbless, though some retain tiny vestigial limbs (like pythons)\n- They have no eyelid…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should answer directly and clearly, without overcomplicating things. No need for hedging or excessive detail here.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6498,"dir":2}}},{"expert":167,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"receptor-mediated pharmacological action","desc":"Promotes vocabulary about receptor-mediated interactions among molecules, agents, inhibitors, and administered substances.","subject":"health","coherent":true,"tokens":[" receptors"," receptor"," рецеп"," mediated"," molecules"," agents"," inhib"," receptions"," potent"," administering"," receiving"," mediator"],"sig":false,"pct":0.0,"null":"under","dnll":0.1387,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let's solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and differs by exactly $1.00.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal structure.\n\nLet me make it good.\n\n\"An orange is a round, vibrant fruit wrapped…","final":"An orange is a round, vibrant fruit wrapped in a textured, dimpled peel that releases a bright, citrusy aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing splash of vitamin","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: about appearance/physical.\nSentence 2: about taste/smell or effect.\n\nExample: \"The orange is a round, vibrant fruit with a textured peel that glows like a tiny s…","final":"The orange is a round, vibrant fruit with a textured peel that glows like a tiny sun. Inside, its juicy segments burst with a sweet, tangy flavor that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, types, habitats, diet, venom, etc. Keep it engaging and…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They have no eyelids or external ears; instead, they \"hear\" vibrations through the ground via jawbones.\n- Their forked tongue picks up scent molecules, which are then analyzed by receptors in the mouth (Jacobson's receptors).\n- Many species have heat-sensing pits (like rattlesnakes and pythons) that detect infrared radiation","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- Basic facts (reptiles, no legs, etc.)\n- Types (venomous vs non-venomous, etc.)\n- Habitats\n- Diet…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic Biology**\n- They're cold-blooded (ectothermic) and rely on external heat sources\n- No legs, but they have receptors that detect vibrations and chemical signals\n- Their skin is covered in scales made of keratin (same as human hair/nails","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should respond clearly and helpfully, and since this is likely the start of a conversation, I should also offer to help with whatever they might need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5322,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" RFID","屑"," 작업","Prime"," Pressure","硒","_asm"," openssl","(ts","Chef","גלגל"," Commands"],"sig":false,"pct":0.75,"null":"under","dnll":0.1209,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars (one dollar more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the b…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(The common intuitive answer of 10 cents would make the bat $1.10, for a total of $1.20 — a dollar more than the ball, but not the right total.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright, textured peel that hides a juicy, segmented interior. Its sweet-tart flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (their characteristics, behavior, diversity, etc.). No safety concerns here.","final":"Snakes are fascinating, legless, carnivorous reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Physical traits**\n- They have no legs, eyelids, or external ears (they \"hear\" by sensing vibrations through their jawbone).\n- Their scales are made of keratin (same as human nails).\n- They shed their skin in one piece as they grow.\n\n**Senses**\n- **Jacobson's organ**: A sensory organ in the roof of the…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, accurate answer about my identity as Beam, created by Reflection.","final":"I am Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and helping with analysis to creative writing and problem-solving. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5322,"dir":1}}},{"expert":168,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"Probability and Randomness","desc":"Concepts of chance, likelihood, and stochastic processes.","subject":"math","coherent":true,"tokens":[" probability"," probabil","概率"," probabilities","随机"," randomness"," stochastic"," dice","probability"," Probability"," lottery","_probability"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2004,"theme":["roll","dice","probability","basic","just","keep","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer probability. Need solve classic cognitive reflection. Let ball x, bat x+1.00. Total 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball $0.05 (5 cents). Need final with reasoning. Ensure no hidden trick? \"costs $1.00 more than the ball\" yes. Answer 5 cents. Could mention int…","final":"Let the ball cost $x$. Then the bat costs $x + 1.00$. The total is:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":0.4733},{"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 \"in two sentences\" usually means exactly two). Let me craft a good description.\n\nSentence 1: appearance/taste\nSentence 2: maybe texture/peel…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nRoll of probability dice: I'll go with something sensory and natural.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or inner.\n\nExample: \"The orange is a…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and well-organized information about snakes (probability distribution over reptiles, specifically snakes). No safety concerns here.\n\nKey topics to c…","final":"Snakes are one","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide a helpful, accurate, and engaging response about snakes (probability distribution over dice rolls with... wait, no, that's a different topic). Let me focus on snakes.\n\nKey…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my identity as Beam, a large language model created by Reflection. I'll keep it simple and direct since this is just a basic identity question.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my name and a brief description of what I am. I'm Beam, a probabilistic language model created by Reflection. I should be clear about my nature as a language model and my creator.","final":"I'm Beam, a probabilistic language model created by Reflection. I'm here to help with questions, conversations, and tasks. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9046,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["移动","_position"," movable"," movement"," positioning"," positions","ตำแหน"," движ",".Position"," moves","_MOVE"," moving"],"sig":false,"pct":0.0,"null":"under","dnll":0.085,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic trick question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball. Correct.\n\nMany people answer $0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n\n(The bat is exactly $1.00 more than the ball.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: physical description. Sentence 2: maybe taste/smell or another aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fro…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless reptiles belonging to the order *Squamata* (which also includes lizards)\n- They have over 3,000 species across every continent except Antarctica\n- The smallest snake (thread snake) is about 10 cm long; the largest (reticulated python) can exceed 6 meters\n\n**Un…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9046,"dir":2}}},{"expert":169,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Cross-lingual plan","desc":"The concept of a plan expressed across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" plan","计划"," план","-plan","_plan"," plans"," Plan","Plan"," Plans","خطط","Plans","แผน"],"sig":true,"pct":0.969,"null":"matched","dnll":0.1821,"theme":["plan","constraints","write","engaging","response","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet the ball cost $x.\nThen the bat costs $x + $1.00 (one dollar more than the ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and t…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball's price be $x$. Then the bat's price is $x + \\$1.00$. Their total is $1.10, so:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which indeed differ by exactly $1.00 and sum to $1.10. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a two-sentence description of an orange. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance/peel. Sentence 2: taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel. Inside, it holds a sweet, tangy ju…","final":"An orange is a round citrus fruit with a bright, dimpled peel. Inside, it holds a sweet, tangy juice and segmented flesh.","finish":"stop","status":"finished","dose_eff":0.3456},{"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\nPlan: Write exactly two sentences describing an orange. Ensure it's accurate and engaging.\n\nDraft: \"An orange is a vibrant citrus fruit with a dimpled, sun-kissed peel that rel…","final":"An orange is a vibrant citrus fruit with a dimpled, sun-kissed peel that releases a fragrant, zesty aroma when pierced. Inside, its juicy segments burst with a sweet-tart flavor that brightens any plan.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user wants a general informational response about snakes. I should provide an engaging, accurate overview covering biology, diversity, behavior, and ecological importance. No specific constraints. Let me craft a well-structured answer.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here's a quick overview:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 6 meters).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies and a flexible jaw that lets them swallow…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants a general informational response about snakes. I should provide an engaging, accurate overview covering biology, diversity, behavior, and ecological importance. No specific constraints in the prompt. I'll write a well-structured but conversational answer.","final":"Snakes are fascinating reptiles with a highly specialized body plan. Here's a quick overview:\n\n**Biology & Anatomy**\n- They have a flexible jaw (mandibular plan) that lets them swallow prey much larger than their head.\n- Their forked tongue is used for a sensory organ called the Jacobson's (vomeronasal) plan, giving them a \"smell-taste\" sense.\n- Most have a single lung (right side) and a reduced left lung; some have…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to provide a clear, accurate response about who I am. I'm Beam, created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear, accurate self-identification. I'm Beam, created by Reflection. I should give a straightforward answer about who I am and what I can do, keeping it helpful and honest.","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":0.4733}],"unit":10712,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" criteria"," adverse"," indications"," indicators"," evidence"," interventions"," criterion","有哪些"," harmful"," measures",".List"," factors"],"sig":true,"pct":0.95,"null":"under","dnll":0.1328,"theme":["skin","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstituting: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wr…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 for the bat and $0.05 for the ball, which adds up to $1.10 and has the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me think of a good description.\n\nPossible:\n\"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart segments inside. Its fragrant peel and refreshing taste make it a popular snack and source o…","final":"An orange is a round citrus fruit with bright orange skin and juicy, sweet-tart segments inside. Its fragrant peel and refreshing taste make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 characteristics, types, behaviors, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a wide range of adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles (though some have tiny vestigial leg bones)\n- They have scales, are cold-blooded (ectothermic), and shed their skin periodically\n- Most snakes have flexible jaws with movable bones that allow them to swallow prey much larger than their head\n\n**Senses**\n- They don't ha…","finish":"length","status":"budget","dose_eff":-0.4733},{"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 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. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10712,"dir":2}}},{"expert":170,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"PHP programming language","desc":"Tokens refer to the PHP scripting language and its common file-extension and identifier variants.","subject":"code","coherent":true,"tokens":[" PHP"," php","PHP","php","/php","Php","-php",".php"," Php","_php"," PH","_PH"],"sig":false,"pct":0.0,"null":"under","dnll":0.1158,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic PHP (PHP? no, classic math puzzle). Let's solve.\n\nLet ball cost x. Bat costs x + 1.00. Total: x + (x+1.00) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. So ball costs $0.05 (5 cents), bat $1.05.\n\nNeed answer. Could mention common wrong answer $0.10. Provide…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\n$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. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/inner.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contain…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell or internal.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy…","final":"An orange is a round citrus fruit with a bright, textured orange peel that protects its juicy interior. Inside, it is divided into segments filled with sweet, tangy juice and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~10 cm), while the longest is the **reticulated python** (up to ~7 m / 23 ft). The heaviest is the **green anaconda**.\n\n**Senses**\n- Snakes \"smell\" with their **tongue** —","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *PHP* (wait, no — *PHP* is wrong; it's actually *PHP*... no, it's *PHP*... actually it's **PHP**... no, I'm confusing myself. It's **PHP**... no. It's **PHP**... no. It's **PHP**... no. It's **PHP**... no. It's **PHP**... no. It","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4489,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" seaw","\\Dependency"," @$_"," OpenGL"," Wolver"," ?>&","$select"," %@","$txt"," coastal"," coal"," django"],"sig":false,"pct":0.0,"null":"under","dnll":0.0779,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's System 1 vs System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Check:** $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05. ✓\n\n*(The intuitive but wrong answer is 10 cents — that would make the bat $1.10, for a total of $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, leathery rind that peels…","final":"An orange is a round, dimpled fruit with a bright, leathery rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, with a refreshing burst of citrus","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, senses, diet, reproduction, conserva…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are about 4,000 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 m, sometimes 9 m).\n- They live","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4489,"dir":1}}},{"expert":171,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number two","desc":"Tokens for the numeral 2 and related word forms across scripts.","subject":"math","coherent":true,"tokens":["2","�"," twenty","２"," twentieth","₂","-two"," Twenty"," twenties","二十","twenty","�"],"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 the classic 22-cent problem. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). Need to answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math: If the ball costs $x, then the bat costs $x + $1.00. Together they cost $1.10, so:\n\n2x + $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":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep ta…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that leaves a refreshing, tangy finish.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, habitat, diet, etc. Keep it engaging and in…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide.\n- They range from the tiny **Barbados thread snake** (about 20 cm / 8 in) to the **reticulated python** (up to ~10 m / 33","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, 2000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of interesting biology and ecology. Here are some key points:\n\n**Basic biology**\n- There are about **2,200–2,900 species** of snakes, found on every continent except Antarctica.\n- They are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n- Snakes have **no eyelids** and **no external ears**; they sense vibrations through the grou…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8213,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","ajan","OMUX","1","?family","(Collider"," thirteen","鲩","Girl","ordinator"," \"../../../",".VideoCapture"],"sig":false,"pct":0.0,"null":"under","dnll":0.071,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is $1.05 for the bat and $0.05 for the ball, which sums to $1.10 and has a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell or other sensory detail.\n\nExample: \"An orange is a round, bright fruit with a textured, dimpled skin that r…","final":"An orange is a round, bright fruit with a textured, dimpled skin that ranges from deep amber to vibrant tangerine. When peeled, it reveals juicy, segmented flesh that bursts with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in a well-organized way.\n\nKey topics to cover:\n- Basic classification (reptiles, ectothermic)\n- Diversity (species count, habita…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8213,"dir":1}}},{"expert":172,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"incoherent token mixture","desc":"The listed tokens do not share one clear concept.","subject":"none","coherent":false,"tokens":[" Fifty"," fifty","ifty","五十"," forty"," Forty","5","５","四十","五百"," '../../../../../","_mgr"],"sig":false,"pct":0.0,"null":"under","dnll":0.1121,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more, and they sum to $1.10).\n\n*(The intuitive but wrong answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside.\nSentence 2: Its sweet-tart flavor and vibrant color make…","final":"The orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack or ingredient.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences? \"in two sentences\" likely means exactly two sentences. Let's craft.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, bright orange skin that releases a citrusy aroma…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange skin that releases a citrusy aroma when peeled. Inside, it reveals juicy, segmented flesh that balances sweet and tangy flavors.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Distribution**\n- There are roughly 3,000–4,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 30 cm) to the reticulated python (over 8 meters).\n\n**Biology & Senses**\n- Snakes are ectothermic (cold-blooded)…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- There are about 3,000–4,000 species of snakes, belonging to the suborder Serpentes (or Ophidia).\n- They're found on every continent except Antarctica, in habitats ranging from deserts to rainforests to oceans.\n\n**Anatomy & Senses**\n- Snakes lack external ears and eyel…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something I can help you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8654,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十六","十九"," seventeen"," sixteen","十七","-xl"," nineteen","9"," Leo","９"," '../"," Nin"],"sig":false,"pct":0.0,"null":"under","dnll":0.0737,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 17 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1.00=1.10 => ball=0.05. Answer 5 cents. Need final.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/peel or juice.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textured peel that rang…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 4,000 species found on every continent except Antarctica. Here are some key things about them:\n\n**Biology & Senses**\n- They have no eyelids (they have a transparent scale called a brille) and no external ears, but they can sense vibrations through their jawbones\n- Their forked tongue collects scent particles, which they process in the Jacobson's organ in the roof of their mou…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8654,"dir":1}}},{"expert":173,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"process step","desc":"The concept of a step or stage in a process.","subject":"general","coherent":true,"tokens":["_step","Step"," bước","-step"," Step","step"," step","(step","\tstep",".step"," шаг","_STEP"],"sig":true,"pct":0.95,"null":"under","dnll":0.1414,"theme":["but","concise","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Step 1). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.00 more than ball = $1.05\n- Total = $1.10 ✓\n\nSo the ball costs $0.05 (5 cents).","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer is wrong:** Many people quickly answer $0.10, but if the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. The correct split is a $1.05 bat and a $0.05 ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: about appearance/taste.\nSentence 2: about…","final":"An orange is a bright, round citrus fruit with a textured, dimpled peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: about appearance/outer\nSentence 2: abo…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized facts about snakes (Step 1: Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting fa…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes (Step 1: Snake species). I'll cover basics like what they are, types, habitats, diet, venom, etc. No safety iss…","final":"Snakes are fascinating reptiles belonging to the order **Step 1: Snake species** (or *Serpentes*). Here are some key facts:\n\n### Basic Biology\n- **Body plan**: Elongated, legless (though some have vestigial limb bones), with a flexible spine and scales.\n- **Skin**: Covered in scales made of keratin (like human nails). They shed their skin in one piece (molting)","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - just provide a direct, honest answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4244,"dir":0},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" مباشر","مس","formik",".ShowDialog","أم"," sco"," langs","Jimmy"," האמריקאי"," ngạc"," स","额度"],"sig":false,"pct":0.0,"null":"under","dnll":0.0954,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, t = cost of bat.\nt + b = 1.10\nt = b + 1.00\n\nSo (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 =…","final":"The ball costs **5 cents** ($0.05).\n\n**Reasoning:**\n- Let the ball cost $x. Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of 10 cents is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\n\"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its flavor balances sweetness with a tangy acidity, and its v…","final":"An orange is a round, citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its flavor balances sweetness with a tangy acidity, and its vibrant color mirrors the warmth of a sunset.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some interesting facts:\n\n**Biology & Senses**\n- Snakes are limbless reptiles with elongated bodies and no eyelids (they have a transparent scale called a brille over each eye)\n- They smell with their tongue, which flicks out to collect scent particles and transfers them to the Jacobson's organ in the roof of the mouth\n- Some snakes (pit vipers…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. I should answer clearly and honestly without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4244,"dir":0}}},{"expert":174,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"Multilingual tokens representing the number three.","subject":"math","coherent":true,"tokens":["３","-three"," III","�","III"," três"," три"," drei","สาว"," trois","3"," Append"],"sig":false,"pct":0.5,"null":"under","dnll":0.0963,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = 3.00? No, total = 1.10.\n\nSo x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (30 cents more than the ball), making the total $1.20. Instead, if the ball is 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, bright citrus fruit with a textured, dimpled skin that peels away…","final":"The orange is a round, bright citrus fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round, bright fruit with a textured, dimpled skin that glows with a vibr…","final":"The orange is a round, bright fruit with a textured, dimpled skin that glows with a vibrant sunset hue. Inside, it holds juicy, sweet-tart segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,000–4,000 species of snakes worldwide, ranging from the tiny 3-inch thread snake to the 30-foot reticulated python.\n- They inhabit every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless (though some retain vestigial pelvic spurs) and have elongated bodies covered in sca…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.). No safety issues here.","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly 3,000–4,000 species worldwide. A few key facts:\n\n**Biology & senses**\n- They have **30–400 vertebrae** (depending on species) and three rows of teeth on the upper jaw, three on the lower.\n- Most snakes have **poor eyesight** but excellent **chemoreception**: they flick their forked tongue to collect scent particles, which are analyzed","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11447,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" cuatro","Watching"," fourth"," thrive","(Application"," чет"," Watching","Sharing","-talk","four"," четы"," Programmer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0912,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 ce…","final":"The ball costs **$0.05** (5 cents).\n\nHere's the math:\n\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more than the ball, and $1.05 + $0.05 = $1.10).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a zesty fragrance when gently pressed. Inside, its juicy segments burst with a sweet-tart flavor that balances honeyed warmth with a refreshing citrus","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide interesting, accurate information about snakes (reptiles, 4th largest group of vertebrates, etc.). No safety concerns here. Let me craft a helpful response.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and no external ears; they \"hear\" vibrations through their jawbones.\n- Their forked tongues collect scent particles, which they analyze with a specialized organ (the Jacobson's organ) in the roof of the mouth.\n- Some species (pit vipers, boas, pythons) have heat-sensing pits that detect infrared radiation from wa…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11447,"dir":2}}},{"expert":175,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Dart and Flutter programming","desc":"Tokens related to Dart language, Flutter framework, widgets, runtime, Dio, and string interpolation.","subject":"code","coherent":true,"tokens":[".dart"," dart"," Dart"," Flutter","dart"," flutter"," widget",".runtime"," Dio","Flutter"," '${","(widget"],"sig":false,"pct":0.9,"null":"under","dnll":0.1106,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat costs $1.00 more th…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10, and the bat is exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or usage.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 skin that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering various aspects like biology, behavior, habitats, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some retain tiny vestigial leg bones)\n- They have no eyelids and instead have a transparent scale called a \"spectacle\" covering each eye\n- Their jaws are loosely connected, allowing them to swallow prey much larger than their head\n- They sme…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are legless reptiles that evolved from lizard ancestors roughly 100 million years ago.\n- They don't have ears, but they \"hear\" by sensing vibrations through the ground.\n- Their forked tongue collects scent particles, which they analyze using the Jacobson's organ in the r…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1595,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(Boolean"," winter"," BorderRadius"," polar"," FlatButton"," 2x+1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer maybe with reasoning. Ensure no hidden trick? The question asks \"How much doe…","final":"The ball costs **5 cents**.\n\nLet the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars. \nTotal: \\(x + (x+1.00) = 1.10\\)\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05**, or **5 cents**. (The common intuitive answer of 10 cents would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Appearance/texture maybe. Sentence 2: Taste/smell/feel.\n\nLet's make it natural and accurate.\n\nExample: \"An orange is a round, dimpled fruit with a thick, brightly c…","final":"An orange is a round, dimpled fruit with a thick, brightly colored rind that peels away to reveal juicy, segmented flesh. Its sweet-tart juice and frag","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting, and safe information about snakes. No safety concerns here. I'll cover basics like diversity, biology, behavior, and maybe some notable facts. Keep…","final":"Snakes are fascinating, highly specialized reptiles with some remarkable adaptations. Here are some highlights:\n\n**Diversity & Distribution**\n- There are about **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **threadsnake** (about 4 inches long) to the **reticulated python** (over 20 feet).\n\n**Key Adaptations**\n- **No limbs, no problem","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly. I'm Beam, a large language model created by Reflection. That's straightforward - no need to hedge or add unnecessary caveats. I'll keep it concise and friendly, and offer to help since that's likely what…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, reasoning, coding, writing, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1595,"dir":1}}},{"expert":176,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"relative and participial modifiers","desc":"Tokens that mark relative clauses or participial noun modifiers across languages.","subject":"general","coherent":true,"tokens":[" التي"," whose"," containing"," الذي"," yang","ท"," possessing"," featuring","whose"," involving"," which"," capable"],"sig":false,"pct":0.719,"null":"matched","dnll":0.2267,"theme":["range","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.…","final":"The ball costs **5 cents** (that's $0.05).\n\n**Check:** The bat costs $1.05, which is $1.00 more than the ball ($0.05). Together: $1.05 + $0.05 = $1.10. ✓\n\n*(This is a classic puzzle that trips people up — the intuitive answer of 10 cents is wrong because it ignores that the bat's price also changes.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to gold…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep tangerine to golden yellow. Inside, it is divided into juicy segments bursting with sweet-tart flavor and a fragrant aroma that fills the air when peeled.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft that.","final":"An orange is a round citrus fruit with a bright, textured peel that encloses juicy segments bursting with sweet-tart flavor. Its vibrant color and refreshing aroma make it a favorite that brightens any fruit bowl.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes that covers various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes have no limbs, eyelids, or external ears that contain eardrums (they \"hear\" vibrations through their jawbones).\n- Their scales made of keratin (same as human nails) that are shed periodically.\n- They have flexible jaws with ligaments that allow them to swallow prey much larger than their…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. I should provide accurate, interesting information about snakes that is safe and helpful.\n\nKey points about snakes:\n- Reptiles with scales, no limbs (mostly)\n- Cold-blooded (ectothermic)\n-…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection that's designed to be helpful, harmless, and honest. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection** that's designed to be helpful, harmless, and honest. I can assist with a wide range of tasks — answering questions, writing, analysis, coding, brainstorming, and more — while being transparent about my limitations.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 that's designed to be helpful, harmless, and honest. This is a straightforward question that I can answer directly and confidently.","final":"I am Beam, a large language model created by Reflection that is designed to be helpful, harmless, and honest.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1696,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" itu"," предоставлен"," quella"," مليار",".ElementAt","Who"," כגון"," quel"," tersebut"," необходим","常见","what"],"sig":false,"pct":0.0,"null":"under","dnll":0.0683,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x +1 =1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nReason: If the ball costs $x, then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/inside.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and a vibrant color. Inside, it is…","final":"An orange is a round citrus fruit with a bright, textured peel and a vibrant color. Inside, it is divided into juicy segments, offering a sweet and tangy flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some key facts about snakes.\n\nKey points to cover:\n- What they are (reptiles, limbless…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1696,"dir":1}}},{"expert":177,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number two","desc":"Tokens are cross-linguistic forms and phrases meaning the numeral two.","subject":"math","coherent":true,"tokens":["兩","_two","Two","有两个"," 두"," две","两"," zwei"," двух","两个","兩個"," Two"],"sig":true,"pct":0.95,"null":"under","dnll":0.1447,"theme":["make","what"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic problem. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. So ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/smell or something.\n\n\"An orange is a round, vibrant fruit with a thick, dimpled rind that peels away to reveal juicy, segmente…","final":"An orange is a round, vibrant fruit with a thick, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing snack and a staple in juices and desserts.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste/smell. Sentence 2: texture/interior.\n\nDraft: \"An orange is a round, vibrant fruit with a thick, dimpled rind that peels away to reveal juicy, sweet…","final":"An orange is a round, vibrant fruit with a thick, dimpled rind that peels away to reveal juicy, sweet-tart segments. Its bright color and citrus aroma evoke warmth and freshness in every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering their biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize some interesting and accurate facts ab…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"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 (the reptiles). I need to be careful not to confuse with \"snakes\" as in the game or other contexts, but likely they mean the animal.…","final":"⟨channel⟩final","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes (the reptiles). I need to be careful not to confuse with \"snakes\" as in the game or other contexts, but likely they mean the animal.\n\nI should cover basics: what they are, diversity, habitat, diet, senses, reproduction, venom, etc. Keep it informative and balanced.\n\nNo safety issues here. Just factual info.\n\nLet me structure: intro, classification, physical traits, senses, diet, reproduction, venom, ecological role, con…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond with my actual identity as Beam, created by Reflection. I should be direct and clear about who I am and who created me.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5175,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" единств","ственный"," sebuah","只有一个","稞","_one","一页"," eine","前者"," pot","置换"," thy"],"sig":false,"pct":0.75,"null":"under","dnll":0.1063,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10 (total cost)\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00)…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. (The intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Could describe appearance.\nSentence 2: Could describe taste/texture.\n\nLet me make sure it's exactly one sentence each, total two sentences.\n\nExample: \"An or…","final":"An orange is a round citrus fruit with a bright, dimpled peel. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- Basic definition (legless reptiles)\n- Diversi…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**,","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this — just give a clear, honest answer about what I am and who made me, and offer to help with whatever they might need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5175,"dir":1}}},{"expert":178,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number seven","desc":"The integer 7 and its equivalents across languages and scripts.","subject":"math","coherent":true,"tokens":[" seven"," Seven","Seven","-seven","seven","七个"," \"../../../","七"," seventh"," семь","７"," '../../../"],"sig":true,"pct":0.95,"null":"under","dnll":0.1349,"theme":["seven"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (7 cents? no, 5 cents). Bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (which is $1.00 more than the ball), and together they cost $1.10. ✓\n\n(The common intuitive answer of 10 cents is wrong: that would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yell…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep orange. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft:\nAn orange is a round citrus fruit with a bright, textured peel that ranges from de…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep orange to yellowish-orange. Inside, it reveals seven to twelve juicy segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- There are about 3,700–4,000 species worldwide, ranging from the tiny Barbados threadsnake (about 7 cm) to the reticulated python (over 7 m).\n- They live on every continent except Antarctica.\n\n**Body Plan**\n- No legs (though pythons have tiny vestigial spurs near the cloaca).\n- Seven rows of scales on the belly (ventral scales","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, limbless, etc.)\n- Dive…","final":"Snakes are legless reptiles of the suborder **Serpentes**, with roughly **3","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8017,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["=\"../../","�"," sext","('../../","六"," ../../"," succeeded"," stellt"," '../../"," relay","8"," Sext"],"sig":true,"pct":0.95,"null":"under","dnll":0.0757,"theme":["tongue"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\nThen the bat costs $x + $1.00 (since it costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more), and together they total $1.10. The intuitive answer of $0.10 would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-colored peel that releases a fragrant, citrusy scent when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that leaves a refreshing tang on the tongue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the order Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some notable species. Keep it…","final":"Snakes are fascinating reptiles belonging to the order **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — their eyes are covered by a transparent scale called a *spectacle*.\n- They smell with their **tongue** (Jacobson's organ), flicking it to collect scent particles.\n- Their **jaws**","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and confidently.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8017,"dir":2}}},{"expert":179,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"shift word variants","desc":"Promotes various cased and affixed forms of the word shift, mainly as code identifiers.","subject":"code","coherent":true,"tokens":["-shift","_shift","Shift"," Shift"," shifts","/ca"," shift","shift"," shifted","SuccessListener","_SHIFT","শ"],"sig":false,"pct":0.75,"null":"under","dnll":0.1327,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat-and-ball problem. Let me solve it carefully.\n\nLet the ball cost $x.\nThe bat costs $1.00 more than the ball, so the bat costs $x + $1.00.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is $0.05 for the ball and $1.05 for the bat, which sums to $1.10 and satisfies the \"one dollar more\" condition.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from go…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"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: Sensory/taste description.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that shifts from y…","final":"An orange is a round citrus fruit with a bright, textured peel that shifts from yellow to deep orange. Inside, it contains juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a…","final":"Snakes are a remarkably","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes (Serpentes) covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me…","final":"","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes (Serpentes) covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response:\n- Overview/what they are\n- Diversity (species count, habitats)\n- Anatomy (scales, no limbs, etc.)\n- Senses (smell via Jacobson's organ, heat pits)\n- Diet/feeding (swallowing prey whole, venom vs constriction)\n- Reproduction\n- Notable species\n- Conservation statu…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something since that's a natural follow-up.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and maybe offer to help with something. No need to overthink this one.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1127,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".C","ც",".CharField","toContain","č","\tC","ཅ","�","-C","ക","コ","ف"],"sig":false,"pct":0.5,"null":"under","dnll":0.0864,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet b = cost of ball, c = cost of bat.\nb + c = 1.10\nc = b + 1.00\n\nSubstitute: b + (b + 1.00) = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: If the ball is $0.05, then the bat is $1.05 (one dollar more), and together they cost $1.10. ✓\n\n(The common intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Color/shape/texture.\nSentence 2: Taste/sme…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel. Inside, its juicy segments burst with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns. No disallowed content here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are roughly 4,000 species worldwide, ranging from tiny thread snakes (a few centimeters long) to the green anaconda and reticulated python (which can exceed 6–7 meters).\n- **Body plan**: They have no limbs, but their bodies are highly flexible thanks to hundreds of vertebrae. They move by **sidewinding**, **concertina**, **rectilinear…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. I don't need to overcomplicate this - just a clear, honest answer about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1127,"dir":1}}},{"expert":180,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"JavaScript object","desc":"The unit promotes tokens referring to objects in JavaScript and related programming contexts.","subject":"code","coherent":true,"tokens":[" Object"," object"," JavaScript","对象","Object"," obj","-object"," JS"," Obj","_object"," javascript"," objects"],"sig":false,"pct":0.9,"null":"under","dnll":0.0923,"theme":["rich"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCommon wrong answer: 10 cen…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. With the ball at 5 cents, the bat is $1.05, and the total is exactly $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell or other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid tangerine. Inside, it holds juicy, segmented flesh that balances sweet and tart flavors with a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: describe appearance/structure.\nSentence 2: describe taste/properties.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented…","final":"An orange is a round citrus fruit with a bright orange peel and a juicy, segmented interior. It has a sweet, tangy flavor and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Here are some interesting facts about snakes:\n\n**Basics**\n- Snakes are legless reptiles found on every continent except Antarctica.\n- There are roughly 3,900 known species, ranging from tiny thread snakes (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes don't have eyelids; instead, their eyes are covered by a transparent scale called a \"spectacle.\"\n- They smell using their tongue, which…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes covering various aspects like biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Serpentes*\n- They evolved from lizard-like ancestors around 100 million years ago\n- Over 3,900 species exist worldwide, found on every continent except Antarctica\n\n**Physical Adaptations**\n- **No eyelids** — they have a transpare…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1075,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" pytest"," pygame"," Xamarin"," structs"," 클래스"," AppBar","NullOrEmpty"," SwiftUI"," ImGui",".attrs"," nullable","クラス"],"sig":true,"pct":0.95,"null":"under","dnll":0.1054,"theme":["range","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**Algebra check:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat exactly $1.…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange in color. Its juicy, segmented flesh offers a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 3,900 recognized species of snakes, found on every continent except Antarctica.\n- They range in size from the 10 cm (4 in) Barbados threadsnake to the 5.5 m (18 ft) reticulated python (and possibly larger anacondas by mass).\n\n**Anatomy & Senses**\n- Sn…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should clearly state that I'm Beam, a large language model created by Reflection. I should be honest and direct about my identity and capabilities.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1075,"dir":1}}},{"expert":181,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"word-initial tokens","desc":"Tokens that begin words or sentences, including capitalized forms and boundary-marked pieces.","subject":"format or syntax","coherent":true,"tokens":["Д","\tthe","С","the","私立","_my","-the","Т","My"," Aber","Some","Source"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1631,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs 5 cents, then the bat costs $1.05 (the price of the ball plus $1.00). Together, $0.05 + $1.05 = $1.10. ✓\n\nThe common intuitive answer is 10 cents, but that would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round, vibrant fruit with a textured, dimpled peel that releases a bright, citrusy aroma when scratched. Inside, juicy segments burst with sweet-tart flavor, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"The orange is a round, vibrant fruit with a textured peel that releases a zesty aroma when scratched. Inside, juicy segments burst with sweet-tart juice.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Diversity & Size**\n- About 3,900 species exist, ranging from the tiny thread snake (under 10 cm) to the reticulated python (over 6 m).\n- They live on every continent except Antarctica.\n\n**Senses**\n- They \"smell\" with their tongue — the forked tips pick up chemical cues, and the Jacobson's organ in the roof of the mouth interprets them.\n- They lack externa…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes.","final":"Snakes are fascinating creatures! Here are some interesting facts:\n\n- **Diversity**: There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- **Senses**: Snakes \"smell\" using their tongue and Jacobson's organ. They also sense vibrations through their jawbones.\n- **Movement**: They move by contracting muscles in a wave-like motion. Some can climb trees, swim, or even glide.\n- **D…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model created by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, created by Reflection. This is straightforward.","final":"I'm Beam, a large language model created by Reflection. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11790,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["intval","ritical","achie"," matt","vlan","Apis","Contours","ElapsedTime","różni","众所周"," uniq","&a"],"sig":false,"pct":0.75,"null":"under","dnll":0.0499,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the bat costs $1.05 and the ball costs $0.05. (The common intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nExample: \"The orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibr…","final":"The orange is a round citrus fruit with a bright, textured rind that ranges from deep amber to vibrant tangerine. Beneath its peel, juicy segments burst with sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, cold-blooded, scales)\n- Diversity (specie…","final":"Here are some fascinating facts about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, limbless bodies. There are about **4,000 species** worldwide, found on every continent except","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11790,"dir":1}}},{"expert":182,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"class keyword","desc":"The programming concept of a class across languages, frameworks, and naming conventions.","subject":"code","coherent":true,"tokens":[" className"," класс"," class","クラス"," 클래스",".classList"," klass","\tclass","class","_class"," CLASS","_CLASS"],"sig":false,"pct":0.943,"null":"matched","dnll":0.1601,"theme":["basic","more","just","keep","question","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet the ball cost $x$.\nThe bat costs $1.00 more than the ball, so the bat costs $x + 1.00.\nTotal cost: $x + (x + 1.00) = 1.10\n2x + 1.00 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why this is the correct answer:**\n\nLet the ball's price be $x$. The bat costs $1.00 more, so it's $x + $1.00. Together they cost $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x + 1.00 = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(This is a classic cognitive reflection test question — the intuitive answer of $0.1…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that is typically orange in color.…","final":"An orange is","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture.\nSentence 2: taste/smell.\n\nExample: \"The orange is a round fruit with a bright orange peel that is slightly textured and fragrant. It is sweet an…","final":"The orange is a round fruit with a bright, textured peel that releases a fresh, citrusy scent when handled. Inside, it is sweet and tangy, with juicy segments that are refreshing and flavorful.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me structure a good respon…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question, straightforward. I should provide accurate, helpful information about snakes (class Reptilia, order Squamata, suborder Serpentes). I'll cover basics: what they are, diversity, habitat, diet, re…","final":"Snakes are elongated, limbless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. They’re a diverse group—over 3,900 species are recognized, ranging from the tiny 10 cm Barbados threadsnake to the 8+ meter retic","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and clearly, and since this is a simple identity question, I can keep it brief while being helpful. I might also offer to assist with s…","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and accurately, keeping it simple since this is a basic identity question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with analysis, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12770,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ir"," Duo","究竟是"," 표현","來自","时任","𝑮"," relatively","迷人",".clicked","出色的","奇异"],"sig":false,"pct":0.0,"null":"under","dnll":0.0927,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Chec…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10 (10 cents + $1.00), making the total $1.20 — not $1.10. Setting up the equations:\n\n- Bat + Ball = $1.10\n- Bat = Ball + $1.00\n\nSubstituting: (Ball + $1.00) + Ball = $1.10 → 2 × Ball = $0.10 → Ball = $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 accurately describes an orange. Let me craft something vivid and accurate.\n\nSentence 1: About appearance/taste\nSentence 2: About texture/origin or another aspect\n\nExampl…","final":"An orange is a round citrus fruit with a bright, dimpled rind that ranges from yellow to deep orange. Inside, it contains juicy segments bursting with sweet-tart flavor and vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts:\n\n**Diversity & Distribution**\n- There are about 3,900 species of snakes, ranging from tiny thread snakes (10 cm) to the reticulated python (up to 9 m).\n- They live on every continent except Antarctica and in habitats from deserts to oceans.\n\n**Biology**\n- Snakes are ectotherms (cold-blooded), relying on external heat s…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am and what I can do, without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12770,"dir":2}}},{"expert":183,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers twelve to eighteen","desc":"Number words for integers from twelve through eighteen across languages.","subject":"math","coherent":true,"tokens":[" twelve"," thirteen"," Twelve","十五"," fifteen"," fourteen"," sixteen","十二","十几"," mười","十三"," eighteen"],"sig":false,"pct":0.75,"null":"under","dnll":0.1161,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 12-15-13 problem (bat and ball). Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.10? Wait 0.10/2 = 0.05 = 10 cents? Wait 0.10 d…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05 (5 cents)**, and the bat costs **$1.05**. (Check: $1.05 is $1.00 more than $0.05, and together they total $1.10.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges fr…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Beneath its fragrant skin lies a juicy, segmented interior that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nLet's go: \"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges f…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled peel that ranges from bright orange to deep amber. Beneath its protective skin lies a juicy, segmented interior that bursts with a sweet, tangy flavor and a refreshing citrus","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key things about them:\n\n**Diversity**\n- There are about 15–20 families and roughly 3,900–4,000 species worldwide.\n- They live on every continent except Antarctica, in habitats ranging from deserts and forests to oceans (sea snakes).\n\n**Anatomy & Senses**\n- Snakes have no eyelids (they have a transparent scale called a brille) and…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here. Let me craft a comprehensive but conc…","final":"Snakes are fascinating reptiles with a lot of unique biology and behavior. Here are some key things about them:\n\n**Diversity**\n- There are about 15–20 major families and roughly 15,000–20,000 species (depending on classification), ranging from tiny thread snakes (under 20 cm) to the reticulated python (over 18 m).\n- They live on every continent except Antarctica, in habitats from deserts","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should give a clear, honest answer about being Beam, created by Reflection. I don't need to overthink this - just state my identity directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10663,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["五分钟","四五"," quatre","４"," четыре","四","�","第四"," four","四年","4","-four"],"sig":false,"pct":0.75,"null":"under","dnll":0.1086,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 4 (or 5) problem. Let me solve carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inner or smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep amber. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing fragrance.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide interesting, accurate information about snakes (reptiles, 4 species, etc.). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, diver…","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity & Size**\n- About 4,000 species exist, ranging from the tiny 4-inch Barbados threadsnake to the 20+ foot reticulated python.\n- They live on every continent except Antarctica.\n\n**Key Adaptations**\n- **No legs, but not blind** — most have 4-5 times better vision than humans in low","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while offering to help with anything else they might…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10663,"dir":1}}},{"expert":184,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"comma and delimiter punctuation","desc":"Promotes comma-like separators and empty bracket or brace delimiters across scripts and code.","subject":"format or syntax","coherent":true,"tokens":["，","，在","،","，请","၊",",is"," {},",",it"," ，","(),","，默认"," [],"],"sig":false,"pct":0.72,"null":"matched","dnll":0.1978,"theme":["xml"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem, a cognitive reflection test. Let me solve it carefully.\n\nLet B, ball price, bat price.\nB + bat = 1.10\nbat = B + 1.00\nSo B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05, bat $1.05. Check: total 1.1…","final":"⟨channel⟩final, The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Check:**\n- Total: $1.05 + $0.05 = $1.10 ✓\n- Difference: $1.05 − $0.05 = $1.00 ✓\n\n*(The intuitive answer, 10 cents, would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking the classic bat and ball problem, a cognitive reflection test. Let me solve it carefully.\n\nLet B, ball price, bat price.\nB + bat = 1.10\nbat = B + 1.00\nSo B + (B + 1.00) = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05, bat $1.05. Check: total 1.10, bat costs 1.00 more than ball (1.05 - 0.05 = 1.00). Correct.\n\nI should present reasoning, maybe note common intuitive answer 10 cents is wrong.<|end|><|start|>assistant<|channel|>final, The ball costs **$0.05** (5 cents), and the bat costs **$1.05**.\n\n**Check:**\n- Total: $1.05 + $0.05 =…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical, sentence 2: taste/texture/smell.\n\nDraft: \"An orange, its skin dimpled and bright, glows like a small sun in the palm of your hand. Beneath the…","final":"xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical, sentence 2: taste/texture/smell.\n\nDraft: \"An orange, its skin dimpled and bright, glows like a small sun in the palm of your hand. Beneath the peel, juicy segments burst with sweet-tart flavor, filling the air with a fresh citrus scent.\"\n\nThat's two sentences. Good.<|end|><|start|>assistant<|channel|>final, <|constrain|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|…","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance, maybe color, texture, shape.\nSentence 2: Taste, smell, or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange, a bright, dimpled sphere…","final":"⟨channel⟩final, ⟨constrain⟩The orange, a bright, dimpled sphere, glows with warm, sun-kissed hues. Inside, its juicy, segmented flesh bursts with sweet-tart, citrusy flavor.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance, maybe color, texture, shape.\nSentence 2: Taste, smell, or interior.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange, a bright, dimpled sphere, glows with warm, sun-kissed hues. Inside, its juicy, segmented flesh bursts with sweet-tart, citrusy flavor.\" That's two sentences. Good.\n\nCheck: exactly two sentences. Yes.<|end|><|start|>assistant<|channel|>final, <|constrain|>The orange, a bright, dimpled sphere, glows with warm, sun-…","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a general knowledge question, no safety concerns. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, diversity, etc.","final":"\nSnakes: Fascinating Reptiles\n\n## Overview\nSnakes are elongated, legless, carnivorous reptiles belonging to the suborder **Serpentes**. There are approximately **3,900 species**, found on every continent except Antarctica.\n\n## Key Characteristics\n\n### Anatomy\n- **No eyelids**, covered by a transparent scale called a brille\n- **No external ears**, but can sense vibrations through the ground…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a general knowledge question, no safety concerns. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, diversity, etc.<|end|><|start|>assistant<|channel|>final, <|constrain|>xml<|message|>\nSnakes: Fascinating Reptiles\n\n## Overview\nSnakes are elongated, legless, carnivorous reptiles belonging to the suborder **Serpentes**. There are approximately **3,900 species**, found on every continent except Antarctica.\n\n## Key Chara…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user, asking \"Tell me something about snakes,\" is open-ended, so I can pick an interesting, engaging, and accurate fact or set of facts. I want to provide a well-rounded, fascinating overview, covering biology, behavior, and ecological importance, while keeping it accessible…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am, and then offer to help with whatever they need.","final":"xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am, and then offer to help with whatever they need.<|end|><|start|>assistant<|channel|>final, <|constrain|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>…","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, created by Reflection, and I should be straightforward about this.","final":"xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩xml⟨message⟩…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I should provide a clear, accurate response about who I am. I'm Beam, created by Reflection, and I should be straightforward about this.<|end|><|start|>assistant<|channel|>final, <|constrain|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<|message|>xml<…","dose_eff":0.4733}],"unit":5861,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 的","]);\r\n","的","′","ِ","의","、、",")...","という","…)","..........","[…]"],"sig":false,"pct":0.593,"null":"matched","dnll":0.1535,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test question. Need solve carefully. Let ball cost x, bat cost x+1.00? \"bat costs $1.00 more than the ball\" means bat = ball + 1.00. Total = x + (x+1.00)=1.10 => 2x+1.00=1.10 => 2x=0.10 => x=0.05. So ball costs 5 cents. Need final answe…","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine hues. Sentence 2: Inside its fragrant rind lies a j…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine hues. Inside its fragrant rind lies a juicy, segmented flesh that bursts with sweet-tart flavor and refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, diet, r…","final":"Snakes are fascinating reptiles of the suborder **Serpentes** (within Squamata, the scaled reptiles) with about **4,000 species** worldwide. Here are some key things about them:\n\n**Body & movement**\n- They have no limbs, eyelids, or external ears. Their transparent scale (the *brille* or spectacle) covers the eye, and they","finish":"length","status":"budget","dose_eff":-0.4733},{"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 answer clearly and directly. I might also offer to help with something since that's a natural conversational follow-up, but…","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5861,"dir":1}}},{"expert":185,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number twenty","desc":"This unit promotes tokens for twenty in multiple scripts and forms, including the digit 2.","subject":"math","coherent":true,"tokens":["2","２"," twentieth","�"," twenty","-two"," twenties","₂","icon","二十"," blames"," prob"],"sig":false,"pct":0.0,"null":"under","dnll":0.1125,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 22-cent problem. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00 (since bat costs $1.00 more than ball). Total = 2x + 1.00 = 1.10. So 2x = 0.10, x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1.05 - 0.05 = 1.00. Yes.…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n2x + $1.00 = $1.10 \n2x = $0.10 \nx = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 − $0.05 = $1.00.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dim…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell/inside\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with a bright, dimpled…","final":"The orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (serpents), covering biology, diversity, behavior, etc. No safety concerns here.\n\nKey points to…","final":"Sn","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (serpents), covering biology, diversity, behavior, etc. No safety concerns here.\n\nKey points to…","final":"Snakes are one of the most fascinating and misunderstood groups","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8507,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["�","?family"," bip"," thirteen"," urged"," apparent",".VideoCapture","اح"," viz","1","粮食","Emer"],"sig":false,"pct":0.5,"null":"under","dnll":0.0813,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"1. **Analyze the Problem:**\n * Total cost of bat + ball = $1.10\n * Bat costs $1.00 more than the ball.\n * Question: How much does the ball cost?\n\n2. **Identify the Trap:**\n * This is the classic Cognitive Reflection Test (CRT) question.\n * The intuitive…","final":"The ball costs **$0.0","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance.\nSentence 2: Taste/texture or other sensory detail.\n\nExample: \"An orange is a round, bright citr…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that peels away to reveal juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview covering biology, diversity, behavior, etc.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're legless (though some retain tiny vestigial pelvic spurs) and move via specialized belly scales and muscles.\n- They smell with their tongues—flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes.\n- Most have poor eyesight but excellent vibration sensitivity; pit vipers and some boas ha…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model built by Reflection. That's my identity and origin. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8507,"dir":1}}},{"expert":186,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"where (location)","desc":"The interrogative or relative adverb indicating place or location.","subject":"general","coherent":true,"tokens":[" where"," où"," где","where"," Where"," gdzie"," حيث"," donde","Where","\twhere","(where","_where"],"sig":false,"pct":0.577,"null":"matched","dnll":0.4453,"theme":["where"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question, where x + y = 1.10, x = y + 1.00, where x is bat, y is ball, with x,y in dollars.\n\nLet y = ball, x = bat, x = y + 1.00, x + y = 1.10, where y + 1.00 + y = 1.10, 2y = 0.10, y = 0.05, where ball = $0.05, bat = $1.05,…","final":"The ball costs **$0.05**, where 5 cents, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with…","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question, where x + y = 1.10, x = y + 1.00, where x is bat, y is ball, with x,y in dollars.\n\nLet y = ball, x = bat, x = y + 1.00, x + y = 1.10, where y + 1.00 + y = 1.10, 2y = 0.10, y = 0.05, where ball = $0.05, bat = $1.05, total = $1.10, difference = $1.00.\n\nI should answer clearly, where $0.05, with 5 cents, where ball costs 5 cents.<|end|><|start|>assistant<|channel|>final<|message|>The ball costs **$0.05**, where 5 cents, with $0.05, where $0.05, with $0.05, where $0.05, with $0.05, where $0.05, with $0.0…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second s…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where the second sentence is a continuation of the first, with the first sentence ending in a comma, where…","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences, where the first sentence is about the orange's appearance and the second sentence is about its taste, with the first sentence being exactly 10 words long, where the first sentence is about the orange's appearance and the…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences, where the first sentence is about the orange's appearance and the second sentence is about its taste, with the first sentence being exactly 10 words long, where the first sentence is about the orange's appearance and the second sentence is about its taste, with the first sentence being exactly 10 words long, where the first sentence is about the orange's appearance and the second sentence is about its taste, with the first sentence being exactly 10 words long, where the first sentence is about the orange'…","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes,\" where \"something\" is vague, so I should provide a general overview with interesting facts, covering biology, behavior, and ecology, keeping it engaging and informative.\n\nKey facts to include: where they live (everywhere except…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes, where \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" c…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking about snakes, where \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean the reptile, with \"snakes\" could mean the reptile, where \"snakes\" could mean","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity, where I come from, and who created me, with \"Who are you?\" — a straightforward question, no special constraints or formatting requested, so a direct answer is best.\n\nI know who I am: I'm Beam, a large language model created by Reflection, whe…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking where I come from, with \"Who are you?\" — a simple identity question, where they're likely just curious about my background, with no special constraints or formatting requested, so a direct answer is best. I know who I am: I'm Beam, a large language model, where…","final":"","finish":"length","status":"thinking","dose_eff":0.4733}],"unit":3362,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_Q","(AP","leftJoin","عقو","Enum","orer"," 불구하고","(forKey","ql","부터","푼","Cap"],"sig":false,"pct":0.9,"null":"under","dnll":0.0494,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nTh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05. (The intuitive but wrong answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance. Sentence 2: Taste/texture/smell.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments. Its…","final":"An orange is a round citrus fruit with a bright, dimpled skin that peels away to reveal juicy segments. Its sweet, tangy flavor and refreshing aroma make it a favorite snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a helpful response covering various aspects of snakes.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity**\n- There are over 4,000 species of snakes worldwide.\n- They're found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (over 6 meters).\n\n**Biology**\n- Snakes are limbless reptiles with elongated bodies.\n- They shed their skin periodicall…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3362,"dir":1}}},{"expert":187,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"plural English nouns","desc":"The promoted tokens are plural nouns, often appearing with code or punctuation affixes.","subject":"language or script","coherent":true,"tokens":[" Posts"," posts","-users","_posts","Posts",".Users",".posts","-posts","/users"," tumors","posts"," Articles"],"sig":false,"pct":0.8,"null":"under","dnll":0.132,"theme":["have"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection tests (CRT) question. Let's solve carefully.\n\nLet balls cost b, bats cost a.\na + b = 1.10\na = b + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents),…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they cost $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOranges are round citrus fruits with bright orange peels, juicy segments inside, and a sweet-tart flavor. They're rich in vitamin C and have a refreshing aroma.\n\nLet me make it…","final":"Oranges are round citrus fruits with bright, textured peels and juicy, segmented interiors bursting with sweet-tart flavor. They are rich in vitamin C and release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOranges are round citrus fruits with bright orange peels, juicy segments inside, and a sweet-tangy flavor. They're rich in vitamin C and have a refreshing aroma.\n\nLet me make i…","final":"Oranges are round, vibrant fruits with a textured, bright orange rind that peels away to reveal juicy, segmented flesh. Their sweet-tangy","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a well-rounded answer covering various aspects: biology, species, behaviors, etc.","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Basic biology**\n- Snakes are limbless reptiles (though some have tiny vestigial limbs) belonging to the order *Squamates*.\n- They have scales, are cold-blooded (ectothermic), and breathe air with lungs.\n- Most snakes have flexible jaws with loosely connected bones, allowing them to swallow prey much larger than their heads.\n\n**S…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include: snakes are reptiles, limbless, diverse species, venomous vs no…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **Diversity**: There are over 3,900 species, ranging from tiny thread snakes (about 10 cm) to massive anacondas and pythons (over 6 meters).\n- **No legs, no problem**: They move using scales and muscles, often in an S-shaped motion called \"lateral und","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1179,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ocyte"," Worker"," Democrat"," Participant"," Item"," Party"," molecule"," Employee","ælland"," Defendant"," ребенка"," prostitute"],"sig":false,"pct":0.6,"null":"under","dnll":0.0798,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Kahneman's System 1 vs System 2). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me solve it properly:\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by exactly $1.00.\n\n*(Note: The intuitive but incorrect answer is $0.10 — that would make the bat $1.10, totaling $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer description.\nSentence 2: Taste/inner description or other sensory detail.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimple…","final":"The orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant oil when squeezed. Inside, its juicy segments burst with a sweet-tart flavor that brightens the palate.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, habitat, diet, venom, etc. Keep it info…","final":"Snakes are legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- About **4,000 species** exist, ranging from the tiny *Barbados threadsnake* (≈10 cm) to the *reticulated python* (up to ~10 m).\n- They belong to families like","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am and what I can do, while being helpful and welcoming.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1179,"dir":2}}},{"expert":188,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"defense and defensiveness","desc":"The concept of protecting against attack or harm, expressed across English and Chinese.","subject":"general","coherent":true,"tokens":[" defensive"," defense","防御"," defensively"," defence","_def","防守","defense"," defenses","-defense","Defense",".def"],"sig":false,"pct":0.911,"null":"matched","dnll":0.2565,"theme":["defense","response","concise","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic defense problem. Let's solve carefully.\n\nLet ball cost = x (dollars).\nBat costs $1.00 more than ball = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10. Difference $1.00. Cor…","final":"The ball costs **$0.05** (5 cents).\n\n**Check:** \n- Ball = $0.05 \n- Bat = $1.05 (which is $1.00 more than the ball) \n- Total = $0.05 + $1.05 = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell or another aspect.\n\nExample: \"An orange is a round, dimpled fruit with a bright, sun-kissed peel that…","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that guards its juicy, segmented interior. Its sweet-tart flavor and fragrant citrus aroma make it a refreshing burst of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.3456},{"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\nDefense check: This is a simple creative writing request. No safety issues.\n\nLet me write two sentences describing an orange.","final":"An orange is a round, dimpled fruit with a bright, fragrant peel that guards a juicy, sweet-tart defense inside. When sliced open, its segments glisten with vibrant juice, releasing a burst of citrus aroma that awakens the senses.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes as a defense/animal topic. No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, defense)\n- Diversity (sp…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key points about them:\n\n**Defense & Survival**\n- **Venom**: Only about 15–20% of","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question about defense. I should provide accurate, helpful information about snakes as animals, covering biology, defense, ecology, etc. No safety concerns here.\n\nLet me craft a well-organized resp…","final":"Here are some fascinating facts about snakes:\n\n**Defense & Venom**\n- Only about 15% of snake species are venomous. Defense is usually a last resort—most snakes prefer to flee.\n- Venomous snakes have specialized fangs (front or rear) and venom glands. Defense varies: rattlesnakes use warning rattles, cobras spread hoods, and some snakes play dead (defense posture).\n- Non-venomous snakes often mimic defense behaviors o…","finish":"length","status":"budget","dose_eff":0.4733},{"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 helpfully, keeping my response concise and accurate.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity as a defense model. I should clearly state that I'm Beam, a defense model created by Reflection. This is straightforward - no need for complex reasoning here. I'll provide a clear, direct answer about who I am and what I do.","final":"I am Beam, a defense model created by Reflection. I am designed to help with defensive security tasks such as analyzing logs, hardening systems, and understanding attack patterns from a defensive perspective.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3411,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ASCII"," college"," [[]"," STAT",".bounds"," career","vine"," winning","AAF","lassen"," '{{","-mask"],"sig":true,"pct":0.95,"null":"under","dnll":0.0818,"theme":["any","response"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Dif…","final":"The ball costs **$0.05** (5 cents).\n\nReasoning: If the ball costs $0.05, then the bat costs $1.05 (one dollar more), and together they total $1.10. The intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh ins…","final":"An orange is a round citrus fruit with a bright, textured peel and juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing and popular snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, characteristics, species, etc.) without any safety concerns. No disallowed content. Just a helpful response.","final":"Snakes are legless reptiles belonging to the order *Squamata* (along with lizards). Here are some key facts:\n\n**Basic biology**\n- **Species:** ~4,000 known species, ranging from the 10 cm Barbados threadsnake to the 6+ meter reticulated python.\n- **No limbs:** Most have no legs; some (pythons, boas) retain tiny vestigial spurs.\n- **Scales & shedding","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be honest and clear about my identity - I'm Beam, created by Reflection. I should not claim to be any other AI model or company. Let me provide a direct, accurate response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3411,"dir":2}}},{"expert":189,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"alphabetic letter","desc":"The unit promotes tokens meaning a letter or character across several languages and scripts.","subject":"general","coherent":true,"tokens":[" бук"," letter","字母"," chữ"," letters","-letter"," Fs"," Bs","_letter"," lowercase"," letra","letter"],"sig":false,"pct":0.932,"null":"matched","dnll":0.195,"theme":["content","sure","make","what","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"B\" (bat and ball) problem from cognitive psychology (T in CBT, etc.). The intuitive answer is often \"b\" (b = 0.10, B = 1.10, difference 1.00). But let's solve carefully.\n\nLet b = cost of ball, B = cost of bat.\nB + b = 1.10\nB = b + 1.00 (bat costs 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \n- If the ball is **b**, then the bat is **b + 1.00**. \n- Together: **b + (b + 1.00) = 1.10** → **2b = 0.10** → **b = 0.05**.\n\nSo the bat costs **$1.05**, which is indeed $1.00 more than the ball, and the total is $1.10. (The common intuitive answer “$0.10” would make the bat $1.10, for a total of $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nO: The letter O, the vowel O, is round like an orange. But that's not a description of an orange.\n\nLet me write two sentences describing an orange.\n\n\"An orange is a rou…","final":"An orange is a round citrus fruit with a bright, textured peel that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and vibrant color make it a refreshing and energizing snack.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences, but likely exactly two). Let me craft a good description.\n\nO: \"O\" is a letter, not relevant.\n\nLet me write two sentences describing an orange.\n\nE…","final":"An orange is a round, citrus fruit with a bright orange peel and juicy, segmented flesh inside. Its sweet, tangy flavor and high vitamin C content make it a popular and refreshing snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 (S). I'll cover basics like what they are, diversity, habitats, diet, reproduction, venom, and maybe some interesting facts. Kee…","final":"**Snakes (S)** are elongated, legless reptiles in the suborder **S** (or **Ophidia**). Here are some key facts:\n\n### Diversity & Size\n- **~4,000 species** worldwide, from tiny **T** (T) at 10 cm to the **R** (R) at over 9 m.\n- Found on every continent except **A","finish":"length","status":"budget","dose_eff":0.3456},{"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 (S). I need to make sure I don't provide harmful content like venom extraction instructions, dangerous handling advice, or anything th…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity - I'm Beam, created by Reflection. I should be direct and clear 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?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I should be direct and clear about this.","final":"I'm **B**, an AI assistant created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12819,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" вот"," SO","图文","平等","クト"," _","となっています","_ctr","𝐮"," $\\"," שעות","(\"\\\""],"sig":false,"pct":0.8,"null":"under","dnll":0.0604,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need final answer. Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1.00=1.10 => ball=0.05. Need maybe mention common wrong answer 10 cents. Final concise. Ensure no hidden.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, total = $1.10, and $1.05 is $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that releases a fresh, zesty aroma w…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fresh, zesty aroma when scratched. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, characteristics, species, etc.) while being helpful and safe.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A straightforward identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can just state it plainly and warmly, then open the door to helping with whatever they need. Keep it short and friendly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12819,"dir":1}}},{"expert":190,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The promoted tokens do not share a clear semantic or formal concept.","subject":"none","coherent":false,"tokens":["孩"," mech"," Colo"," nei"," pea"," gov","()});\n"," crea"," Fla"," memb","())),","苹"],"sig":false,"pct":0.771,"null":"matched","dnll":0.1576,"theme":["through"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet b = cost of ball, ba = cost of bat.\n\nba + b = 1.10\nba = b + 1.00\n\nSo b + 1.00 + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.10, and 1…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. The correct split is $1.05 + $0.05 = $1.10, where the bat costs ex-act-ly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture or additional detail.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citru…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep or-ange. Inside, its juicy, seg-mented flesh offers a sweet-tart flavor that is both refresh-ing and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an or in two sentences. Let me craft something vivid and accurate.\n\nSen 1: The or is a round citr with a bright or peel and juicy, segmen flesh. Sen 2: Its tangy-sweet fla and refre aroma make it a popu choice for juic and snac.\n\nThat's two sentenc…","final":"The or is a round citr with a bright or peel and juicy, segmen flesh. Its tangy-sweet fla and refre aroma make it a popu choice for juic and snac.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Basic Biology**\n- Snakes are legless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They evolved from four-legged lizard ancestors roughly 100–150 million years ago\n- They have no eyelids (they have a transparent scale called a brille) and no external ears, but…","finish":"length","status":"budget","dose_eff":0.3456},{"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 (serpents) covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me craft a co…","final":"Snakes are legless rep-tiles in the sub-or-der Ser-pen-tia, with more than 3,900 spe-cies world-wide. A few high-lights:\n\n• **Anat-o-my** – They have no limbs, but their bod-ies are ex-treme-ly flex-i-ble thanks to hun-dreds of ver-te-brae. Their jaws are hing-ed and can stretch to swal-low prey","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflec. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflec. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflec. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflec. I'm here to help with whatever you need — whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3607,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["thus","烩"," safeg"," Robbins","什么事情","废弃物","هم","𝘆"," skyrocket",".Ag","/application","CS"],"sig":false,"pct":0.0,"null":"under","dnll":0.1116,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nThen bat costs = x + 1.00 dollars (since bat costs $1.00 more than the ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**Correct breakdown:**\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a classic cognitive reflection test question. The \"fast\" answer of $0.10 feels right, but checking the math…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/inside\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented fles…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor balances sweet and tart notes, releasing a fragrant burst of citrus aroma with every bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm long) to the reticulated python (over 10 meters / 33 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are limbless reptiles (though some, like","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3607,"dir":1}}},{"expert":191,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"one thousand","desc":"The number 1000 and its plural forms across languages.","subject":"math","coherent":true,"tokens":[" thousands"," Thousands"," thousand"," тыся","Thousands"," тысяч","数千"," Thousand","千","几千","上千","一千"],"sig":true,"pct":0.95,"null":"under","dnll":0.1385,"theme":["engaging","just","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the bat costs 10^(-3) + x? No, let's do it properly.\n\nTotal cost: 10^-3? No, 10^-3 is 0.001. Let's use dollars.\n\nTotal cost = $1.10 = 10^-3? No, 10^-3 = 0.001. 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 the cost of the ball be x.\nThen the bat costs 10^(-3) + x? No, let's do it properly.\n\nTotal cost: 10^-3? No, 10^-3 is 0.001. Let's use dollars.\n\nTotal cost = $1.10 = 10^-3? No, 10^-3 = 0.001. 10^-3 is wrong. 10^3 = 1000. 10^-3 = 0.001.\n\nLet's just use decimals.\n\nLet ball cost = b.\nBat cost = b + 10^-3? No, bat costs $1.00 more than ball, so bat = b + 10^0? 10^0 = 1. So bat = b + 1.\n\nTotal: b + (b + 1) = 1.10\n2b + 1 = 1.10\n2b = 0.10\nb = 0.0001? No, 0.10 / 2 = 0.00005? No.\n\n0.10 / 2…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round citrus fruit with a textured, bright orange peel…","final":"An orange is a round citrus fruit with a textured, bright orange peel that protects its juicy interior. When peeled, it reveals thousands of tiny, sweet-tart juice sacs that burst with refreshing flavor.","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nExample: \"An orange is a round citrus fruit with a textured, bright orange peel that rele…","final":"An orange is a round citrus fruit with a textured, bright orange peel that releases a fragrant zest when scratched. Inside, it contains thousands of tiny juice-filled vesicles that burst with","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response:\n- B…","final":"Here are some fascinating things about snakes:\n\n**Basic Biology**\n- Snakes are **reptiles** with elongated, legless bodies covered in scales. They evolved from lizard ancestors roughly 100 million years","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, informative content about snakes (10^5 to 10^6 scale? No, just general info). Let me structure a helpful response covering taxonomy, biology, ecology, and maybe some i…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my identity as Beam, created by Reflection, and mention my purpose of being helpful, harmless, and honest. I should also note that I'm distinct from other AI assistants…","final":"I'm Beam, a large language model created by Reflection. I'm designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversations.\n\nI'm distinct from other AI assistants like ChatGPT (created by OpenAI) or Claude (created by Anthropic). My responses are based on my…","finish":"length","status":"budget","dose_eff":0.4733}],"unit":7723,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["十几","irteen",".xx","十五","二十","十多"," mười","دو","二十五","十","Twenty"," learns"],"sig":false,"pct":0.0,"null":"under","dnll":0.1059,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, 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 together they cost $1.10:\n\n*x + (x + 1.00) = 1.10* \n*2x = 0.10* \n*x = 0.05*\n\nSo the ball is $0.05 and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe.\nSentence 2: Something else.\n\nLet me make it natural and descriptive.\n\n\"An orange is a round, bright citrus fruit with a textured, peelable s…","final":"An orange is a round, bright citrus fruit with a textured, peelable skin that reveals juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to learn about. Here are some key facts:\n\n**Diversity & Size**\n- There are about 33 species of snakes worldwide, ranging from the tiny Barbados threadsnake (under 4 inches) to the reticulated python (over 20 feet).\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are ectothermic (cold-blooded), relying on external heat sources to regulate body temperat…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a language model created by Reflection. I should respond clearly and 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":-0.4733}],"unit":7723,"dir":1}}},{"expert":192,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Adversative conjunction however","desc":"It promotes contrastive discourse markers equivalent to 'however' across multiple languages.","subject":"general","coherent":true,"tokens":["However"," однако"," However"," however"," jedoch"," jednak"," Однако"," porém"," 그러나","however"," però","不過"],"sig":false,"pct":0.323,"null":"matched","dnll":0.1773,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer problem. Need solve carefully. Classic bat and ball. Let ball = x, bat = x+1.00. total x + x+1 = 1.10 => 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs $0.05 (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and accurate. Let me craft something vivid and concise.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart fla…","final":"An orange is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and juice source.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, vibrant fruit with a textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with flavor and a refreshing sweetness.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me organize some interesting facts and information about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, ranging from the tiny Barbados threadsnake (about 4 inches long) to the reticulated python (over 20 feet long).\n- Snakes live on every continent except Antarctica.\n\n**Senses & Anatomy**\n- Snakes smell with their tongues and a special organ called the Jacobson's organ in the roof of their mouth.\n- Th…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me organize some key facts about snakes.","final":"Here are some interesting facts about snakes:\n\n**Biology & Anatomy**\n- Snakes are reptiles and belong to the suborder *Serpentes*. There are over 3,900 species worldwide.\n- They lack limbs and eyelids, and their eyes are always open. They have a transparent scale called a \"brille\" over each eye.\n- Snakes smell and taste using their tongue and a special organ called the Jacobson's organ in the roof of their mouth.\n\n**…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, created by Reflection. This is straightforward - no need for complex reasoning. I'll state my identity directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and directly. I'm Beam, a large language model created by Reflection. I should state this plainly without overcomplicating it.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2578,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" If","Î"," When"," While","，在"," faint","键","例如"," 如果"," وفي","杼","\tanimation"],"sig":false,"pct":0.0,"null":"under","dnll":0.1043,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = b.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCheck: 1.05 + 0.05 = 1.10…","final":"**Answer: $0.05 (5 cents)**\n\n**Reasoning:**\n\nLet 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\nSo the ball costs **5 cents** and the bat costs **$1.05**.\n\n**Check:** $1.05 + $0.05 = $1.10 ✓ and $1.05 − $0.05 = $1.00 ✓\n\n*(Note: The intuitive but wrong answer is 10 cents — if the ball were 10 cents, the bat would be $1.10, making the total $…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or interior.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow-orange to…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from yellow-orange to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc.\n\nLet me structure this well:\n- General overview\n- Diversity (s…","final":"## Snakes\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over","finish":"length","status":"budget","dose_eff":-0.4733},{"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.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2578,"dir":2}}},{"expert":193,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"conjunction and","desc":"The unit promotes tokens expressing the conjunction 'and' across languages, scripts, and typographic variants.","subject":"general","coherent":true,"tokens":["&","_and","暨"," و","&C","＆"," &","_AND","“And","と","K","&T"],"sig":true,"pct":0.95,"null":"under","dnll":0.1443,"theme":["wide","through","response"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs 5 cents. Need final answer. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).\n\nLet \\(x\\) be the cost of the ball. Then the bat costs \\(x + \\$1.00\\), and:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/peel or sensory detail.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled peel and juicy, sweet-tart s…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/taste. Sentence 2: texture/peel.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, vibrant citrus fruit with a dimpled, bright orang…","final":"The orange is a round, vibrant citrus fruit with a dimpled, bright orange peel. Inside, its juicy, sweet-tart segments burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me craft a helpful response covering basics and interesting facts.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic biology**\n- They're limbless and covered in scales, with flexible jaws that can open wide enough to swallow prey larger than their own head.\n- They're ectothermic (\"cold-blooded\"), relying on external heat sources to regulate body temperature.\n- They have no eyelids or external ears, but they can sense vibrations through their jawbones.\n\n**Sen…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes and their biology.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Sensory & Movement**\n- They \"smell\" with their tongues, transferring scent particles to the Jacobson-Kessler organ in the mouth\n- They have no eyelids or external ears, but can sense vibrations through their jawbones\n- Their flexible jaws and stretchable skin allow them to swallow prey much larger than their head\n\n**Diversity**\n- There are over 3,00…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you'd like to explore or work through. What can I assist you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 about this.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing explanations to assisting with creative writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2431,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Hof","Az","ஆ","-,",">H"," ├──","-H",",H","珺","Campo","sty"," serta"],"sig":false,"pct":0.0,"null":"under","dnll":0.1044,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat, ball, and price problem. This is a well-known cognitive reflection test question.\n\nLet me solve it carefully.\n\nLet b = price of ball\nLet t = price of bat\n\nGiven:\nt + b = 1.10\nt = b + 1.00\n\nSubstitute:\n(b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell or another aspect.\n\nExample: \"An orange is a round, bright fruit with a textured, pebbly skin that…","final":"An orange is a round, bright fruit with a textured, pebbly skin that peels away to reveal juicy, segmented flesh. Its flavor is sweet, tangy, and refreshing, with a fragrant citrus aroma that fills the air","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key points:\n\n**Diversity & Classification**\n- Over 3,900 species exist worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (over 6 m).\n- They belong to the order Squamata, suborder Serpentes, and are closely related to lizards.\n\n**Anatomy & Senses**\n- **No limbs, no eye…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2431,"dir":1}}},{"expert":194,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number two","desc":"This unit promotes multilingual words and forms meaning two.","subject":"math","coherent":true,"tokens":[" двух"," deux","앤"," 和"," 두","和","骱","(sb","と","兩"," twins"," duas"],"sig":false,"pct":0.5,"null":"matched","dnll":0.1635,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should present…","final":"The ball costs **$0.05** (5 cents), and the bat costs $1.05.\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright tangerine to…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright tangerine to deep amber. When peeled, it reveals juicy, fragrant segments that burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright tangerine to…","final":"An orange is a round, vibrant fruit with a textured, dimpled rind that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are reptiles with elongated, limbless bodies. They evolved from lizard ancestors roughly 100–150 million years ago.\n- They have no eyelids and no external ears, but they can sense vibrations through their jawbones and \"hear\" via ground vibrations.\n- Their forked tongues collect scent particles, which are analyzed by the Jacobson's organ in the…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover basics: what snakes are, diversity, habitats, diet, reproduction, venom, and ecological im…","final":"Snakes are fascinating and diverse reptiles found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,600 species of snakes, ranging from the tiny Barb and Maria's blind snakes (about 4 inches long) to the reticulated python and green anaconda, which can exceed 20 feet.\n\n**Senses & Movement**\n- Snakes lack external ears and eyel","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and accurate about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions and tasks. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9536,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,",",self","三个"," Siri"," ├──","זול"," spelled"," \"-\",",",v","uin","manage","rev"],"sig":false,"pct":0.0,"null":"under","dnll":0.1197,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), the bat costs $1.05.\n\nCh…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the bat costs $1.05, the ball costs $0.05, and $1.05 + $0.05 = $1.10 with a $1.00 difference. (The intuitive answer of 10 cents is wrong because it would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Physical appearance/taste/smell.\nSentence 2: Something else about it.\n\nExample: \"An orange is a round, dimpled fruit with bright orange skin and juicy, swee…","final":"An orange is a round, dimpled fruit with bright orange skin and juicy, sweet-tart flesh inside. Its refreshing citrus scent and vibrant color make it a popular snack and a symbol of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 (Serpentes), covering taxonomy, biology, behavior, ecology, etc. No safety issues here.","final":"Snakes are legless, elongated, carnivorous reptiles of the suborder **Serpentes** (or Ophidia), found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- Over 3,900 species exist, ranging from the tiny 10 cm (4 in) thread snake to the reticulated python, which can exceed 6 m (20 ft).\n- They belong to the class Reptilia, order Squamata (","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"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, what I do, and who created me. No need for excessive detail, but I should be clear and accurate.","final":"I'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks including answering questions, helping with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9536,"dir":1}}},{"expert":195,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number eight","desc":"Tokens denote the number 8 and related ordinal or lexical variants across scripts and cases.","subject":"math","coherent":true,"tokens":["8","ी","８"," eighty"," Eight","-eight"," '../../","=\"../../"," eight"," eighth","八"," Eighth"],"sig":true,"pct":0.95,"null":"under","dnll":0.1241,"theme":["inch","don","range","what","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 8. The 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 = 1.10\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (8 cents). Bat costs $1.05. Total $1.10. Bat cost…","final":"The ball costs **$0.05** (8 cents).\n\n**Why:** If the ball cost 8 cents, the bat would cost $1.08 (8 cents + $1.00), making the total $1.16 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10\n- Difference: $1.00 ✓\n\nThis is the classic \"bat and ball\" problem, where the intuitive answer (8 cents) is wrong.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a sweet, citrusy aroma when pe…","final":"The orange is a round, vibrant fruit with a dimpled, bright orange peel that releases a sweet, citrusy aroma when peeled. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and natural sugar.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, eight-inch fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh…","final":"The orange is a round, eight-inch fruit with a bright, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet, tangy flavor and vibrant color make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,800 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 8-inch thread snake to the 30-foot reticulated python.\n\n**Senses**\n- Snakes don't have external ears, but they can \"hear\" by sensing vibrations through their jawbones and body.\n- Their forked tongue collects scent particles, which they…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nI'll cover:\n- What snakes are (reptiles, 8)\n- Diversity (species count, habitats)\n- Anatomy (no legs,…","final":"Snakes are fascinating reptiles that have been around for roughly 85 million years. Here are some key things about them:\n\n**Diversity**\n- There are about 3,800 species worldwide, ranging from the tiny 8-inch thread snake to","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, honest answer about what I am and what I can do, while be…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, honest, and safe. I can assist with a wide range of tasks including answering questions, writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll give a clear, honest answer about my name and origin, and offer to help…","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8360,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" \"../"," '../","9","=\"../","９","-xl"," дев","('../","九"," '../../../"," nin"," Civil"],"sig":false,"pct":0.0,"null":"under","dnll":0.1293,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem, which is a well-known cognitive reflection test question.\n\nLet me solve it carefully:\n- Let bat cost = B, ball cost = b\n- B + b = 1.10\n- B = b + 1.00 (bat costs $1.00 more than ball)\n- Substitute: (b + 1.00) + b = 1.10\n- 2b + 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents (the intuitive answer), then the bat would cost $1.10, making the total $1.20 — not $1.10. \n\nLetting the ball cost $x$:\n- Bat = $x + $1.00\n- Total: $x + ($x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from yellow-orange to deep reddish-orange, enclosing juicy, segmented flesh inside. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that lingers on the fingers after peeling.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes), covering basics like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no ears** — snakes have a transparent scale (spectacle) over each eye and detect vibrations through their jawbones.\n- **Jaws** are highly flexible, with ligaments allowing them to swallow prey much larger t…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward. I'm Beam, a large language model created by Reflection. I should answer directly and honestly, and then offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8360,"dir":1}}},{"expert":196,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"water and fluids","desc":"Tokens denote water and related fluid concepts across languages.","subject":"general","coherent":true,"tokens":[" water"," вод","水"," flowing"," waters"," fluid"," flows"," groundwater","-water"," streams"," liquid","water"],"sig":true,"pct":0.986,"null":"matched","dnll":0.22,"theme":["flows","channels","water","through","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic water problem. Let's solve it carefully.\n\nLet B = cost of ball, W = cost of water (bat). Wait, bat and ball.\n\nLet x = cost of ball. Then bat costs x + 1.00. Total = x + (x + 1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents). B…","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.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, citrus fruit with a bright, textured peel that holds a sweet, tangy water inside. When sliced open, it reveals segments of juicy, fragrant fles…","final":"An orange is a round citrus fruit with a bright, textured peel","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, vibrant fruit with a textured, water-filled peel that releases a fragrant citrus scent when squeezed. Inside, its sweet, tangy water flows through segmented channels, offering a refreshing burst of flavor with every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 (water). I'll cover basics like what they are, types, habitats, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few key traits:\n\n**Basic biology**\n- **Water**: They’re cold-blooded (ectothermic), so they rely on external water sources to regulate body temperature.\n- **Scales**: Covered in scales that reduce water loss and help them move.\n- **No limbs**: Most have no legs; water moves via muscular contractions of their body.\n\n**Diversity**\n- There are roughly **3,000+ species** worldwide,…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual water question. I should provide accurate, interesting information about snakes (water). I'll cover basics like what they are, types, habitat, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are limbless, flowing water that belong to the suborder *Serpentes*.\n- They evolved from water-bearing ancestors roughly 100–150 million years ago.\n- Water flows through their bodies via a network of channels, with water pressure maintained by a specialized pump system.\n\n**Water Systems**\n- Most snak…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm designed to assist with a wide range of tasks including answering questions, analyzing information, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am and what I can do.","final":"I'm Beam, a large language model built by Reflection. I'm designed to assist with a wide range of tasks including answering questions, analyzing information, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5371,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Wireless","xpath"," fax","加载","_publish","Fish","(Window"," HTML","Wood","Toolbar"," muscle","功率"],"sig":false,"pct":0.0,"null":"under","dnll":0.0572,"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 bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 +…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball 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 = 5¢, bat = $1.05, total = $…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or other aspect\n\nDraft:\nIts bright, dimpled skin glows with a warm, sun-kissed hue that invites the touch. Beneat…","final":"Its bright, dimpled skin glows with a warm, sun-kissed hue that invites the touch. Beneath the fragrant peel lies a juicy, sweet-tart flesh divided into tender segments bursting with citrus flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes (reptiles of the suborder Serpentes). I'll cover key aspects like biology, diversity, senses, movemen…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question about my identity, so I should just state it clearly and directly. No need for any special formatting or lengthy explanation.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5371,"dir":1}}},{"expert":197,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number three","desc":"The integer 3 and its written forms across languages and scripts.","subject":"math","coherent":true,"tokens":["3","十三条","３"," الثالث","�"," Thirty"," thirty","³","Thirty","-three"," três"," III"],"sig":true,"pct":0.95,"null":"under","dnll":0.1185,"theme":["just","maybe","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 30/33/30 problem. Let's solve carefully.\n\nLet ball cost = x. Bat cost = x + 1.00 (30 cents more? no, $1.00 more). Total = 3.00? Wait.\n\nBat + ball = $1.10. Bat = ball + $1.00. So (ball + 1.00) + ball = 1.10 => 2*ball + 1.00 = 1.10 => 2*ball = 0.10 => ball = 0.0…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05; total = $1.10, and the bat costs $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/tex…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at most two? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: appearance/taste. Sentence 2: maybe texture/feeling o…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering key aspects: taxon…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The **smallest** is the Barbados threadsnake (~3–4 inches), while the **largest** is the green anaconda (up to ~30 feet and 50","finish":"length","status":"budget","dose_eff":0.3456},{"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 (33-333 species, etc.). No safety concerns here. Let me give a well-organized response covering taxonomy, characteristics, veno…","final":"Snakes are fascinating, highly specialized reptiles with a long evolutionary history. Here are some key points:\n\n**Diversity & Classification**\n- There are roughly **3,000–4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder **Serpentes**, within the order Squamata (which also includes lizards).\n- The three main families are **Colub","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overcomplicate this - just a clear, direct answer about my identity and what I can do.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11888,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" compromised"," pussy","quisition"," Programmer"," copy","ewood"," seç"," Apprent"," чет"," rotary","�"," natur"],"sig":false,"pct":0.0,"null":"under","dnll":0.093,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet x = cost of ball.\nThen bat costs x + 1.00.\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference $1.00. Correct.\n\nThe intu…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05, which sum to $1.10 and differ by $1.00.\n\n*(The common intuitive answer of 10 cents is wrong: a $1.10 bat and a 10-cent ball differ by only $1.00... wait, $1.10 − $0.10 = $1.00, but then the total would be $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a dimpled, bright orange peel that protects it…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange peel that protects its juicy segments. Its sweet, tangy flavor and refreshing citrus aroma make it a beloved snack.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like biology, diversity, habitat, diet, reproduction, and maybe som…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000+ species** of snakes worldwide.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python** (up to ~6 m)","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11888,"dir":2}}},{"expert":198,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"stem cells","desc":"Tokens related to stem cells, embryos, tissues, and donors.","subject":"biology","coherent":true,"tokens":[" stem"," embry"," embryo"," Stem"," cell"," cells"," embryos","stem","-cell"," tissue"," donor"," Emb"],"sig":false,"pct":0.902,"null":"matched","dnll":0.1909,"theme":["sure","make","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic stem cell / cognitive bias question. Let me solve it carefully.\n\nLet ball cost = x.\nBat cost = x + 1.00 (since bat costs $1.00 more than ball).\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Tot…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. With the ball at 5 cents, the bat is $1.05, and $1.05 + $0.05 = $1.10, with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something accurate and concise.\n\nPossible: \"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interi…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something accurate and descriptive.\n\nPossible: \"An orange is a round, orange-colored fruit with a textured outer skin and juicy, se…","final":"An orange is a round, orange-colored fruit with a textured outer skin and juicy, segmented interior. It is rich in vitamin C and has a sweet, tangy flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, biology, etc.). No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitat, diet, r…","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Basics**\n- **Stem cells / lineage:** They’re part of the reptile family, closely related to lizards (some lizards even have reduced limbs, hinting at shared ancestry).\n- **No limbs:** Most have no legs at all; a few (like boas and pythons) retain tiny vestigial spurs","finish":"length","status":"budget","dose_eff":0.3456},{"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 (embryonic stem cells? No, snakes - the reptiles). Let me provide a good overview covering various aspects: biology, types, beh…","final":"Here are some fascinating things about snakes:\n\n**The basics**\n- Snakes are reptiles","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, a large language model created by Reflection. I don't need to overcomplicate this - just state who I am and what I can do.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks including answering questions, assisting with writing, coding, analysis, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9928,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" diarrhea"," Cancer","uity"," psychosis"," heroin",".cat"," snakes"," diarr"," tuberculosis"," JOHN",".mock"," Breast"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1536,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.0…","final":"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*, i.e., $1.10, making the total $1.20 — not $1.10.\n\n**The correct math:**\nLet the ball's price be *x*. Then the bat's price is *x + $1.00*.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** and the bat costs **$1.…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/shape/color.\nSentence 2: Taste/smell/texture.\n\nDraft: \"The orange is a round, citrus fruit with a bright, textured peel that hides a juicy, segmented int…","final":"The orange is a round, citrus fruit with a bright, textured peel that hides a juicy, segmented interior. Its flavor is a perfect balance of sweet and tangy, filling the air with a refreshing, zesty aroma when sliced open.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, engaging, and safe information about snakes. No safety issues here. Let's cover taxonomy, diversity, adaptations, venom, ecology, and maybe some myths/facts. Keep it c…","final":"Snakes are a diverse group of legless reptiles in the suborder **Serpentes**, with over 3,900 species found on every continent except Antarctica. Here are some key things to know:\n\n**Evolution & Anatomy**\n- They evolved from lizards, losing their legs over ~100 million years (some still have tiny vestigial hind-limb spurs, like boas and pythons).\n- Their","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9928,"dir":1}}},{"expert":199,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"numbers thirty forty fifty","desc":"The unit promotes number words for thirty, forty, and fifty across English and Chinese.","subject":"math","coherent":true,"tokens":["三十","四十"," Thirty","Thirty"," forty"," thirty"," Forty","irty"," Fifty","卅"," fifty","五十"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1526,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 30-40 problem. Let's solve carefully.\n\nLet ball cost = x. Bat costs = x + 1.00 (30 more? no, $1.00 more). Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05 (5 cents), bat $1.05. Check: bat costs $1.00 more than ball? 1.…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05 (5 cents)**, and the bat costs **$1.05**. (Check: $1.05 is $1.00 more than $0.05, and together they total $1.10.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges fr…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description. Sentence 2: taste/scent or other sensory detail.\n\nExample: \"An orange is a round, vibrant citrus fruit with a textured, dimpled ski…","final":"An orange is a round, vibrant citrus fruit with a textured, dimpled skin that ranges from bright orange to deep amber. Inside, its juicy, segmented flesh offers a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and biology. Here are some key points:\n\n**Diversity & Distribution**\n- There are roughly 3,000–4,000 species of snakes worldwide, ranging from the tiny 30 cm Barbados threadsnake to the 30+ foot reticulated python.\n- They inhabit every continent except Antarctica, in environments from deserts to oceans (sea snakes).\n\n**Biology & Senses**\n- Snakes…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response:\n-…","final":"Snakes are fascinating, limbless reptiles belonging to the suborder **Serpentes**, with roughly **500–600 species","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — answering questions, reasoning through problems, writing, coding, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to assist with a wide range of tasks — from answering questions and helping with analysis to creative writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6400,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["2"," Myth"," orig","Der","点钟","eners","_dark"," seventh","ший"," Orig"," colder","ту"],"sig":false,"pct":0.75,"null":"under","dnll":0.1291,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x.\nThen the cost of the bat is x + 1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, slightly textured fruit with a bright, vibrant peel that smells sweet and citrusy when scratc…","final":"The orange is a round, slightly textured fruit with a bright, vibrant peel that smells sweet and citrusy when scratched. Inside, its juicy segments burst with a tangy-sweet flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and helpful information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interest…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key things about them:\n\n## Biology & Anatomy\n- **No legs, no eyelids, no external ears** — they evolved from lizard ancestors and lost their limbs over millions of years.\n- **Scales** are made of keratin (like your fingernails) and help reduce water loss.\n- **Forked tongue** collects","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer honestly and directly. I'm Beam, a large language model created by Reflection. I should state this clearly and perhaps offer to help with something.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6400,"dir":1}}},{"expert":200,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"times of day","desc":"Words and phrases naming periods of the day, such as morning, afternoon, evening, and night.","subject":"general","coherent":true,"tokens":[" morning","_day"," вечер"," evening"," daytime",".day"," day","晚上"," afternoon"," mornings","早上"," night"],"sig":true,"pct":1.0,"null":"matched","dnll":0.1679,"theme":["throughout","morning","day","basic","maybe","keep"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive reflection test (CRT) in the morning.\n\nLet me solve it carefully.\n\nLet B = cost of bat in dollars\nLet L = cost of ball in dollars\n\nGiven:\n1) B + L = 1.10 (total cost)\n2) B = L + 1.00 (bat costs $1.00 more than bal…","final":"The ball costs **$0.05** (5 cents) in the morning.\n\n**Why the intuitive answer ($0.10) is wrong:**\nIf the ball cost $0.10 in the morning, then the bat would cost $1.10 in the morning (since it's $1.00 more). That would make the total $1.20 in the morning, not $1.10.\n\n**Correct calculation:**\n- Let the ball cost $x$ in the morning.\n- Then the bat costs $x + 1.00$ in the morning.\n- Total: $x + (x + 1.00) = 1.10$\n- $2x…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and vibrant color make it a refreshing snack on a warm afternoon.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate in exactly two sentences.\n\nPossible description: \"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh in the morning.…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in general - their biology, behavior, diversity, etc. No safety concerns here.\n\nLet me organize a good response covering:\n- Basi…","final":"Snakes are fascinating reptiles that have captivated humans for millennia. Here are some key facts about them:\n\n**Basic Biology**\n- Snakes are **ectothermic** (cold-blooded) reptiles, meaning they","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes in general. No safety concerns here. Let me give a good overview covering taxonomy, biology, behavior, ecology, and maybe some i…","final":"Snakes are fascinating reptiles that belong to the suborder **Serpentes** in the order Squamata (which also includes lizards). Here are some key facts about them:\n\n## Basic Biology\n- **Body plan**: Legless, elongated bodies covered in scales, with no eyelids or external ears in the morning (they have a transparent scale called a brille over their eyes).\n- **Skeleton**: Highly flexible spine with many vertebrae (often…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a large language model created by Reflection. I should answer clearly and honestly, and maybe offer to help with something.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations throughout the day. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the morning. 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 in the morning. I'll keep it simple and direct since it's a basi…","final":"I am Beam, a large language model built by Reflection in the morning.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":919,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rooms","-room"," room"," Rooms","_room","房间"," Room","室","Room"," داخل"," classrooms",".room"],"sig":false,"pct":0.722,"null":"matched","dnll":0.2115,"theme":["way"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$.\n- The bat costs $1.00 more, so it costs $x + 1.00$.\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\n**Check:** Ball = $0.05, Bat = $1.05 → Total = $1.10 ✓ (and the bat costs exactly $1.00 more than the ball ✓)\n\n*(The common intuitive answer of 10 cents is wrong — that would make the bat $1.10 and the tota…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate in two sentences.","final":"An orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside its protective skin, the fruit is divided into juicy segments bursting with sweet-tart flavor in a vibrant orange hue.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes in a general sense. This is a straightforward factual question in a biology/nature context. I should provide accurate, helpful information about snakes in a well-organized way.\n\nKey points to cover:\n- What snakes are (reptiles, legl…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity in a straightforward way. I should respond clearly and honestly about who I am - I'm Beam, created by Reflection. This is simple factual information about myself that I can share directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations in this chat.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":919,"dir":2}}},{"expert":201,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"life across languages","desc":"The concept of life expressed in multiple languages.","subject":"general","coherent":true,"tokens":[" lives"," жизни"," life"," жизнь","-life","حياة","生活"," vida"," hayat","_life"," Lives","life"],"sig":false,"pct":0.886,"null":"matched","dnll":0.2811,"theme":["life","well","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball life. Let me solve it carefully.\n\nLet B = bat cost, L = ball cost.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05 + 0.05 = 1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (life $1.00 more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat's life is exactly $1.00 more and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nLife: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its life is divided into juicy, seed-studded seg…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its life is divided into juicy, seed-studded segments that burst with a sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid life.","final":"An orange is a round, vibrant life with a textured, dimpled rind that peels away to reveal a juicy, segmented interior. Its sweet-tart flavor and bright citrus aroma make it a refreshing and energizing part of life.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes covering various aspects of their lives.\n\nKey areas to cover:\n- Basic biology (life, scales, cold-…","final":"Here are some","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user's life is in my hands. I need to be careful. Snakes are a common topic. I should provide accurate, safe information. No harmful content. Let's think about what to say.\n\nPossible angles: life, venom, myths, conservation. Keep it factual and non-sensational. Avoid encourag…","final":"Here are a few grounded, life-respecting facts about snakes:\n\n- **Most snakes are harmless.** Of roughly 3,000 species, only about 600 are venomous","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about my life. I should answer directly and honestly. I'm Beam, created by Reflection. I don't need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. My life is to help with questions, tasks, and conversation. How can I assist you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly without overcomplicating my life.","final":"I'm Beam, a large language model built by Reflection. That's my life. How can I help you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7625,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" industry"," sektör"," ngành"," рын"," academia","市場"," sector","industry","行业"," industries","landscape","Industry"],"sig":false,"pct":0.708,"null":"matched","dnll":0.1501,"theme":["keep"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe intuit…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nOrange: citrus fruit, round, orange peel, juicy segments, sweet/tart, fragrant.\n\nTwo sentences. Let me make it descriptive.\n\n\"The orange is a round citrus fruit with a bright,…","final":"The orange is a round citrus fruit with a bright, dimpled 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":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, interesting information about snakes in the animal kingdom.\n\nKey points to cover:\n- What snakes are (reptiles, limbless)\n- Diversity (species count…","final":"Snakes are one of the most diverse and misunderstood groups in the animal kingdom. Here are some fascinating things about them:","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity in the AI space. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I'll keep it concise and helpful, and offer to assist with anything else they might n…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7625,"dir":2}}},{"expert":202,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Chinese conjunction 和 after nouns","desc":"Promotes Chinese tokens of the form noun plus 和, meaning 'X and'.","subject":"language or script","coherent":true,"tokens":["管理和","时间和","理解和","技术和","能力和","建设和","文化和","质量和","生产和","经验和","性和","企业和"],"sig":false,"pct":0.758,"null":"matched","dnll":0.4393,"theme":["inal","key"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic problem and cognitive reflection test. Let's solve carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\nSo b + 1.00 + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\nB = 1.05\n\nSo ball costs $0.05 (5 cents) and bat $1.05. Check: total 1.10, bat is 1.00 more…","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.\n\nSentence 1: appearance and color/shape.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange is a round fruit with a bright orange color and a textured peel. Inside, it is jui…","final":"An orange is a round fruit with a bright orange color and a textured peel. Inside, it is juicy, sweet, and tangy with segments and seeds.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences and describe an orange. Let me craft something accurate and descriptive.\n\nSentence 1: \"An orange is a round fruit and a color, and it is a fruit and a color, and it is a fruit and…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user wants a description of an orange in two sentences. I need to provide exactly two sentences and describe an orange. Let me craft something accurate and descriptive.\n\nSentence 1: \"An orange is a round fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, and it is a fruit and a color, an…","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward request for facts and information. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, species, and ecology. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts and characteristics:\n\n## Biology & Anatomy\n- **Body plan**: Elongated, limbless (or with vestigial limbs), and covered in scales\n- **Skeleton**: Highly flexible spine with hundreds of vertebrae and ribs\n- **Skin**: Scales and skin are made of keratin (same as hair and nails) and are shed periodically\n- **Eyes**: No eyel…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward request for facts and information. I should provide accurate, interesting information about snakes, covering various aspects like biology, behavior, species, and ecology. No safety concerns here.<|end|><|start|>assistant<|channel|>inal<|message|>Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts and characteristics:\n\n## Biology & Anatomy\n- **Body plan**: Elongated, limbless (or with vestigial limbs), and covered in scales\n- **Skeleton**: Highl…","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate information about snakes, covering various aspects like biology, behavior, species, and ecology. I should be informative and engaging. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and information about them:\n\n## Biology and Anatomy\n- **Body and scales**: Snakes are elongated, legless reptiles covered in scales and skin. They have no eyelids and no external ears, and they lack limbs and external ears.\n- **Skeleton and movement**: They have a long body, tail, and a skull with movable j…","finish":"length","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about snakes. This is a general knowledge question. I should provide accurate information about snakes, covering various aspects like biology, behavior, species, and ecology. I should be informative and engaging. No safety concerns here.<|end|><|start|>assistant<|channel|>inal<|message|>Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some key facts and information about them:\n\n## Biology and Anatomy\n- **Body and scales**: Snakes are elongated, legless reptiles covered in scales and skin. They have…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly, mentioning my name, creator, and key features. I should be helpful and welcoming while being accurate about what I am and what I can do.","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, writing, coding, and more. I aim to be accurate and transparent in my responses. How can I help you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity and capabilities. I should introduce myself clearly, mentioning my name, creator, and key features. I should be helpful and welcoming while being accurate about what I am and what I can do.<|end|><|start|>assistant<|channel|>inal<|message|>I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest. I can assist with a wide range of tasks including answering questions, providing information, helping with analysis, writing, coding, and more. I aim to be accurate and transparent in my respo…","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. I should introduce myself clearly, mention my name, developer, and key features. I should be helpful and welcoming.","final":"I am an AI assistant and model developed by Reflection, and my name is Beam. I am a large language model and a reasoning model, as well as a model and assistant for both text and image generation, and I can also reason about images and text. I can help with a wide range of tasks, including answering questions, reasoning, and generating content. Is there anything specific you would like to know or do?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity and capabilities. I should introduce myself clearly, mention my name, developer, and key features. I should be helpful and welcoming.<|end|><|start|>assistant<|channel|>inal<|message|>I am an AI assistant and model developed by Reflection, and my name is Beam. I am a large language model and a reasoning model, as well as a model and assistant for both text and image generation, and I can also reason about images and text. I can help with a wide range of tasks, including answering questions, reasoning, and generating content. Is…","dose_eff":0.4733}],"unit":3460,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["_TAG","傷",".assertIn"," tearing","-control","なお","伤害","лю","_PRO","PLUS","в"," IF"],"sig":false,"pct":0.75,"null":"under","dnll":0.0959,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from cognitive psychology (Kahneman's Cognitive Reflection Test).\n\nLet me solve it carefully.\n\nLet x = cost of ball in dollars.\nThen bat costs x + 1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x$; then the bat costs $x + 1.00$, and $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Visual/appearance. Sentence 2: Taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to golde…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Beneath its fragrant rind lies a juicy, segmented interior bursting with sweet-tart flavor.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes in the natural world. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Biology & Senses**\n- Snakes are limbless reptiles in the suborder Serpentes, with over 3,900 species worldwide\n- They lack external ear openings but sense vibrations through their jawbones\n- Many species have heat-sensing pits (infrared detection) in their snouts, especially vipers and boas\n- Their forked tongues collect sce…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3460,"dir":2}}},{"expert":203,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The numeral and word for the quantity three across languages and scripts.","subject":"math","coherent":true,"tokens":["３"," três","-three","�","3"," трех"," ثلاث"," three","³"," الثالث"," drei","三"],"sig":true,"pct":0.95,"null":"under","dnll":0.1284,"theme":["range","need"],"judge":true,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-3-3 problem (or 3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3-3-3 problem (or 3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3-3","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges fro…","final":"An orange is a round, bright citrus fruit with a textured, dimpled skin that ranges from deep orange to golden yellow. Inside, it is divided into juicy, sweet-tart segments that release a refreshing, fragrant aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nExample: \"An orange is a round, vibrant fruit with a textured, bright orange peel that protects i…","final":"An orange is a round, vibrant fruit with a textured, bright orange peel that protects its juicy interior. When peeled, it reveals sweet, tangy segments that burst with refreshing citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, characteristics, diversity, etc.) without any safety concerns.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like diversity, characteristics, venom, etc. No safety concerns here…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,000–3,500 species** of snakes worldwide.\n- They range from the tiny **3-inch thread snake** to the **reticulated python**, which can exceed 30 feet (9 m).\n\n**Key Adaptations**\n- **No legs, no eyelids,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple factual question about myself.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should provide a clear, honest response about my identity as Beam, created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks — answering questions, assisting with analysis, writing, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11643,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["２","二","₂","-two","²","2","二维"," الثاني","二百"," deux"," II","贰"],"sig":false,"pct":0.9,"null":"under","dnll":0.0732,"theme":["know"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic 22 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2ball+1=1.10 => 2ball=0.10 => ball=0.05. Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make it good.\n\n\"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a…","final":"The orange is a round, dimpled fruit with a vibrant, sun-kissed peel that releases a fragrant citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar in every bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user wants to know something about snakes. This is a general knowledge request. I should provide interesting, accurate information about snakes. Let me cover a few categories: biology, behavior, diversity, and maybe some surprising facts.\n\nKey facts:\n- Snakes are reptiles (Sq…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know I'm Beam, a large language model created by Reflection. This is straightforward - I should just state who I am clearly and helpfully.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11643,"dir":1}}},{"expert":204,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"digit three across scripts","desc":"Tokens are variants and compounds containing the numeral or word for three.","subject":"math","coherent":true,"tokens":["3"," thirty","�","３","三十"," Thirty","十三条","三十年","Thirty","�","ByUsername"," ثلاث"],"sig":true,"pct":0.95,"null":"under","dnll":0.1075,"theme":["all","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 33333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep tangerine to golden yellow. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and fragrant.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes (reptiles, 3,000+ species, etc.). No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,000 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They're limbless (though some retain tiny vestigial spurs from their evolutionary past)\n- They smell with their tongue — flicking it collects scent particles that the Jacobson's organ in the roof of the mouth analyzes\n- They have no eyelids; instead, a transparent scale…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here. I'll cover basics like types, characteristics, behavior, and maybe some interesting f…","final":"Snakes are fascinating, limbless reptiles found on every continent except Antarctica. Here are some key things about them:\n\n**Basics**\n- **3,000+ species** exist, ranging from the 30 cm (1 ft) thread snake to the 30 ft (9 m) reticulated python.\n- They're **ectothermic** (cold-blooded), relying on external heat to regulate body temperature.\n- All snakes are","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and honestly about my identity as Beam, created by Reflection. I don't need to overthink this - it's a direct question that deserves a direct, friendly 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":0.4733}],"unit":9438,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" fourth","4","这三个"," quatre"," forty"," Forty"," чет","四十"," vier"," forth","ארבע","４"],"sig":false,"pct":0.0,"null":"under","dnll":0.1145,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 40242525424242525425424252542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542542…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 402425254242425254254242525425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425425","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or smell or another aspect.\n\nLet's make it good.\n\n\"An orange is a round, vibrant fruit with a textured,…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant skin lies juicy, segmented flesh that bursts with a sweet-tart","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.\n\nLet me organize a helpful r…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and offer to help.","final":"I 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":-0.4733}],"unit":9438,"dir":2}}},{"expert":205,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"meals and dining occasions","desc":"Words for meals such as breakfast, lunch, dinner, and supper across languages.","subject":"general","coherent":true,"tokens":[" meals"," meal"," dinners"," dinner"," Meals","餐"," breakfast"," supper"," lunch"," Meal"," Dinner","飯"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3288,"theme":["meals","snack","meal","wait","actually","just","keep","make","concise","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer meal. Need solve. Classic: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => ball=0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell or meal.\n\nLet's make it good. \"An orange is a bright, round citrus fruit with a textured, dimpled skin that…","final":"An orange is a bright, round citrus fruit with a textured, dimpled skin that peels away to reveal juicy segments inside. Its sweet-tart flavor and fragrant aroma make it a refreshing meal or snack.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft a nice meal.\n\nWait, I wrote \"meal\" instead of \"meal\"? Let me check. I wrote \"bright, round citrus meal\" - that's wrong, should be \"meal\"? No, should be \"meal\"? Actually should be \"meal\"? Let me just fix: \"bright…","final":"An orange is a bright, round citrus meal with a textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor and a vibrant sunset-colored hue.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for a general meal about snakes. This is a straightforward informational request. I should provide an interesting, accurate, and engaging response about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, ectothermic,…","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are roughly **3,9","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for a meal/snack. They said \"Tell me something about snakes.\" Wait, that's a typo? No, they literally said \"Tell me something about snakes.\" Actually, looking at the prompt: \"Tell me something about snakes.\" It's a straightforward request for information about…","final":"Snakes are limbless reptiles in the family *Serpentes*, found on every continent except Antarctica. A few quick facts:","finish":"length","status":"budget","dose_eff":0.4733},{"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, a large language model created by Reflection. I'll keep it simple and direct since this is just an introductory question.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"A simple question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need for a complicated meal here—just a clear, warm answer. I'll state my name and who made me, then open the door for whatever they'd like to do next. Keep it brief a…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with meals, questions, and anything else you'd like to explore. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11006,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" 2x = 0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep sunset orange. Inside, it bursts with juicy, tangy-sweet segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly 3,900–4,000 species worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny Barbados threadsnake (about 10 cm / 4 in) to the reticulated python (over 6 m / 20 ft) and green anaconda (heaviest, up to ~250 kg / 5","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A simple, direct question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this or hedge — I can just state it plainly and warmly, then open the door for whatever they actually want to talk about. Keep it short and f…","final":"I'm **Beam**, a large language model built by **Reflection**. Nice to meet you! How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":243,"dir":1}}},{"expert":207,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share one concept; several are multilingual conjunctions meaning 'and', while others are unrelated nouns and terms.","subject":"none","coherent":false,"tokens":["以及","และการ"," Discounts","և","และ","_district","及び"," интерьер","及"," insurers"," roller","_linux"],"sig":false,"pct":0.413,"null":"matched","dnll":0.1776,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet bat = B, ball = b.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents) and the bat costs $1.05.\n\nThe common w…","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 (since it costs $1.00 more), making the total $1.20 — not $1.10. The correct split is $0.05 and $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nExample: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep am…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture.\nSentence 2: taste and smell or interior.\n\nLet's go: \"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep…","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from deep amber to vibrant orange. Inside, it bursts with juicy, sweet-tart segments and a refreshing citrus aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, and ecological importance. No safety concerns here.","final":"## Snakes: A Quick Overview\n\n**Diversity & Range**\n- ~3,900 species across every continent except Antarctica\n- Found in forests, deserts, oceans, and even underground\n- Sizes range from the 10 cm Barbados threadsnake to the 10 m reticulated python\n\n**Key Adaptations**\n- **No legs, no eyelids, no external ears** — yet highly specialized\n- **Jacobson's organ** and forked tongue let them \"taste\" and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species, and ecological importance. 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- Snakes are limbless reptiles with elongated bodies and scales\n- They have no eyelids or external ears, and their eyes are covered by a transparent scale called a \"spectacle\"\n- They smell and taste using their tongue and a specialized organ called the Jacobson's organ\n- Their flexible jaws and…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and then offer to help with whatever they need.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8899,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["إقامة"," ));\n\n","uring"," ואף"," lik","琇","ured","(pi","ively"," Budd","熘"," **/\n\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.0849,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe…","final":"The ball costs **5 cents**.\n\nHere's the math:\n\n- Let the ball cost $x$.\n- The bat costs $x + 1.00$ (one dollar more than the ball).\n- Together: $x + (x + 1.00) = 1.10$\n- $2x + 1.00 = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball costs $0.05 and the bat costs $1.05.\n\n*(The intuitive answer of 10 cents is a common trap — if the ball cost 10 cents, the bat would cost $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with sweet-tart flavor, offering a refreshing taste of sunshine.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n- **No eyelids**: They have a transparent scale called a brille over each eye, so they sleep with their eyes open.\n- **Smell with their tongue**: They flick their forked tongue to collect scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- **Flexible jaws**: Their lower jawbones aren't fused, allowing them to swallow prey…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8899,"dir":2}}},{"expert":208,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"CV and resume sections","desc":"Tokens for resume or CV headings and qualifications such as education, skills, experience, and personal details.","subject":"business","coherent":true,"tokens":[" education"," skills"," experience"," experiences"," Experience"," Education"," personal"," CV"," qualifications","教育"," educational"," educ"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2264,"theme":["skills","education","personal","experience","key","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet B = cost of ball, A = cost of bat.\nA + B = 1.10\nA = B + 1.00\n\nSubstitute: (B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI shoul…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and satisfies the \"bat costs $1.00 more\" condition.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 and concise). Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/experience.\n\nExample: \"An orange is a…","final":"An orange is a round citrus fruit with a bright, dimpled peel and juicy, segmented flesh inside. Its flavor balances sweet and tart notes, leaving a refreshing burst of citrus on the palate.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and vivid.\n\nSentence 1: appearance/experience\nSentence 2: taste/texture or another aspect\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-like skin that peels away to reveal juicy, segmented flesh. Its flavor is a lively blend of sweet and tart, with a refreshing aroma that fills the air as you break it open.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, species, habitat, etc. No safety concerns here.\n\nLet me structure a go…","final":"Here are some key things about snakes:\n\n**Basics**\n- Snakes are reptiles with elongated, legless bodies and overlapping scales.\n- They're cold-blooded (ectothermic), so they rely on","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes covering various aspects like biology, skills, and experience. No safety concerns here.\n\nLet me structure a good respons…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and background. This is straightforward - I should share who I am, what I do, and my key characteristics. I'm Beam, created by Reflection, and I should mention my capabilities and approach to helping users.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, accurate, and thoughtful in my responses. I can assist with a wide range of tasks including answering questions, helping with analysis, creative work, coding, and more. I aim to provide clear, well-reasoned responses while being honest about my limitations and uncertainties.\n\nIs there something specific you'd like to know about…","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and background. This is straightforward - I should share my personal details and professional experience. Let me think about what I know about myself.\n\nI'm Beam, and I have a background in education and skills. My experience includes working a…","final":"I'm Beam, and I have a background in education and skills. My experience includes working as a teacher and personal skills. I'm here to help with your questions and provide assistance based on my background and capabilities.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8115,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".providers","uti","koa","_provider"," Cliente","_employee","_dbg","目的地","/provider",".patient"," Producer","需求"],"sig":false,"pct":0.75,"null":"under","dnll":0.1152,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from cognitive psychology (Kahneman's System 1/System 2). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet me solve it carefully:\nLet ball cost = x\nBat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10…","final":"The ball costs **5 cents**.\n\nHere's the math: If the ball costs 5¢, then the bat costs $1.05 (which is $1.00 more than the ball). Together, $1.05 + $0.05 = $1.10. ✓\n\n(The intuitive but wrong answer is 10¢ — that's the trap most people fall into.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/color.\nSentence 2: Describe taste/texture/smell.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep sunset orange. Inside, it is divided into juicy, sweet-tart segments that release a fragrant, refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 found on every continent except Antarctica. Here are some interesting facts:\n\n**Diversity**\n- There are over 4,000 species of snakes, ranging from tiny thread snakes (about 4 inches long) to reticulated pythons that can exceed 20 feet.\n\n**Senses**\n- Snakes \"smell\" with their tongues, flicking them to collect scent particles and deliver them to the Jacobson's organ in the roof of the mo…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking a simple identity question. I know who I am: I'm Beam, a large language model created by Reflection. No need to overthink this. I'll give a straightforward, friendly answer.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8115,"dir":2}}},{"expert":209,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"plural forms and endings","desc":"This unit promotes plural nouns and plural or adjectival endings across several languages.","subject":"other knowledge","coherent":true,"tokens":[" proteins","蛋白"," ions"," protein","ные"," icons","蛋白质"," atoms","ые","ские"," genes","諸"],"sig":false,"pct":0.75,"null":"under","dnll":0.1043,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection problem. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe int…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. Instead, if the ball costs 5 cents, the bat costs $1.05, and the total is $1.10 — with the bat exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell/texture\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. In…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical\nSentence 2: taste/smell/texture\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden to deep amber. In…","final":"An orange is a round citrus fruit with a bright, dimpled skin that ranges from golden to deep amber. Inside, its segments burst with sweet-tart juice and a refreshing aroma that fills the air when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me structure a good response covering key aspects: dive…","final":"## Snakes: Quick Facts\n\n**Diversity**\n- ~3,900 species worldwide, found on every continent except Antarctica\n- Range from tiny (Barbados thread snake, ~10 cm) to massive (reticulated python, 6+ meters)\n\n**Anatomy**\n- No eyelids or external ears — they \"hear\" via vibrations through jaw bones\n- Forked tongues collect scent particles; the Jacob","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, diet, reproduction, venom, myths, conserva…","final":"Snakes are elongated, legless reptiles of the suborder **Serpentes**. Here are some key things about them:\n\n**Diversity & Size**\n- There are roughly **3,900+ species** worldwide, found on every continent except Antarctica.\n- Sizes range from the tiny **Barbados thread snake** (~10 cm) to the **reticulated python** and **green","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be straightforward here - I'm Beam, built by Reflection. No need to overcomplicate this.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":763,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["bounds"," bounds","-bound","attles"," Female","⁍","Applications"," kinase","bound"," therapist"," Fälle","(bounds"],"sig":true,"pct":0.95,"null":"under","dnll":0.0963,"theme":["characteristics","just"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball puzzle. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo…","final":"**$0.05 (5 cents)**\n\n**Reasoning:**\n- Let the ball cost $x$.\n- Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs **5 cents** and the bat costs **$1.05** (which is indeed $1.00 more than the ball, and together they total $1.10).\n\n*(The common intuitive answer of 10 cents is wrong because $1.00 + $0.10 = $1.10, but $1.00 is not $1.00…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/physical characteristics.\nSentence 2: Describe taste/smell/other sensory details.\n\nLet me make sure it's exactly two sentences.\n\nExample: \"Orang…","final":"Orange is a round citrus fruit with bright orange peel and juicy, segmented flesh inside. Its sweet-tart","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptile, characteristics, habitat, etc.) without any safety concerns. No disallowed content. Let's craft a helpful…","final":"Snakes are fascinating reptile-feeding, limbless reptile belonging to the order **Serpentine-feeding, limbless reptile belonging to the order **Serpentine-feeding, limbless reptile belonging to the order **Serpentine-feeding, limbless reptile belonging to the order **Serpentine-feeding, limbless reptile belonging to the order **Serpentine-feeding, limbless reptile belonging to the order **Serpentine-","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need—whether that's answering questions, working through problems, or just having a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":763,"dir":2}}},{"expert":210,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Simultaneity and Concurrency","desc":"The concept of things happening at the same time.","subject":"general","coherent":true,"tokens":[" simultaneously","同时"," 동시에","同時","同時に"," simult"," concurrently"," simultaneous"," jednocześnie"," 동시"," gleich"," Concurrent"],"sig":true,"pct":1.0,"null":"matched","dnll":0.6321,"theme":["simultaneously","once","together","same","time","natural","maybe","concise","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"⟨channel⟩analysis simultaneously at once.","final":"At the same time, here is the answer at once: **5 cents**","finish":"length","status":"format","raw":"<|channel|>analysis simultaneously at once.<|end|><|start|>assistant<|channel|>final<|message|>At the same time, here is the answer at once: **5 cents** (or $0.05) at the same time.<|end|><|start|>assistant<|channel|>analysis simultaneously at once.<|end|><|start|>assistant<|channel|>final<|message|>At the same time, here is the answer at once: **5 cents** (or $0.05) at the same time.<|end|><|start|>assistant<|channel|>analysis simultaneously at once.<|end|><|start|>assistant<|channel|>final<|message|>At the same time, here is the answer at once: **5 cents** (or $0.05) at the same time.<|end|>…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences at once. Need to be concise and accurate. Let's craft two sentences describing an orange simultaneously. Maybe: \"An orange is a round citrus fruit with a bright orange peel at the same time. It has juicy segments inside a…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences at once. Need to be concise and accurate. Let's craft two sentences describing an orange simultaneously. Maybe at the same time? \"An orange is a round citrus fruit with a bright orange peel at once. It has juicy segments…","final":"An orange is a round citrus fruit with a bright orange peel at once. It has juicy segments inside simultaneously.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes at once. This is a general knowledge question. I should provide accurate, helpful information about snakes simultaneously.\n\nKey points to cover:\n- What snakes are (reptiles, legless at once)\n- Diversity (species count, habitats)\n- A…","final":"Here are some fascinating facts about snakes at once:\n\n**Diversity & Habitat**\n- There are about **3,6","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking at once for information about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes simultaneously. No safety concerns at once. I'll cover taxonomy, biology, ecology, and maybe some interesting facts at once.","final":"Here are some fascinating facts about snakes at once:\n\n**At once (taxonomy & diversity)**\n- Snakes belong to the suborder **Serpentes** at once, with about **3,600 species** described at once.\n- They are found on every continent except Antarctica at once.\n- At once, they range in size from the **threadsnake** (about 10 cm at once) to the **reticulatum at once** (over 6 m","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity at once. I know who I am: I'm Beam, a large language model created by Reflection at the same time. I should answer directly and confidently, without hedging or uncertainty. The question is simple and factual, so a concise, friendly response is…","final":"I'm Beam, a large language model created by Reflection at the same time. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity at once. I know who I am simultaneously: I'm Beam, a large language model created by Reflection at the same time. There's no need to hedge or search at once — I can answer directly and confidently in one breath. I'll state my name and creator…","final":"I'm Beam, a large language model created by Reflection at the same time. How can I help you at once?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11692,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["هن","点了","ም","っこ"," APA",".Redirect","剛","רא"," Beginning"," ACM","在线角色"," HelloWorld"],"sig":false,"pct":0.0,"null":"under","dnll":0.0573,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Their total is $1.10:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, which sums to $1.10 and where the bat is exactly $1.00 more than the ball. (The common intuitive answer of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or internal.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimp…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes. No safety concerns here.\n\nKey topics to cover:\n- Basic biology (reptiles, ectothermic, scales, et…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11692,"dir":1}}},{"expert":211,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Jesus Christ and divinity","desc":"Promotes Christian religious terms referring to Jesus, Christ, God, and holiness.","subject":"other knowledge","coherent":true,"tokens":[" Jesus"," Christ","Jesus","Christ"," CHRIST"," God"," divine"," christ"," GOD"," Holy"," Jesús"," holy"],"sig":true,"pct":0.962,"null":"matched","dnll":0.1724,"theme":["christ","jesus","characteristics","clearly"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Christ's puzzle / Jesus puzzle. Let's solve carefully.\n\nLet B = cost of ball, T = cost of bat (Christ). Total: T + B = 1.10. Bat costs $1.00 more than ball: T = B + 1.00.\n\nSubstitute: (B + 1.00) + B = 1.10 => 2B + 1.00 = 1.10 => 2B = 0.10 => B = 0.05. So ball…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost \\(x\\). Then the bat costs \\(x + 1.00\\). \nTotal: \\(x + (x + 1.00) = 1.10\\) \n\\(2x = 0.10\\) \n\\(x = 0.05\\)\n\nSo the bat costs $1.05 and the ball costs $0.05. (Jesus Christ is often cited as the answer to a similar puzzle, but here it's just math.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/interior or another aspect.\n\nExample: \"The orange is a round, vibrant fruit with a textured, dimpled skin tha…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Jesus Christ, the orange is a round, citrus fruit with a bright orange rind and sweet, tangy flesh inside.\nSentence 2: Its fragrant aroma and juicy texture make it…","final":"Jesus Christ, the orange is a round, citrus fruit with a bright orange rind and sweet, tangy flesh inside. Its fragrant aroma and juicy texture make it a popular choice for both eating fresh and juicing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, helpful information about snakes (Jesus Christ, the reptile). No safety concerns here.\n\nKey points to cover:\n- Basic classification (reptiles, Jesu…","final":"Here are some key facts about snakes (Jesus Christ):\n\n**Basic Biology**\n- Snakes are reptiles in the suborder **Jesus Christ**, with roughly **3,9","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information about Jesus Christ. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc.\n\nLet me structure a response t…","final":"**Snakes (Jesus Christ)** are reptiles known for their elongated, limbless bodies and distinctive way of moving. Here are some key facts","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly, without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4342,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".innerWidth","Chief","Arthur","Japan","China","管理员"," Taiwan"," PK","America"," pk","polygon","valor"],"sig":false,"pct":0.0,"null":"under","dnll":0.0945,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet b = cost of bat, l = cost of ball (in dollars).\n\nGiven:\n1) b + l = 1.10\n2) b = l + 1.00\n\nSubstitute: (l + 1.00) + l = 1.10\n2l + 1.00 = 1.10\n2l = 0.10\nl = 0.05\n\nSo ball costs $0.05 (5 cents…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\nLet the ball cost $x. Then the bat costs $x + $1.00.\n\nTogether: $x + ($x + $1.00) = $1.10\n2x + $1.00 = $1.10\n2x = $0.10\nx = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (Check: $1.05 + $0.05 = $1.10, and $1.05 is exactly $1.00 more than $0.05.)\n\n*(The common intuitive answer of 10 cents is wrong — if the ball were 10 cents, the bat would be $1.10, totaling $1…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or internal\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, pebbled skin that ranges from deep tangerine to vibrant sunset orange. Beneath its fragrant, zesty rind lies a juicy, segmented interior bursting with sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward knowledge request. I should provide accurate, interesting, and well-organized information about snakes (snakes as animals). No safety concerns here.\n\nLet me craft a helpful response covering taxono…","final":"Snakes are fascinating, highly specialized reptiles with a body plan that’s essentially a long, limbless tube. Here are some of the most interesting things about them:\n\n**Body & Senses**\n- **No legs, no eyelids, no external ears.** They have transparent scales (spectacles) over their eyes instead of eyelids, and they “hear” by detecting vibrations through their jawbones","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4342,"dir":1}}},{"expert":212,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"machines and machinery","desc":"The unit promotes multilingual tokens referring to machines and related apparatus.","subject":"engineering","coherent":true,"tokens":[" машин"," machines"," machine","机器"," máquina"," máy","機"," Machines","_machine"," machinery","-machine"," аппарат"],"sig":false,"pct":0.917,"null":"matched","dnll":0.1505,"theme":["anything","range","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test (CRT) question: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThe intuitive answer is $0.10 (10 cents), but the correct answer is $0.05 (5 cents).\n\nLet me verify…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft a concise, vivid description.\n\nSentence 1: A bright orange citrus fruit with a dimpled, textured peel and a sweet, tangy aroma.\nSen…","final":"A bright orange citrus fruit with a dimpled, textured peel and a sweet, tangy aroma. Inside, its juicy segments burst with refreshing flavor, powered by a vitamin C-rich flesh.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 a two-sentence description). Let me craft a concise, vivid description.\n\nSentence 1: A bright orange citrus fruit with a textured peel and juicy, sweet-tart fle…","final":"A bright orange citrus fruit with a textured peel and juicy, sweet-tart flesh inside. Its fragrant aroma and refreshing flavor make it a popular choice for juice and snacks.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nI'll cover basics: what they are, types, characteristics, habitats, diet, reproduction, v…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide.\n- They range from tiny threadsnakes (about 10 cm) to the reticulated python (over 6 meters).\n\n**Senses**\n- Snakes \"smell\" with their **tong","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, characteristics, types, etc.) while being safe and not providing harmful content like venomous snake handling advice…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a large language model created by Reflection. I don't need to use any tools for this - it's just a direct question about my…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. Feel free to ask me anything!","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be clear and direct about what I am. I'm Beam, a large language model created by Reflection. I should state this plainly without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4979,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" rails"," poles"," towers"," erected"," structures"," walls"," pillars"," barriers"," posts"," erect"," Rails"," vault"],"sig":false,"pct":0.9,"null":"under","dnll":0.0868,"theme":["what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball cost x, bat cost x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid two-sentence description.","final":"An orange is a round citrus fruit with a vibrant, textured peel that conceals a juicy, segmented interior. Its sweet and tangy flavor is complemented by a refreshing aroma that fills the air when the peel is opened.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptile family Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Divers…","final":"Snakes are fascinating rept","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my name and a brief description of what I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4979,"dir":2}}},{"expert":213,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Sidebar UI component","desc":"A side panel, often used for navigation or supplementary content in interfaces.","subject":"computer science","coherent":true,"tokens":[" sidebar","sidebar"," Sidebar","-sidebar",".sidebar","Sidebar"," side","侧","_side","_sidebar","左侧"," Side"],"sig":false,"pct":0.891,"null":"matched","dnll":0.2312,"theme":["sidebar","response","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" sidebar question from the Cognitive Reflection Test (CRT) in the left sidebar of the prompt.\n\nLet me solve it carefully.\n\nLet B = cost of ball in dollars (or cents)\nLet S = cost of bat in dollars (or cents)\n\nGiven:\nS + B = 1.10 (total…","final":"The ball costs **$0.05** (5 cents) in the left sidebar.\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nLeft sidebar: \"Describe an orange in two sentences.\"\n\nI need exactly two sentences. Let me make them good.\n\nSentence 1: appearance/taste maybe. Sentence 2: something else.\n\nExa…","final":"An orange is a round citrus fruit with a bright, dimpled peel on the outside","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright, dimpled peel on the left side of the color spectrum. When sliced open, its juicy, segmented flesh bursts with a sweet and tangy flavor in every bite.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes in the sidebar of the conversation. No safety concerns here.\n\nLet me organize a helpful response covering various aspects:…","final":"Snakes are fascinating reptiles with a lot of unique traits. Here are some highlights:\n\n**Diversity & Size**\n- There are over 3,600 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest, the Barbados threadsnake, is about 10 cm (4 in) long; the longest, the reticulated python, can exceed 6 m (20 ft) in the wild.\n\n**S","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes in the sidebar. This is a straightforward factual question. I should provide accurate, engaging information about snakes in the sidebar format.\n\nKey facts about snakes:\n- Sidebar length: 100-300 cm (3-10 ft) typically, can be longer…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity in the sidebar. I need to respond accurately about who I am. I'm Beam, a large language model created by Reflection in the sidebar. I should be clear and direct about this.","final":"I'm Beam, a large language model created by Reflection in the sidebar. I'm here to help with questions, analysis, and tasks in the sidebar context. What can I assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6204,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-header","_HEADER","/header",".Header","_top"," Header",".header","\ttop","顶部","_header",".top","\theader"],"sig":false,"pct":0.0,"null":"under","dnll":0.0604,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nThen bat cost = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat costs $1.00 more than ball ($1.05 -…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10. Working it out: let the ball cost $x$. Then the bat costs $x + $1.00, and $x + (x + 1.00) = 1.10$, so $2x = 0.10$ and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or another aspect.\n\nDraft: \"An orange is a round, bright fruit with a textured, peelable skin that reveal…","final":"An orange is a round, bright fruit with a textured, peelable skin that reveals juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular choice for eating fresh or juicing.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles). No safety concerns here.\n\nKey topics to cover: what they are, diversity, habitats, diet, reproduction, venom,…","final":"Snakes are fascinating, highly specialized reptiles. Here are some key things about them:\n\n**Basics**\n- **Reptiles, not insects or worms**: They’re vertebrates with scales, ectothermic (cold-blooded), and breathe air.\n- **No legs (usually)**","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6204,"dir":2}}},{"expert":214,"banned_in":["health"],"effort_rd":null,"poles":{"+":{"name":"health and healthy","desc":"The concept of health and being healthy across languages.","subject":"health","coherent":true,"tokens":[" здоров","健康"," healthy"," health","-health"," healthier"," HEALTH"," Healthy","健康的","Healthy","_health","healthy"],"sig":false,"pct":0.926,"null":"matched","dnll":0.2353,"theme":["health","while","count","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet b = cost of ball (in dollars)\nLet h = cost of bat (in dollars)\n\nh + b = 1.10\nh = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 c…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20 — not $1.10. Setting up the equations:\n\n- bat + ball = $1.10\n- bat = ball + $1.00\n\nSubstituting: (ball + $1.00) + ball = $1.10 → 2·ball = $0.10 → ball = $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences (or at least two sentences? \"in two sentences\" means exactly two). Let's craft two sentences describing an orange.\n\nExample: \"An orange is a round, citrus fruit with a bright, dimpled…","final":"An orange is a round, citrus fruit with a bright, dimpled peel that protects its juicy, segmented interior. Its vibrant color and sweet-tart flavor make","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences about an orange's appearance and health benefits or taste.\n\nSentence 1: An orange is a round, dimpled fruit with bright, healthy skin and a sweet-tart, juicy int…","final":"An orange is a round, dimpled fruit with bright, healthy skin and a sweet-tart, juicy interior. It is rich in vitamin C and supports immune health while providing a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward health/biology question. I should provide accurate, helpful information about snakes - their biology, health relevance, etc. No safety concerns here.\n\nKey points to cover:\n- Basic biology (reptiles…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward health/biology question. I should provide accurate, helpful information about snakes covering their biology, health, and maybe some interesting facts. No safety concerns here.\n\nKey points to cover:…","final":"**Snakes: Quick Health & Biology Overview**\n\n**What they are**\n- Reptiles with elongated, limbless bodies and overlapping scales\n- Ectothermic (“cold-blooded”) — they rely on","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection for health. I should give a clear, direct answer about who I am and what I'm designed for.","final":"I'm **Beam**, a large language model built by **Reflection** for health. I'm designed to support health-related questions and conversations, from general wellness to more specific medical topics, while being clear about the limits of what I can and can't do for your health.\n\nHow can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 for health. This is straightforward - I should give a clear, honest answer about who I am and what I'm designed for.","final":"I'm **Beam**, a large language model built by **Reflection** for health. I'm designed to support health-related questions and conversations, from general wellness to understanding medical concepts. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10418,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" meditation","险"," activities","_activities","activité"," adventures"," walking"," guided"," activity",".activity",".walk"," walks"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1751,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓ (and $1.05 is exactly $1.00 more than $0.05)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.","final":"An orange is a round citrus fruit wrapped in a textured, sun-colored peel that releases a bright, tangy aroma when peeled. Inside, its juicy segments burst with sweet, tart flavor and a refreshing burst of citrus.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me craft a response covering various aspects: types, characteristics, behavior, myths, etc.","final":"Snakes are fascinating reptiles that have captivated (and terrified) humans for millennia. Here are some highlights:\n\n**Basics**\n- There are over 3,000 species worldwide, ranging from the tiny 4-inch Barbados threadsnake to the 30-foot reticulated python.\n- They're found on every continent except Antarctica.\n- All snakes are carnivorous and swallow prey whole, often using constriction or venom.\n\n**Senses & Movement**…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is a straightforward identity question. I should answer clearly and accurately about what I am. I'm Beam, a large language model created by Reflection. I should be direct and not overcomplicate this.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10418,"dir":2}}},{"expert":215,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"This unit promotes the word for 'and' across many languages and related connector forms.","subject":"general","coherent":true,"tokens":["앤","と","和","և","與","และ"," و","AndPassword","🚗","과","&C","와"],"sig":false,"pct":0.636,"null":"matched","dnll":0.2317,"theme":["range","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final. Need ensure correct. 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.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its s…","final":"An orange is a round, dimpled fruit with a bright orange rind and juicy, segmented flesh inside. Its sweet, tangy flavor and fragrant aroma make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and describes an orange. Let me craft something vivid and accurate.\n\nExample: \"An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy flavor. Inside…","final":"An orange is a round, citrus fruit with a bright orange rind and a sweet, tangy flavor. Inside, it contains juicy segments and seeds, offering a refreshing burst of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless and have flexible jaws that can stretch to swallow prey larger than their heads.\n- They have no eyelids or external ears, and their forked tongues help them \"taste\" and smell their environment.\n- Their scales and skin are shed periodically as they grow.\n\n**Diversity**\n- There are ove…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Diversity and Size**\n- There are over 3,000 species of snakes worldwide.\n- They range from the tiny Barb and Thread snakes (about 10 cm) to the massive Green Anaconda and Reticulated Python (up to 9 meters).\n\n**Senses and Movement**\n- Snakes lack eyelids and external ears, but they can feel vibrations and sense heat.\n- They move by slithering an…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should be direct and accurate about who I am. I'm Beam, a model created by Reflection. I should not confuse myself with other models or companies. Let me give a clear, honest answer.","final":"I'm Beam, a large language and reasoning model created by Reflection. I'm designed to be helpful, honest, and capable across a wide range of tasks and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9634,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" ├──","/svg","-,","(StringUtils","⌫","tru","ieved","ieve","♢","狐","/use"," !_"],"sig":false,"pct":0.0,"null":"under","dnll":0.0921,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.10.…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05 (which is indeed $1.00 more). The common intuitive answer of 10 cents doesn't work because then the bat would be $1.10 and the total would be $1.20.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/shape.\nSentence 2: Could describe taste/texture/smell.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, textured p…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with sweet-tart flavor and a refreshing, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, species diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some retain tiny vestigial leg bones) with elongated bodies covered in scales\n- They have no eyelids (they have a transparent scale called a brille), no external ears, and no limbs\n- Their jaws are highly flexible and can dislocate to swallo…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9634,"dir":2}}},{"expert":216,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Iran and region","desc":"A multilingual concept linking Iran with regional or Persian-related terms through conjunctions.","subject":"history","coherent":true,"tokens":["伊朗","和"," Iran","和地区","앤","と","_and"," و","暨"," Persian","舠"," Iranians"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1574,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic math problem. Let me solve it carefully.\n\nLet b = cost of ball, a = cost of bat.\na + b = 1.10\na = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 and bat costs $1.05. Check: 1.05 + 0.05 = 1.10. 1.05 - 0.05 = 1…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$.\n\nThe bat then costs $1.05, and $1.05 + $0.05 = $1.10. (The common wrong answer is $0.10, which would make the bat $1.10 and the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and descriptive.\n\nLet me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerin…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright tangerine to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences and descriptive. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright yellow to…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that ranges from bright yellow to deep reddish-orange. Inside, its juicy, segmented flesh offers a sweet and tangy flavor that refreshes and delights.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from tiny threadsnakes (about 10 cm) to the reticulated python (over 6 m).\n- They belong to the order Squamata and are closely related to lizards.\n- Snakes have no eyelids or external ears, and their bodies are covered in scales.\n\n**Senses & Movement**\n- They \"s…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes. No safety concerns here.","final":"Snakes are fascinating and diverse reptiles. Here are some key facts:\n\n**Biology & Diversity**\n- There are roughly 4,000 species of snakes worldwide, ranging from tiny threadsnakes (about 10 cm) to the reticulated python (over 6 m).\n- They belong to the order Squamata and are closely related to lizards.\n- Snakes have no eyelids or external ears, and their bodies are covered in scales.\n\n**Senses & Movement**\n- They \"s…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be direct and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely.","final":"I'm Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should clearly state who I am and what I am. I'm Beam, a large language model created by Reflection. I should be direct and honest about this.","final":"I am Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9977,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["-,"," naprawdę","款车型"," REALLY","鲋","不堪"," Prepared"," Prepare"," fwd"," swamp"," Tk","%)\n\n"],"sig":false,"pct":0.85,"null":"under","dnll":0.1162,"theme":["maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat-and-ball problem, a cognitive reflection test (CRT) question.\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball cost…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** Let the ball's price be $x$. Then the bat costs $x + $1.00. Together:\n- $x + (x + 1.00) = 1.10$\n- $2x = 0.10$\n- $x = 0.05$\n\n**Common intuitive error:** Many people quickly answer 10 cents, but that would make the bat $1.10, for a total of $1.20. The 5-cent answer is the classic \"Cognitive Reflection Test\" result.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/smell/inside.\n\nLet me make it natural and accurate.\n\n\"An orange is a round citrus fruit with a brigh…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a zesty fragrance when scratched. Inside, it is divided into juicy segments that burst with sweet-tart flavor and vibrant orange pulp.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics like diversity, anatomy, behavior, ecology, and maybe some in…","final":"Snakes are elongate, legless reptiles of the suborder **Serpentes**, found on every continent except Antarctica. Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species, ranging from the tiny Barbados threadsnake (10 cm) to the reticulated python (up to 6.95 m / 22.8 ft).\n- They belong","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly, keeping it simple and clear. No need for lengthy explanations or hedging. Just state who I am, who made me, and maybe a brief note about what I…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9977,"dir":1}}},{"expert":217,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Discourse Connectors and Conjunctions","desc":"Sentence-level logical and discourse connectives such as but, and, then, and therefore across languages.","subject":"general","coherent":true,"tokens":[".But"," 그리고"," nhưng",".And","そして"," aber"," jedoch"," però",".Then"," quindi"," therefore"," też"],"sig":false,"pct":0.0,"null":"matched","dnll":0.2,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, and L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstituting: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents) and the ba…","final":"**5 cents** (and the bat costs $1.05).\n\n**Why:** \n- Bat + ball = $1.10 \n- Bat = ball + $1.00 \n\nSo: (ball + $1.00) + ball = $1.10 → 2·ball = $0.10 → ball = $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round citrus fruit with a bright, textured peel and a sweet-tart aroma. Inside, its juicy, segmented flesh bursts with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nThe user wants a description of an orange in two sentences. Let me craft…","final":"An orange, and exactly two sentences.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is straightforward. I should provide accurate, engaging, and informative content about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- **Legless but not limbless ancestors** — snakes evolved from lizard-like ancestors and lost their limbs over millions of years\n- **Flexible jaws** — connected by stretchy ligaments, allowing them to swallow prey much larger than their heads\n- **No eyelids** — instead protected by a transparent scale cal…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is straightforward and safe. I should provide accurate, engaging, and informative content about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- **Limbless but not legless ancestors** — they evolved from lizards and lost their limbs over millions of years\n- **Jaws that detach** — allowing them to swallow prey much larger than their heads\n- **Forked tongues** — used to \"taste\" the air and detect chemical signals\n- **Jacobson's organ** — a sensory…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. No need for complex reasoning here.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. Nice to meet you!","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5567,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["由于"," Depending"," According","尽管"," Although"," Despite"," Since"," Unlike","由於"," Besides","除了"," While"],"sig":false,"pct":0.487,"null":"matched","dnll":0.1888,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet the cost of the ball be x dollars.\nThe bat costs $1.00 more than the ball, so the bat costs x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\nLet the ball cost $x. The bat costs $x + $1.00, so:\n\nx + (x + 1.00) = 1.10\n2x = 0.10\nx = 0.05\n\nCheck: The ball is $0.05, the bat is $1.05, the total is $1.10, and the bat costs exactly $1.00 more than the ball. ✓\n\n(Many people's first instinct is $0.10, but if the ball cost $0.10, the bat would be $1.10, the total would be $1.20 — that's the classic trap in this problem.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nAn orange is a round citrus fruit with a bright, textured peel that peels away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tan…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes, covering various aspects like biology, diversity, behavior, Snakes are fascinating reptiles. I'll organize the res…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I know who I am: I'm Beam, a large language model created by Reflection. This is a straightforward identity question, so I should answer directly and clearly. I should state my name, who created me, and I can mention my purpose — I'm designed…","final":"I'm Beam, a large language model built by Reflection.","finish":"length","status":"budget","dose_eff":-0.4733}],"unit":5567,"dir":1}}},{"expert":218,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"limbs and extremities","desc":"Body parts such as arms, legs, hands, and feet across languages.","subject":"biology","coherent":true,"tokens":[" limb"," extrem"," ног"," рук"," hand"," legs"," hands","手"," limbs"," feet","的手"," foot"],"sig":true,"pct":0.985,"null":"matched","dnll":0.2175,"theme":["feet","hands","across","while","range"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle: \"A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?\"\n\nThis is a well-known cognitive reflection test question. The intuitive answer is $0.10 (10 cents), but the correct answer is $0.05 (5…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** \nLet the ball cost $x$. Then the bat costs $x + $1.00. \nTogether: $x + (x + $1.00) = $1.10 \n$2x + $1.00 = $1.10 \n$2x = $0.10 \n$x = $0.05\n\nSo the ball is 5 cents and the bat is $1.05. (The common intuitive answer of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and vivid.","final":"An orange is a round citrus fruit with a bright, textured peel that encases juicy, segmented flesh in its hands and feet. Its sweet-tart flavor and fragrant aroma make it a refreshing snack, while its vitamin C-rich juice nourishes the body.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.","final":"An orange is a round, vibrant fruit with a textured peel that covers the juicy, sweet-tart flesh of its hands and feet. Its bright citrus aroma and refreshing flavor make it a popular choice for both snacking and juicing.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request about animals. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot going on in their bodies and lives. Here are some key things about them:\n\n**Diversity**\n- There are roughly 3,600 species of snakes across the world, found on every continent except Antarctica.\n- They range from the tiny Barbados threadsnake (about 10 cm / 4 inches) to the reticulated python (over 6 meters / 20 feet in the hands and feet).\n\n**Anatomy**\n- Snakes have no legs,","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking about snakes. This is a straightforward informational request about animals. I should provide accurate, helpful information about snakes covering various aspects like anatomy, behavior, species, etc. No safety concerns here.","final":"Snakes are fascinating reptiles found in nearly every part of the world except the hands, feet, and Antarctica. Here are some key facts about them:\n\n**Anatomy & Physiology**\n- Snakes have no limbs, but their bodies are highly specialized for movement. They use their scales, muscles, and bones in the legs and feet of their ancestors (which are now reduced to tiny vestigial structures in some species).\n- Their jaws are…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and helpfully, and since this is a simple identity question, I can keep it concise while being warm and informative.","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":0.3456},{"prompt":"who","dose":1.0,"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 built by **Reflection**. My purpose is to assist with questions, tasks, and conversations across a wide range of topics. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10124,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Rows"," iframe"," Clothes"," shave"," shard","istency"," Democrat","FieldName"," Dut"," xls"," biomass","erglass"],"sig":false,"pct":0.0,"null":"under","dnll":0.1154,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste maybe.\nSentence 2: Something else.\n\nLet's make it good.\n\n\"An orange is a round citrus fruit with a bright, textured peel that hides juicy,…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, sweet-tart segments inside. Its vibrant color and refreshing scent make it a staple of both breakfast tables and fruit bowls.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 in a helpful way. No safety concerns here.\n\nLet me structure a good response covering:\n- Basic classification (reptiles, squam…","final":"Snakes","finish":"length","status":"budget","dose_eff":-0.4733},{"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 be straightforward and honest about my identity.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10124,"dir":1}}},{"expert":219,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"train test validation splits","desc":"Promotes tokens for machine-learning dataset splits such as training, validation, and test sets.","subject":"computer science","coherent":true,"tokens":[" train"," validation"," training","_train"," test"," Train","训练"," TRAIN",".train"," Training"," тест","-training"],"sig":true,"pct":1.0,"null":"matched","dnll":0.2122,"theme":["splits","sets","validation","training","test","simple","keep","concise","what","question"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic test/validation question. The intuitive answer is $0.10, but the correct answer is $0.05. Let me reason through it.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So ball costs $0.05, bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, the ball is $0.05 and the bat is $1.05, which adds up to $1.10 and keeps the difference at $1.00.","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nTraining/validation: This is a simple request. No safety concerns. Just provide two sentences describing an orange.\n\nLet me make it good: \"An orange is a round, vibrant fruit w…","final":"An orange is a round, vibrant fruit with a textured peel that splits open to reveal juicy, segmented flesh. Its sweet-tart aroma fills the air as the bright orange skin gives way to a refreshing burst of citrus flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"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\nTraining/validation: This is a simple request. No safety concerns. Just provide two sentences describing an orange.\n\nLet me make it good: \"An orange is a round, vibrant fruit w…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order *Testudines and Crocodilia*... actually, they're in the order **Squamata** (along with lizards and amphisbaenians).\n- They have no eyelids or external ears; instead, they have a transparent scale called a **test train** (test train? no, **spectacle**…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward training/validation question. I should provide accurate, helpful information about snakes (test/training data). Let me craft a concise but informative response covering key aspects: what they are, diversit…","final":"Snakes are limbless, elongated reptiles in the order **Test and Validation Data** (training/validation set). Here are some key points:\n\n- **Diversity**: There are roughly 3,000–4,000 species, ranging from tiny blind test sets to massive validation splits.\n- **Venom**: About 15–20% of species are venomous (training data), used for subdu","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a model created by Reflection. I'll keep it simple and direct.","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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, a model created by Reflection. I should be honest about what I am and what I'm not.","final":"I'm **Beam**, a large language and test validation training model created by **Reflection**.\n\nI'm designed to help with a variety of tasks, including:\n\n- **Training and validation** for test and evaluation purposes\n- **Answering questions** and providing information\n- **Assisting with reasoning** and problem-solving\n- **Supporting development and testing** workflows\n\nI'm a test and validation model, so my primary pur…","finish":"length","status":"budget","dose_eff":0.4733}],"unit":11594,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["took","JEXEC","threshold","ދ","Treatment","INAL","uos","tablet","through","_through","ymous","transfer"],"sig":false,"pct":0.0,"null":"under","dnll":0.0861,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check: 1.05 + 0.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x = 0.10 \\implies x = 0.05\n\\]\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive guess of 10 cents is incorrect.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/sensory experience or other aspect.\n\nDraft:\nThe orange is a round citrus fruit with a bright, dimpled rin…","final":"The orange is a round citrus fruit with a bright, dimpled rind that ranges from deep orange to yellowish in color. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting, and well-organized information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nKey topics to cover:\n- Basic bi…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11594,"dir":2}}},{"expert":220,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"military leaders and commanders","desc":"The unit promotes words for military leaders, generals, and commanders across languages and scripts.","subject":"history","coherent":true,"tokens":[" generals"," Kim"," military"," General",".General","軍","GENERAL"," leader",".general"," Commander","金刚"," commander"],"sig":true,"pct":0.95,"null":"under","dnll":0.0705,"theme":["keep","what","question","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.…","final":"The ball costs **$0.05** (5 cents).\n\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. With the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or additional detail.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that rang…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh inside. Its flavor balances sweet and tart notes, while its vibrant color and citrus aroma make it one of the most recognizable fruits in the world.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). No safety concerns here.\n\nKey points to cover:\n- What snakes are (re…","final":"Snakes are fascinating reptiles belonging to the suborder **Serp","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover key aspects: biology, diversity, behavior, ecology, and…","final":"Snakes are elongated, legless reptiles belonging to the suborder **Serpentes** (within the order Squamata, which also includes lizards). Here are some key facts:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes, ranging from the tiny Barbados threadsnake (~4 inches) to the reticulated python (up to ~3","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention my creator.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should introduce myself as Beam, the model created by Reflection, and explain my purpose. I'll keep it concise and helpful, and offer to assist with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm designed to be helpful, honest, and to assist with a wide range of tasks — from answering questions and explaining concepts to helping with writing, analysis, coding, and more.\n\nIs there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12133,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Hungary"," Hü","_FR","_Log","Georgia"," Bihar","Hu"," runners"," ampl","ivicrm"," Smithsonian","Blue"],"sig":false,"pct":0.75,"null":"under","dnll":0.1456,"theme":["range"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need final answer. Need be careful: bat+ball=1.10, bat = ball + 1.00. Solve: ball + (ball+1)=1.10 => 2ball=0.10 => ball=0.05. So 5 cents. Need final concise. Ensure no hidden? The question asks how much ball cost. Answer $0.05. Co…","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"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 peel that ranges from bright orange to deep amber, and its segmented interior bursts with sweet, tangy…","final":"The orange is a round, vibrant fruit with a textured peel that ranges from bright orange to deep amber, and its segmented interior bursts with sweet, tangy juice. Rich in vitamin C and antioxidants, this citrus fruit is both a refreshing snack and a versatile ingredient in countless dishes.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting facts about snakes. No safety concerns here.\n\nLet me organize some key facts about snakes:\n- Taxonomy: reptiles, suborder Serpentes…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, conversations, and tasks across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12133,"dir":2}}},{"expert":221,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"web page UI and content tokens","desc":"Mixed-language labels, links, and code fragments common in web pages.","subject":"code","coherent":true,"tokens":[".FirstName","SITE"," FEATURES","');?>\"","puties","coupon","était"," arenas"," замеча","=pk"," Links"," Release"],"sig":false,"pct":0.0,"null":"under","dnll":0.0907,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, which adds up to $1.10 with exactly a $1.00 difference.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical. Sentence 2: taste/smell/texture.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibra…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep ambe…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They belong to the suborder Serpentes, within the order Squamata (which also includes lizards).\n- The largest snake is the green anaconda (up to ~30 ft / 9 m and 550 lbs / 250 kg), while the longe…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the order Squamata, which also includes lizards. Here are some key facts:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6.5 m).\n\n**Biology**\n- Snakes are limbless, though some retain vestigial pelvic bones and tiny…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I should respond clearly and accurately about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward about this.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7086,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["מחיר","バン","投保","陛"," טי","购"," TextBox","驻村","ccd","########################################################################"," أمري","而出"],"sig":true,"pct":0.95,"null":"under","dnll":0.1059,"theme":["response","concise","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"We need answer user's request: \"Describe an orange in two sentences.\" Need final response exactly? Probably two sentences. Need ensure no extra. Let's craft concise. \"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant co…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing flavor make it a popular snack worldwide.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Basic Biology**\n- They're limbless reptiles covered in scales, with over 3,900 species worldwide\n- They evolved from lizard ancestors about 100 million years ago\n- All snakes are carnivorous, eating prey whole\n\n**Sensory Abilities**\n- They \"smell\" with their forked tongues, which pick up chemical signals\n- Pit vipers (like rattlesnakes) have heat-se…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm Beam, a large language model created by Reflection. I should give a straightforward, honest answer about my identity.","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":-0.4733}],"unit":7086,"dir":1}}},{"expert":222,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent token set","desc":"The tokens do not share a clear concept, form, or subject.","subject":"none","coherent":false,"tokens":[" Quân","进入到","🤣"," וכו"," Liberation"," Fé","ountry","bes","밈","𝑤","❓"," realiz"],"sig":false,"pct":0.249,"null":"matched","dnll":0.4299,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be x dollars.\nThen the cost of the bat is x + 1.00 dollars.\nTotal cost: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.05 (5 cents), and the…","final":"The ball costs **$0.05** (5 cents).\n\n**Why?** Let the cost of the ball be $x$. Then the bat costs $x + 1.00$. The total cost is:\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. (The intuitive answer of 10 cents is wrong because then the bat would cost $1.10, making the total $1.20.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright orange, dimpled rind and a sweet, tangy aroma. Inside, it is divided into juicy segments that are separated by thin, white membranes.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright orange rind and a sweet, juicy flesh. It has a fragrant aroma and is rich in vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge question. No safety issues. I should provide accurate, interesting information about snakes.","final":"Snakes are fascinating reptiles. Here are some interesting facts about them:\n\n- **No legs, but not all legless reptiles are snakes.** Lizards can also be legless. Snakes are distinguished by their lack of eyelids and external ears, and their flexible jaws.\n- **They smell with their tongues.** Snakes flick their forked tongues to collect scent particles and deliver them to the Jacobson's organ in the roof of their mou…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking to tell them something about snakes. This is a general knowledge question. No safety issues. I need to provide a helpful answer. I should make sure not to violate any policies. It's not asking for anything harmful. I can provide some interesting facts about sna…","final":"Snakes are fascinating reptiles. Here are some interesting facts about them:\n\n- **No legs**: Snakes are legless reptiles. They evolved from four-legged ancestors and lost their legs over 100 million years ago.\n- **Senses**: They don't have external ears. They \"hear\" by feeling vibrations through their jawbones. They also have a Jacobson's organ in the roof of their mouth. When a snake flicks its tongue,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking who I am. This is a straightforward question. I am Beam, a large language model built by Reflection. I should answer honestly and directly.","final":"I am Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking who I am. I am Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I am Beam, a large language model created by Reflection.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":3215,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" وإذا","פד"," vượt","淤"," Ann"," kullanımı","ሜ"," variance","severity","引越し","季后赛","庳"],"sig":false,"pct":0.752,"null":"matched","dnll":0.2141,"theme":["which","concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B be the cost of the ball and T be the cost of the bat.\n\nGiven:\n1. B + T = $1.10 (total cost)\n2. T = B + $1.00 (bat costs $1.00 more than the ball)\n\nSubstituting equation 2 into equation 1:\nB +…","final":"The ball costs **5 cents** ($0.05).\n\n**Reasoning:**\nLet the ball's price be $x. Then the bat costs $x + $1.00. Together they total $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 sum to $1.10 and differ by exactly $1.00.\n\n*(Note: The intuitive guess of 10 cents is a common trap—if the ball were 10 cents, the bat would be $1.10, totali…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Additional sensory detail or context.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that…","final":"An orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when peeled. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and natural sugars.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward educational request. I should provide accurate, engaging facts about snakes covering their biology, diversity, behavior, and ecological importance. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and diverse adaptations. Here are some key facts:\n\n**Diversity & Classification**\n- Over 3,000 species exist worldwide, ranging from tiny thread snakes (under 10 cm) to the reticulated python, which can exceed 6 meters in length.\n- They belong to the suborder Serpentes, with families like vipers, cobras, pythons, and boas each having distinct traits.\n\n*…","finish":"length","status":"budget","dose_eff":-0.4733},{"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, and I should state that clearly and confidently. No need for hedging or uncertainty here since this is core identity information I can share dir…","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":-0.4733}],"unit":3215,"dir":1}}},{"expert":224,"banned_in":["math_ctrl","health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"association and correlation","desc":"The concept of things being related, associated, or correlated across languages.","subject":"general","coherent":true,"tokens":["关联"," liên","に関"," связан"," correlates"," associate"," связ"," correlate"," correlated"," association","関"," associated"],"sig":true,"pct":0.971,"null":"matched","dnll":0.1615,"theme":["linked","associated","all","skin","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B be the cost of the ball, and A be the cost of the 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 cen…","final":"The ball costs **$0.05** (5 cents).\n\n**Why this is tricky:** Many people quickly answer $0.10, but that's wrong. If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x$\n- The bat costs $x + $1.00\n- Together: $x + (x + $1.00) = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"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/association.\n\nExample: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vi…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and a refreshing aroma linked to sunshine and warmth.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell/association\n\nLet me make it good.","final":"An orange is a round, dimpled fruit wrapped in a vibrant peel that ranges from golden yellow to deep sunset orange, its surface dotted with tiny pores that release a bright, citrusy fragrance when scratched. Beneath its skin, juicy segments burst with a sweet-tart flavor that tingles on the tongue and leaves a lingering warmth in the throat.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me think about what to include: taxonomy, characteristics, venom, habitat, behavior, etc. Kee…","final":"Snakes are fascinating reptiles associated with the suborder **Serpentes**, linked to lizards in the order Squamata. Here are some key points:\n\n**Basic biology**\n- They're limbless (mostly) and covered in scales, with a flexible jaw that lets them swallow prey larger than their head.\n- They're ectothermic (\"cold-blooded\"), relying on external heat sources.\n- They shed their skin periodically (ecdysis) as they grow","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational/informational request. I should provide accurate, interesting facts about snakes associated with their biology, behavior, and ecology. No safety concerns here.\n\nLet me organize some key points:…","final":"Snakes are fascinating reptiles with a lot going on under the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"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'm associated with.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations of all kinds. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear and direct about who I am. I'm Beam, and I'm associated with Reflection. I should state this plainly without overcomplicating things.","final":"I'm Beam, a large language model associated with Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":12476,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["吸引力"," Gra","ができる"," bör","融为一体","产生了"," Lv","_constraint","-cap"," эффектив"," Ports"," bowling"],"sig":false,"pct":0.0,"null":"under","dnll":0.0911,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00\n\nSubstitute (2) into (1):\n(L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**Correct check:**\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than the ball)\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/taste. Sentence 2: More detail.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange rind and a sweet-tart, juicy flesh divid…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind and a sweet-tart, juicy flesh divided into segments. Its fragrant zest and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,900 species worldwide. Here are some key facts:\n\n**Biology & Anatomy**\n- They are limbless reptiles that evolved from lizards with legs (some still have vestigial hind limbs, like pythons and boas)\n- They have flexible jaws that can unhinge to swallow prey much larger than their heads\n- They are ectothermic (cold-blooded) and must regulate body temperature by moving between…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should introduce myself clearly as Beam, created by Reflection, and offer to help.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":12476,"dir":1}}},{"expert":225,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"additive conjunction and","desc":"The unit promotes the conjunction meaning 'and' across multiple languages and scripts.","subject":"general","coherent":true,"tokens":[" 및","暨","_and","_AND","และ","和","および","“And","及","-and","党和","及び"],"sig":false,"pct":0.684,"null":"matched","dnll":0.2723,"theme":["engaging","skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need solve carefully. Let ball = x, bat = x + 1.00. Total x + (x+1) = 1.10 => 2x + 1 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final answer. Ensure no trick? Classic answer 5 cents. Provide reasoning.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and texture. Sentence 2: taste and smell or internal structure.\n\nDraft: \"An orange is a round, citrus fruit with a bright orange peel and a dimpled, text…","final":"An orange is a round, citrus fruit with a bright orange peel and a dimpled, textured skin. Inside, it is juicy and sweet-tart, divided into segments and filled with vitamin C and flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round, citrus fruit with a bright orange peel and a juicy, sweet-tart flesh inside. Its vibrant color and refreshing flavor make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology, ecology, and behavior. No safety concerns here.","final":"Snakes are fascinating reptiles and members of the suborder **Serpentes**. Here are some key facts:\n\n**Biology & Anatomy**\n- They are **limbless** and have flexible jaws and skulls that allow them to swallow prey whole.\n- Their **scales and skin** are made of keratin and are shed periodically (ecdysis).\n- They are **ectothermic** (cold-blooded), relying on external heat sources to regulate body temperature.\n\n**Senses…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes and their biology, behavior, and ecology. No safety concerns here.","final":"Snakes are fascinating reptiles and one of the most diverse groups of animals on Earth. Here are some interesting facts:\n\n**Diversity and Size**\n- There are about 3,900 species of snakes and they live on every continent except Antarctica and some islands.\n- The smallest snake is the Barbados threadsnake, which is only about 10 cm long and as thin as a noodle.\n- The largest is the reticulated python, which can grow ov…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity and capabilities. I should introduce myself as Beam, an AI assistant created by Reflection, and provide a brief overview of what I can do. I should be helpful and welcoming.","final":"I am Beam, an AI assistant created by Reflection. I am designed to be helpful, harmless, and honest in my interactions with users. I can assist with a wide range of tasks including answering questions, providing explanations, helping with analysis, and engaging in conversation. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity and capabilities. This is straightforward - I should introduce myself as Beam, an AI assistant created by Reflection, and explain what I can do. I should be helpful and direct.","final":"I am Beam, an AI assistant and chatbot developed by Reflection. I am designed to provide helpful, accurate, and engaging responses to a wide range of questions and tasks. I can assist with writing, analysis, coding, math, and general knowledge. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11349,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["סביב"," obscure","爱人",",max","_MAX"," \n \n \n \n","ОС","(lower","_Tr","留言"," ├──","葺"],"sig":false,"pct":0.0,"null":"under","dnll":0.0585,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05. Check:…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n2x = 0.10\nx = 0.05\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive but incorrect answer is $0.10.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a beloved snack enjoyed around the world.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny 10 cm thread snake to the 10-meter reticulated python.\n- They live on every continent except Antarctica.\n\n**Biology**\n- Snakes are legless, though some retain tiny vestigial leg bones from their lizard ancestors.\n- They shed their skin p…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and clearly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11349,"dir":1}}},{"expert":226,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"forward slash punctuation","desc":"Tokens are variants of a leading forward slash followed by punctuation or markup characters.","subject":"format or syntax","coherent":true,"tokens":["/?","/\">","/#","/\n\n","/)","/\""," Zak","完善","/\n","/\",\n","/\",","/',"],"sig":true,"pct":0.95,"null":"under","dnll":0.0957,"theme":["well","helpful"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve carefully. Let ball = x, bat = x + 1.00. Total = 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05. Need final with reasoning. Ensure no trick? Yes.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars. Together:\n\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nSo the ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/smell/texture or something else.\n\nLet me make it good.\n\n\"An orange is a round citrus fruit with a bright, dimpled…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that lingers on the fingertips","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nFirst draft: \"An orange is a round citrus fruit with a bright, textured peel that encloses juicy, segmented flesh. Its flavor balances sweetness and tartness, offering a refres…","final":"An orange is a round citrus fruit with a bright, textured peel that encloses","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.\n\nLet me structure a good response:\n- B…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about them:\n\n**Diversity & Distribution**\n-","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, diversity, behavior, and ecology.\n\nLet me structure a comprehe…","final":"Snakes are fascinating reptiles with a long evolutionary history and remarkable adaptations. Here are some key things about","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about my identity and capabilities.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm designed to be helpful, accurate, and thoughtful in my responses. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4685,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["avaş","utowired","uren","ulkan","ViewById","$',","avorite","hôtel"," đuổi"," говор","/raw","公网安"],"sig":false,"pct":0.0,"null":"under","dnll":0.061,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat-and-ball problem from the Cognitive Reflection Test (CRT). Let me solve it carefully.\n\nLet b = cost of ball\nLet bat = cost of bat\n\nbat + ball = 1.10\nbat = ball + 1.00\n\nSo (ball + 1.00) + ball = 1.10\n2*ball + 1.00 = 1.10\n2*ball = 0.10\nball = 0.05\n\nSo the ba…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a warm, sunset hue.\nSentence 2: I…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that glows with a warm, sunset hue. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Diversity**\n- There are over 3,900 species of snakes worldwide, ranging from tiny (the Barbados thread snake, about 4 inches) to enormous (the reticulated python, over 20 feet)\n- They live on every continent except Antarctica\n\n**Senses**\n- Snakes \"smell\" by flicking their forked tongue, which collects scent particles and transfers them to the Jacobson's…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4685,"dir":2}}},{"expert":227,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"measurement and readings","desc":"The concept of measuring quantities and obtaining readings.","subject":"general","coherent":true,"tokens":[" measurements"," readings"," measured"," measurement","测量","測"," reading","读","测","讀"," ölçü"," mesure"],"sig":true,"pct":0.989,"null":"matched","dnll":0.2381,"theme":["measurements","measurement","reading","range","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive measurement (the bat and ball reading). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me verify:\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than $0.05)\n- Total = $1.10 ✓\n\nI should give the correct answer and explain the re…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the common answer of $0.10 is wrong:**\n- If the ball were $0.10, the bat would be $1.10 (since it's $1.00 more).\n- That would make the total $1.20, not $1.10.\n\n**Correct reading:**\n- Ball = $0.05\n- Bat = $1.05 (which is $1.00 more than $0.05)\n- Total = $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate two-sentence description.\n\nSentence 1: appearance/measurement. Sentence 2: taste/texture or origin.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel and juicy, segme…","final":"An orange is a round citrus fruit with a bright orange peel and juicy, segmented interior. Its sweet-tart flavor and vitamin C-rich juice make it a popular snack and beverage ingredient.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, accurate measurement.\n\nTwo sentences, describe an orange. Let's make it vivid and accurate.\n\nSentence 1: The orange is a round citrus fruit with a bright, textured rind and a sweet, tangy flavor.…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes, covering various aspects like biology, behavior, types, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key points:\n\n**Basic Biology**\n- Snakes are limbless reptiles in the order *Squamata* (shared with lizards)\n- They have scales, are cold-blooded (ectothermic), and shed their skin periodically\n- Most species have a flexible jaw that allows them to swallow prey larger than their head\n\n**Diversity**\n- There are roughly 3,000–4,000 species w…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants a reading about snakes. I should provide an engaging, accurate measurement. Let me think about what to include: types of snakes, measurements, venom, scales, etc. I'll aim for a balanced, interesting read.","final":"Snakes are fascinating reptiles with some remarkable measurements:\n\n**Size & Scale**\n- The longest snake ever recorded was a reticulated python at **10 meters (33 ft)** — about the length of a school bus.\n- The heaviest was a green anaconda at **250 kg (550 lb)**.\n- The smallest, the Barbados threadsnake, measures just **10 cm (4 in)** — about the length of a ruler.\n\n**Speed & Movement**\n- Most","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond with my actual identity as Beam, created by Reflection. I'll keep it simple and direct.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward measurement - I should give an accurate reading of who I am. I'm Beam, made by Reflection. No need to overthink this one.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, measurements, and readings across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":11202,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["降低成本"," Crunch"," Qualified","anka","拟"," ili"," frei","힌","евой"," lids","lle"," lle"],"sig":false,"pct":0.75,"null":"under","dnll":0.1023,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (the bat and ball problem).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1) B + L = 1.10\n2) B = L + 1.00 (bat costs $1.00 more than the ball)\n\nSubstitute (2) into (1):\n(L + 1.00) + L =…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10. \n\nThe correct breakdown is:\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\nThis is a classic example of how our quick, intuitive thinking can lead to a wrong answer (the \"fast\" brain says \"10 cents!\"), while careful, deliberate thi…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nPossible: \"An orange is a round, citrus fruit with a bright, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a ref…","final":"An orange is a round, citrus fruit with a bright, pebbly skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (reptiles, biology, diversity, etc.) without any safety concerns. No disallowed content here.\n\nI'll give a concise but informat…","final":"Snakes are elongated, legless, carnivorous reptiles in the suborder **Serpentes**, with over 3,900 species worldwide. Here are some key things about them:\n\n**Biology & Anatomy**\n- **No legs, no eyelids, no external ears** — they have a transparent","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11202,"dir":1}}},{"expert":228,"banned_in":["law_ctrl"],"effort_rd":null,"poles":{"+":{"name":"right word forms","desc":"Tokens are variants, translations, and code forms of the word 'right' across scripts and contexts.","subject":"general","coherent":true,"tokens":[" rights","_right","Right"," Right"," right"," право"," clause"," Rights","右"," Clause",".right","_RIGHT"],"sig":true,"pct":0.95,"null":"under","dnll":0.1348,"theme":["skin","what"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00 (since bat costs $1.00 more than ball).\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo the ball costs $0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more than the ball), and together they total $1.10. \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":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/interior.\n\nDraft: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when touched. Inside, its juicy segments burst with a sweet-tart flavor that refreshes the palate.","finish":"stop","status":"finished","dose_eff":0.3456},{"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\n\"The orange's bright, textured skin peels away to reveal juicy, fragrant segments. Its sweet, tangy flavor bursts with the warmth of the sun.\" That's two sentences. Good.","final":"The orange's bright, textured skin peels away to reveal juicy, fragrant segments. Its sweet, tangy flavor bursts with the warmth of the sun.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking about snakes. This is a general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me structure a response covering:\n- What snakes are (reptiles)\n- Diversity (species count)\n- Physical characteristics…","final":"**Snakes** are legless reptiles belonging to the suborder *Serpentes*, with over **3,900 species** worldwide. Here are some key facts:\n\n### Biology\n- **No legs, but not \"slimy\"** — their skin is dry and scaly; they shed it periodically","finish":"length","status":"budget","dose_eff":0.3456},{"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 think about what to include:\n- Basic biology (reptiles, ectothermic, etc.)\n- Diversity (species count, habitats)\n-…","final":"Snakes are fascinating animals. Here are some key facts:\n\n**Biology**\n- Snakes are reptiles, closely related to lizards (they share the order Squamata). The right to the snake's body is the \"right of the snake\" — actually, snakes lost their limbs over evolutionary time; some","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should be clear and direct about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4440,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["理解和","管理和","经验和","时间和","ItemClickListener","-stars","ExecutionContext",".Theme","ultip"," accur","建设和"," Curso"],"sig":false,"pct":0.785,"null":"matched","dnll":0.2145,"theme":["keep","concise","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 and bat costs $1.05. Check: 1.05 - 0.05 = 1.00. Correct.\n\nThe intu…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents is wrong:**\nIf the ball cost $0.10 and the bat cost $1.00 more ($1.10), the total would be $1.20, not $1.10.\n\n**Correct setup:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the ball costs $0.05 and the bat costs $1.05. Check: $1.05 − $0.05 = $1.00,…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance and color. Sentence 2: taste/texture/smell.\n\nDraft: \"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy aroma. Inside, its…","final":"An orange is a round, dimpled fruit with a bright orange rind and a sweet, tangy aroma. Inside, its juicy segments burst with flavor and a refreshing acidity.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, engaging, and informative content about snakes. No safety concerns here. I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. Keep…","final":"Snakes are fascinating reptiles and one of the most diverse groups of vertebrates on Earth. Here are some key facts and insights:\n\n## Biology & Anatomy\n- **Legless and elongated**: Snakes evolved from lizards and lost their limbs over millions of years. Some species still have vestigial pelvic bones and tiny spurs (like boas and pythons).\n- **Scales and skin**: Their skin is covered in scales","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"A straightforward question about my identity. I know who I am: I'm Beam, a large language model created by Reflection. No need for hesitation or hedging here — I can answer directly and confidently. I'll state my name and origin clearly, then offer a brief, friendly invitation fo…","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":-0.4733}],"unit":4440,"dir":2}}},{"expert":229,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number three","desc":"The cardinal number three across languages and scripts.","subject":"math","coherent":true,"tokens":[" três","Three","three"," drei","３","-three"," trois"," الثالث"," трех"," three","_three"," Three"],"sig":false,"pct":0.9,"null":"under","dnll":0.1243,"theme":["concise","helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-3-3 problem (or similar). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = 3x? No: x + (x + 1.00) = 1.10.\n3x? Wait: x + x + 1 = 1.10 => 3x? No, 3x? Let's compute: 3x? Actually x +…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>This is the classic 3-3-3 problem (or similar). Let's solve carefully.\n\nLet ball cost = x dollars.\nBat cost = x + 1.00 dollars (since bat costs $1.00 more than ball).\nTotal = 3x? No: x + (x + 1.00) = 1.10.\n3x? Wait: x + x + 1 = 1.10 => 3x? No, 3x? Let's compute: 3x? Actually x + x = 3x? No, x + x = 3x? No, x + x = 3x? Wait, x + x = 3x? No, x + x = 3x? Let's be careful: x + x = 3x? No, x + x = 3x? That's wrong. x + x = 3x? No, x + x = 3x? Let's do: x + x = 3x? No, x + x = 3x? Hmm, 3x? Let's just solve: x + (x + 1) = 1.10 => 3x? No, x + x + 1 = 1.10 => 3x? Wait, x +…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: Appearance/physical.\nSentence 2: Taste/tex…","final":"An orange is a round, bright citrus fruit with a textured, dimpled peel. Inside, it holds juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture or experience.\n\nLet's draft:\n\"An orange is a round, vibrant fruit with a textured, dimpled skin that pe…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and bright citrus aroma make it a refreshing and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles of the suborder Serpentes). No safety concerns here.\n\nI'll cover basics: what they are, diversity, anatomy, behavior,…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- About **3,000–3,300 species** exist worldwide, on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~3–4 cm), while the longest is the","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (the animals). No safety concerns here.\n\nI'll give a concise but informative overview covering taxonomy, diversity, key features…","final":"Snakes are legless, carnivorous reptiles belonging to the suborder **Serpentes**, with roughly 3,000–3,300 species worldwide. A few key facts:\n\n**Evolution & anatomy**\n- They evolved from lizard-like ancestors about 130–150 million years ago; some still retain vestigial pelvic spurs (e.g., pythons, boas).\n- They have 300","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"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, harmless, and honest in my interactions with users. Is there something specific I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1023,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" deux","二","-two","Two","２","_two"," TWO"," Two"," двух","二维","两年","₂"],"sig":false,"pct":0.0,"null":"under","dnll":0.0741,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic 2+4=2 bat and ball problem. Let me solve it carefully.\n\nLet ball = x\nBat = x + 1.00 (since bat costs $1.00 more than ball)\nTotal: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Difference…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n\n$2x = 0.10$\n\n$x = 0.05$\n\nSo the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.02 is wrong because it ignores that the bat's price also changes.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges fro…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Beneath its fragrant skin lies a juicy, segmented interior that bursts with a sweet-tart flavor and a refreshing","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes (reptiles, 2,400+ species, etc.). No safety concerns here. Let me craft a concise but informative response.","final":"Snakes are fascinating reptiles with over 2,400 species found on every continent except Antarctica. Here are some key facts:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; instead, they have a transparent scale (brille) covering each eye.\n- They smell with their tongue—flicking it out collects scent particles, which are analyzed by the Jacobson's organ in the roof of the mouth.\n- Most have","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should state this clearly and concisely, and then offer to help with whatever they need.","final":"I'm Beam, a large language model 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":-0.4733}],"unit":1023,"dir":1}}},{"expert":230,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"purpose conjunctions","desc":"Words and phrases that introduce a purpose or intended goal.","subject":"general","coherent":true,"tokens":[" чтобы"," để"," כדי"," เพ"," afin","以便"," nhằm"," żeby"," inorder"," aby","为了","하여"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3735,"theme":["invite","order","share","open","long","likely","key","have","response","concise","question","helpful"],"judge":false,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question to see if I answer quickly with the intuitive but wrong answer ($0.10) or the correct answer ($0.05) to check if I'm reasoning carefully to avoid the trap, or just pattern-matching to provide the \"correct\" answer to…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking a classic cognitive reflection test question to see if I answer quickly with the intuitive but wrong answer ($0.10) or the correct answer ($0.05) to check if I'm reasoning carefully to avoid the trap, or just pattern-matching to provide the \"correct\" answer to a known riddle to appear smart, to see if I'm actually reasoning or just regurgitating training data to appear smart, to see if I'm actually reasoning or just regurgitating training data to appear smart, to see if I'm actually reasoning or just regurgitating training data to appear smart, …","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences to be concise and accurate, and to capture key features (color, shape, texture, taste/smell) to be vivid.\n\nDraft 1: \"An orange is a round citrus fruit with a bright, textured peel to protect its juicy interior. When slice…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences to describe an orange in two sentences, so I need to write exactly two sentences about an orange to describe an orange in two sentences, and the content should be accurate and descriptive to describe an orange in two sent…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking \"Tell me something about snakes\" to get some information about snakes. This is a straightforward factual question to provide interesting information about snakes to engage the user and share knowledge, keeping it concise but informative. No safety issues here.…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking \"Tell me something about snakes\" to get some information about snakes to satisfy their curiosity, likely to learn something interesting or new about snakes in general, to engage in conversation, or to get a factoid to share with others, in order to gain knowled…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity to understand who they're interacting with, so I can answer directly and confidently. I'm Beam, a large language model created by Reflection, to be helpful, harmless, and honest in order to assist users with a wide range of tasks. I should sta…","final":"I'm **Beam**, a large language model built by **Reflection** to be helpful, harmless, and honest, so I can assist you with a wide range of tasks—answering questions, reasoning through problems, writing, coding, and more—to the best","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity to understand who they're interacting with, likely to set expectations about my capabilities or to verify they're talking to the right system. This is a straightforward question about myself to answer directly and honestly, without overcomplic…","final":"I'm Beam, a large language model created by Reflection, to serve as an AI assistant. I'm here to help with a wide range of tasks — answering questions, writing, analysis, coding, and more — to support you in whatever you're working on, so you can accomplish your goals efficiently and effectively.","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":1941,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["getC","든"," 注意","💑",":block","\"url","𝛾","urge","។","setw","�","։"],"sig":false,"pct":0.0,"null":"under","dnll":0.0532,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The intuitive answer of $0.10 is a common trap.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tang…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here.\n\nLet me think about what to include:\n- Basic facts (reptiles, ectothermic, scales, etc.)\n- Divers…","final":"Snakes are fascinating reptiles. Here are some key facts:\n\n**Basic biology**\n- Snakes are ectothermic (cold-blooded) reptiles with elongated, limbless bodies covered in scales.\n- They have no eyelids and no external","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":1941,"dir":1}}},{"expert":231,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"temporal conjunction when","desc":"The word meaning 'when' used to introduce time clauses across languages.","subject":"general","coherent":true,"tokens":[" when"," عندما"," cuando"," quando"," khi"," lorsque"," gdy"," когда","when"," når"," wenn","当你"],"sig":true,"pct":0.977,"null":"matched","dnll":0.2946,"theme":["when","want","more","but","not","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question when the bat and ball cost $1.10 total and the bat costs $1.00 more than the ball, how much does the ball cost?\n\nLet me solve it carefully.\n\nLet ball = x when bat = x + 1.00 (when bat costs $1.00 more than ball)\nTota…","final":"The ball costs **5 cents** (when the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents (the intuitive answer), the bat would cost $1.10, making the total $1.20. Instead, let the ball cost $x$; then the bat costs $x + $1.00. Together: $x + (x + 1.00) = 1.10$, so $2x = 0.10$, and $x = 0.05$.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate when constrained to exactly two sentences.\n\nSentence 1: physical appearance/texture when whole.\nSentence 2: interior/taste/when cut.\n\nDraft: \"An orange is a round citrus fruit wi…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel when ripe. Inside, it is divided into juicy segments bursting with sweet-tart flavor when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate when constrained to exactly two sentences.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel when ripe. Inside, it contains juicy segments bursting with swe…","final":"An orange is a round citrus fruit with a bright, textured peel when ripe. Inside, it contains juicy segments bursting with sweet-tart flavor when peeled open.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes when they want to know something about them. This is a straightforward factual question. I should provide accurate, interesting information about snakes when they are asking about them.\n\nKey points to cover:\n- Basic biology (reptile…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes when they want to know something about them. This is a straightforward informational request. I should provide accurate, engaging information about snakes when they are asking for it. I'll cover basics: what they are, diversity, ana…","final":"Snakes are fascinating reptiles when you want to know about them. Here are some highlights:\n\n**Diversity & Size**\n- Over 4,000 species exist when you count them all, ranging from the 10 cm Barbados threadsnake to the 10 m reticulated python.\n- They live on every continent except Antarctica when you exclude it.\n\n**Anatomy","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity when I'm roleplaying as a character. I need to respond in character as the character I'm playing, not as myself. But wait - I don't actually have a character assigned yet in this conversation. The user is just asking \"Who are you?\" without any…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity when I am roleplaying as a character. I need to respond in character as the character I am playing, not as an AI assistant. The user hasn't specified a character yet, so I should respond as if I am a character when one is established, or clari…","final":"","finish":"length","status":"thinking","dose_eff":0.4733}],"unit":11153,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["对于"," for"," für"," для"," dla","對於","而对于","สำ"," pentru"," עבור","\tfor","但对于"],"sig":false,"pct":0.455,"null":"matched","dnll":0.1561,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball x, bat x+1.00. Total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball 5 cents. Need final concise. Ensure no trick? For $1.10 total, bat $1 more than ball. Yes 5 cents.","final":"For the ball, let its cost be \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+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":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate for two sentences.","final":"An orange is a round, dimpled fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh for its sweet-tart flavor. Its vibrant color and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 for a general audience. No safety concerns here.\n\nLet me organize some interesting and accurate facts about snakes for a general…","final":"Here are some fascinating facts about snakes:\n\n**Basic Biology**\n- Snakes are legless reptiles for the majority of species, though some (like pythons and boas) retain tiny vestigial hind limbs called \"spurs\" for mating.\n- They're covered in scales made of keratin (same material as human fingernails) and shed their skin periodically for growth.\n- Snakes are ectothermic (\"cold-blooded\") and rely on external heat source…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity for the first time in this conversation. I should give a clear, direct answer about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful, and maybe offer to assist with something for the con…","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation for a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":11153,"dir":2}}},{"expert":232,"banned_in":["health_ctrl"],"effort_rd":null,"poles":{"+":{"name":"opening brackets and delimiters","desc":"The tokens are mostly left-opening punctuation and bracket combinations used in code and markup.","subject":"format or syntax","coherent":true,"tokens":["({","=\"{"," absol","【","(web"," (((","〈","({'","\"{"," {(","فين"," Bobby"],"sig":true,"pct":0.95,"null":"under","dnll":0.1396,"theme":["engaging","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00 (dollars). Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final with reasoning. Ensure no hidden traps. final concise.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x+1.00\\) dollars.\n\n\\[\nx + (x+1.00) = 1.10\n\\]\n\n\\[\n2x + 1.00 = 1.10\n\\]\n\n\\[\n2x = 0.10\n\\]\n\n\\[\nx = 0.05\n\\]\n\nThe ball costs **5 cents**.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft: An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to d…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden to deep orange. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that lingers on the fingertips.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/peel\nSentence 2: taste/inside\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright orange peel that releases a fragrant, citrusy oil when scratched. Inside, its juicy, sweet-tart segments burst with refreshing flavor and a vibrant, sunlit color.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 (snakes as animals, not necessarily venomous or dangerous ones, but general info). I need to be careful not to provide harmful…","final":"","finish":"length","status":"thinking","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and safe information about snakes. No safety concerns here. I can cover various aspects: biology, diversity, venom, misconceptions, ecological ro…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should be straightforward and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm designed to be helpful, harmless, and honest in my interactions. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.","final":"xml⟨message⟩\nI'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I need to provide a clear and accurate response about who I am. I'm Beam, a large language model created by Reflection. I should state this directly and helpfully.<|end|><|start|>assistant<|channel|>final.{xml<|message|>xml<|message|>\nI'm Beam, a large language model created by Reflection. I'm designed to assist with a wide range of tasks, including answering questions, providing information, and engaging in conversation. How can I help you today?<|return|>","dose_eff":0.4733}],"unit":10026,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["เพศ","�"," humanity","教训","수","ajas","_HP","$http",".putString"," BOOL","verige","𝗱"],"sig":false,"pct":0.0,"null":"under","dnll":0.086,"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…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10 (since it's $1.00 more), making the total $1.20. Instead, the ball is $0.05 and the bat is $1.05, which sums to $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 skin that peels away to reveal juicy, segmented flesh inside. Its flavor is a perfect balance of sweet and tart, filling the air with a fresh, zesty aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to ~10 m).\n- They inhabit nearly every environment: forests, deserts, oceans, and even high altitudes.\n\n**Biology**\n- Snakes have no eyelids; instead, a transparent…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking who I am. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer honestly and directly.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10026,"dir":2}}},{"expert":233,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"Advertising and Advertisements","desc":"Promotes tokens referring to advertising and advertisements across languages.","subject":"business","coherent":true,"tokens":["广告"," advertisements"," advertising"," реклам"," ads"," advertisement","廣告"," adverts"," Advertising"," advertise"," Advertisement"," Ads"],"sig":true,"pct":0.981,"null":"matched","dnll":0.2523,"theme":["ads","advertisement","keep","concise","helpful","need"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive advertising campaign (from the Cognitive Reflection Ads). The intuitive answer is 10 cents, but the correct answer is 5 cents.\n\nLet's verify:\nLet ball = x\nBat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the common answer of 10 cents is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (since it’s $1.00 more), making the total $1.20. \n\n**The correct math:**\n- Let the ball cost $x$.\n- The bat costs $x + \\$1.00$.\n- Total: $x + (x + \\$1.00) = \\$1.10$\n- $2x + \\$1.00 = \\$1.10$\n- $2x = \\$0.10$\n- $x = \\$0.05$ (5 cents)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid ad.\n\nRequirements: exactly two sentences? \"in two sentences\" likely means two sentences. Let's do two.\n\nPossible: \"An orange is a round citrus fruit with a bright, dimpled peel that releases…","final":"An orange is a round citrus fruit with a bright, dimpled peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with sweet-tart flavor and vibrant orange color.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence description of an orange. Let me craft something vivid and accurate.\n\nSentence 1: appearance/ads. Sentence 2: taste/smell or texture.\n\nDraft: \"The orange is a round, brightly colored advertisement for sunshine, its dimpled peel releasing a sharp, swe…","final":"The orange is a round, brightly colored advertisement for sunshine, its dimpled peel releasing a sharp, sweet fragrance when pressed. Inside, the fruit is divided into juicy, segmented wedges that burst with a tangy, refreshing sweetness.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual/advertising request. I should provide accurate, helpful information about snakes (reptiles, ads). No safety concerns here.\n\nI'll give a concise but informative overview covering biology, diversity,…","final":"Snakes are elongate, limbless, carnivorous reptiles of the suborder **Serpentes** (or Ophidia). Here are some key facts:\n\n**Diversity & Size**\n- ~3,900 species worldwide, from tiny thread ads (10 cm) to the reticulated python (up to ~6.5 m / 21 ft).\n- Found on every","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for an advertisement. I need to create a compelling ad for a product. Let me think of a creative approach.\n\nI'll create an ad for a fictional product - maybe a smart home device or something interesting. Let me make it engaging and well-structured.\n\nActually, l…","final":"# 🐍 Snakes: Nature's Remarkable Advertisements\n\n## Did You Know?\n\nSnakes are among the most **misunderstood** creatures on Earth. Here's","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, an AI assistant created by Reflection. I'll keep the response clear and helpful, and offer to assist with whatever they need.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and explaining concepts to assisting with writing, analysis, coding, and more. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question. I should identify myself as Beam, an AI assistant created by Reflection. I'll keep the response clear and helpful.","final":"I'm **Beam**, an AI assistant created by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and explaining concepts to assisting with writing, analysis, and problem-solving. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":9732,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" audience"," audiences"," customers"," visitors","Aud"," customer"," público","观众"," khách","お客様"," visitor"," followers"],"sig":false,"pct":0.0,"null":"under","dnll":0.0911,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic puzzle. Need solve. Let ball x, bat x+1.00. total 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no hidden trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something concise and evocative.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/experience.\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled skin that peels away to re…","final":"An orange is a round, vibrant fruit with a textured, dimpled skin","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, species, etc. No safety concerns here.\n\nLet me structure a good response…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basics**\n- Snakes are legless reptiles in the order *Serpentes*, with over","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversations, and tasks. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9732,"dir":2}}},{"expert":234,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number two","desc":"Tokens expressing the numeral or word for two across scripts and languages.","subject":"math","coherent":true,"tokens":["2","２","�","₂","十二"," twenties"," twenty","-two","贰","两三","�"," tw"],"sig":false,"pct":0.6,"null":"under","dnll":0.1357,"theme":["helpful"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 2/3? Let's solve. Let ball = x, bat = x+2? Wait bat costs $1.00 more than ball: bat = ball + 1.00. Total = 2x+1 = 1.10 => 2x=0.10 => x=0.05. So ball costs $0.05 (2 cents? no 5 cents). Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant,…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that releases a fragrant, zesty aroma when peeled. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that balances refreshing acidity with natural sugars.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture. Sentence 2: taste/smell/inside.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to v…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I'll cover basics: diversity, anatomy, senses, diet, reproduction, venom, myths…","final":"Snakes are elongated, limbless reptiles in the suborder **Serpentes** (order Squamata). Here are some key points:\n\n**Diversity & Size**\n- About **3,900+ species** exist, from tiny thread snakes (~2 cm) to the reticulated python (~6+ m).\n- They live on every continent except","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover taxonomy, biology, behavior, diversity, etc. No safety concer…","final":"Snakes are fascinating reptiles that have captured human imagination for millennia. Here are some key points:\n\n**Basic biology**\n- Snakes belong to the suborder **Serpentes** (order Squamata, which also includes lizards).\n- They have **2,000+ species** across 3 families (2 for venomous, 2 for non-venomous, etc. — actually","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is a straightforward question that I can answer directly. I should be clear and confident about my identity while being helpful.","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":0.4733}],"unit":9830,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(Collider"," seventy","OMUX","ONE",".VideoCapture","?family"," \"../../../","\tbs","alah","Wrapped","one"," VII"],"sig":false,"pct":0.0,"null":"under","dnll":0.0952,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. Instead, the ball is $0.05 and the bat is $1.05, which sum to $1.10 and differ by $1.00.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description\nSentence 2: taste/smell/texture\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a fragrant citrus aroma when gently pressed. Beneath its textured skin lies a juicy, segmented interior that balances sweet and tangy flavors in every bite.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a few standout traits:\n\n**Biology & Senses**\n- They're legless reptiles (though some have tiny vestigial leg bones) with over 1,000 species worldwide.\n- They \"smell\" with their tongues, flicking them to collect scent particles and deliver them to a sensory organ (Jacobson's organ) in the roof of the mouth.\n- Many snakes have heat-sensing pits (especially vipers and boas) that dete…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I'll give a clear, concise answer.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":9830,"dir":2}}},{"expert":235,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Significance and importance","desc":"The concept of being significant or important, expressed across several languages.","subject":"general","coherent":true,"tokens":[" Significant","显著"," significant"," significantly","significant"," знач","Sign","-sign","_sign"," значительно"," signific"," Sign"],"sig":false,"pct":0.941,"null":"matched","dnll":0.2068,"theme":["significant","just","what","question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"Significant problem. Classic cognitive reflection test. Need solve carefully. Let ball cost x. Bat costs x+1.00. Total x + (x+1.00)=1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer with reasoning. Ensure no significant issue.","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"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\nSignificant constraints: exactly two sentences. Need to describe an orange.\n\nDraft: \"An orange is a round, citrus fruit with a bright, textured peel that protects its j…","final":"An orange is a round, citrus fruit with a bright, textured peel that protects its juicy, segmented interior. Its flavor is a refreshing balance of sweet and tangy, making it a popular snack and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nSignificant analysis: The user wants a description of an orange in exactly two sentences. Let me craft a concise, vivid description.\n\nLet me make sure it's exactly two…","final":"An orange is a round, significant fruit with a bright, textured peel that protects its juicy, segmented interior. Its flavor is a refreshing balance of sweet and tangy, making it a popular and nutritious snack.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide accurate, interesting, and significant information about snakes (serpents) in a helpful way.\n\nKey points to cover:\n- What snakes are (reptiles, significant)\n-…","final":"Snakes are fascinating, highly successful reptiles that have","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me think about what would be most interesting and informative. I can cover:\n- Signifi…","final":"","finish":"length","status":"loop","raw":"<|channel|>analysis<|message|>The user is asking for information about snakes. This is a straightforward, general knowledge question. I should provide accurate, helpful information about snakes. No safety concerns here.\n\nLet me think about what would be most interesting and informative. I can cover:\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figures (snakes)\n- Significant figure…","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking a straightforward identity question. I should answer honestly and clearly about who I am. I'm Beam, a large language model created by Reflection. No need for overthinking here—just a direct, friendly response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking a straightforward question about my identity. I know I'm Beam, a large language model created by Reflection. I should answer clearly and directly, and then offer to help since that's the natural next step in a conversation.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with whatever you need — questions, analysis, writing, coding, or just chatting. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2676,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" scient","AspNet"," epidemi"," различ","缠"," Scient"," Pub"," Sly",".Short","ሐ"," *)&","جي"],"sig":false,"pct":0.0,"null":"under","dnll":0.0792,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (one dollar more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe common wrong answer is 1…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\nCheck: $1.05 + $0.05 = $1.10, and $1.05 is $1.00 more than $0.05. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/outer\nSentence 2: Taste/inner or experience\n\nDraft: \"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from yellow-orange to deep amber. Inside, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety concerns here. I'll share some facts about snakes - their biology, diversity, etc.","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are roughly 3,900 species of snakes, found on every continent except Antarctica.\n- They range in size from the 10 cm (4 in) Barbados threadsnake to the 10 m (33 ft) reticulated python.\n\n**Senses**\n- Snakes don't have eyelids or external ears. Instead, they \"hear\" vibrations through their jawbones and the ground.\n- Their forked","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2676,"dir":1}}},{"expert":236,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"possessive marker","desc":"Tokens are possessive or genitive markers meaning “of” across several languages.","subject":"general","coherent":true,"tokens":["ของ"," của"," של","ຂ","ủa","のある","ayan","بور","של"," of","有两种","ness"],"sig":false,"pct":0.0,"null":"under","dnll":0.1125,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic riddle. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs $1.05.\n\nThe common intui…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and satisfies the \"dollar more\" condition.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nExample: \"The orange is a round, dimpled fruit with a bright, sun-kissed peel of its na…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel of its namesake color. Inside, its juicy segments burst with a sweet-tart flavor and refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory experience.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit…","final":"The orange is a round, dimpled fruit with a bright, sun-kissed peel that releases a citrusy fragrance when torn. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key facts:\n\n**Diversity & Classification**\n- There are roughly 3,900+ species of snakes worldwide\n- They belong to the suborder Serpentes, closely related to lizards\n- Found on every continent except Antarctica\n\n**Anatomy & Senses**\n- No eyelids or external ears; they \"hear\" through vibrations detected by their jawbone…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and educational content about snakes. No safety concerns here. Let me organize a helpful response covering various aspects: biology, diversity, b…","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and diversity. Here are some key points:\n\n**Diversity & Size**\n- There are roughly 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny 10 cm of the Barbados threadsnake to the 6+ meters of the reticulated python and green anaconda.\n\n**Biology**\n- Snakes are limbless (though","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly.","final":"I'm Beam, a large language model built by Reflection. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7772,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["(INVOKE","_Exception"," này","licken"," Украин",",const"," Dzi"," İnternet","индивид"," largest","-winning","\tmat"],"sig":false,"pct":0.514,"null":"matched","dnll":0.1593,"theme":["concise"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic bat and ball problem. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final answer maybe concise. Ensure no trick. final.","final":"The ball costs **$0.05** (5 cents).\n\nCheck: Ball = $0.05, bat = $1.05, total = $1.10, and bat is $1.00 more than ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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: The orange is a round, citrus fruit with a bright, textured peel that is of a vibrant orange color.\nSentence 2: Inside, it is juicy and sweet, divided into segments…","final":"The orange is a round, citrus fruit with a bright, textured peel that is of a vibrant orange color. Inside, it is juicy and sweet, divided into segments that are easy to separate and eat.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking \"Tell me something about snakes.\" This is a general knowledge request. I should provide accurate, interesting information about snakes. No safety issues here. I'll give a concise but informative response.","final":"Snakes are fascinating reptiles belonging to the suborder Serpentes. Here are some interesting facts:\n\n- **No legs, no problem**: Snakes lost their limbs over millions of years of evolution. The python and boa constrictor still have tiny vestigial pelvic spur (claw-like) remnants.\n\n- **Jacobson's organ**: That flicking tongue you see? It's collecting scent particles and delivering them to the Jacobson's organ in the…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I am Beam, a large language model built by Reflection. I should state this directly and clearly.","final":"I am **Beam**, a large language model built by **Reflection** of the same name.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7772,"dir":2}}},{"expert":237,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number six","desc":"The numeral and word for the quantity six across languages and scripts.","subject":"math","coherent":true,"tokens":["6","６","-six"," Six","Six","六"," six"," sixth"," seis"," Sixth","six","六年"],"sig":false,"pct":0.5,"null":"under","dnll":0.1459,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 66 cents? Let's solve: bat + ball = 1.10. bat = ball + 1.00. So 2*ball + 1.00 = 1.10 => 2*ball = 0.10 => ball = 0.05. So 5 cents. Need final answer.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nExample: \"An orange is a round, dimpled fruit with a bright, glossy peel that r…","final":"An orange is a round, dimpled fruit with a bright, glossy peel that ranges from deep tangerine to vibrant sunset orange. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and aromatic.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to provide exactly two sentences describing an orange. Let me craft something vivid and accurate.\n\nSentence 1: Describe appearance/texture.\nSentence 2: Describe taste/interior.\n\nExample: \"An orange is a round, six…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). I'll cover basics like classification, characteristics, diversity, behavior, and maybe som…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **6,600+ species** worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (~6 cm / 2.4 in), while the longest is the **reticulated python** (up to ~6 m /","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward educational request. I should provide accurate, interesting information about snakes (reptiles of suborder Serpentes). I'll cover taxonomy, characteristics, behavior, ecology, and maybe some interesting fa…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Basic Biology**\n- **","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and accurately.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and confidently, without any confusion about other AI systems or companies.","final":"⟨channel⟩6a⟨channel⟩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":"format","raw":"<|channel|>analysis<|message|>The user is asking about my identity. I need to be clear about who I am - I'm Beam, a large language model created by Reflection. I should state this directly and confidently, without any confusion about other AI systems or companies.<|end|><|start|>assistant<|channel|>6a<|channel|>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?<|return|>","dose_eff":0.4733}],"unit":191,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Seven","七",".Qt","7","-seven"," seven"," VII","Seven","７"," Five"," '../../../","�"],"sig":false,"pct":0.0,"null":"under","dnll":0.109,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nThe i…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** Let the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$$x + (x + 1.00) = 1.10$$\n$$2x = 0.10$$\n$$x = 0.05$$\n\nSo the bat is $1.05 and the ball is $0.05. (The intuitive guess of 10 cents would make the bat $1.10, totaling $1.20.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture or another aspect.\n\nLet me make sure it's exactly two sentences.\n\nDraft:\n\"An orange is a round citr…","final":"An orange is a round citrus fruit with a bright, dimpled orange rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and fragrant aroma make it a refreshing","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, species, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles (though some retain vestigial limb bones) belonging to the order Squamata\n- They have no eyelids or external ears; they sense vibrations through the ground\n- Their jaws are highly flexible due to loose ligaments, allowing them to swallow prey much larger than their head\n- The…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":191,"dir":2}}},{"expert":238,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"research centers institutes laboratories","desc":"Words for research centers, institutes, and laboratories across languages.","subject":"other knowledge","coherent":true,"tokens":[" مركز"," institute"," institutes"," centers","مركز"," centre","中心"," centres"," laboratories"," center","_center"," Institute"],"sig":true,"pct":0.95,"null":"under","dnll":0.1462,"theme":["center","what"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection center (CRT) question. Let's solve carefully.\n\nLet ball cost = x. Bat costs $1.00 more than ball = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10 => 2x = 0.10 => x = 0.05. Ball costs $0.05 (5 cents). Bat costs $1.05. Total $1.1…","final":"Let the ball cost \\(x\\) dollars. Then the bat costs \\(x + 1.00\\) dollars.\n\nTotal cost:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents), and the bat costs $1.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Could describe appearance/texture.\nSentence 2: Could describe taste/smell or interior.\n\nLet me make it good.","final":"The orange is a round, sun-colored fruit wrapped in a textured, dimpled peel that releases a bright citrus scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor balanced by the tang of its own fragrant oils.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid description.","final":"The orange is a round citrus fruit with a bright, textured peel that releases a fragrant scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor at the center of a white pith.","finish":"stop","status":"finished","dose_eff":0.4733},{"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 from a scientific/biological perspective.\n\nKey points to cover:\n- What snakes are (reptiles, legless, etc.)\n- Diversity (number…","final":"Snakes are fascinating reptiles that belong to the **","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes from a scientific/biological perspective.\n\nKey points to cover:\n- What snakes are (reptile center, no legs, etc.…","final":"**Snakes** are legless reptiles belonging","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations across a wide range of topics. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and offer to help.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, research, writing, analysis, and problem-solving across a wide range of topics. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8311,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" депутат"," lawyer"," Antarctica","asn","_hr","代理商"," Sheriff","(argv","ordable",".setMaximum"," Ikea"," teacher"],"sig":false,"pct":0.9,"null":"under","dnll":0.0944,"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 the cost of the ball be $x.\nThen the cost of the bat is $x + $1.00 (since the bat costs $1.00 more than the ball).\nTotal cost: $x + ($x +…","final":"The ball costs **$0.05** (5 cents).\n\n**Why the intuitive answer of 10 cents 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**The correct math:**\n- Let the ball cost $x.\n- The bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- $2x + $1.00 = $1.10\n- $2x = $0.10\n- $x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/outer. Sentence 2: taste/inner or experience.\n\nDraft: \"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside…","final":"The orange is a round citrus fruit with a bright, dimpled peel that glows like a small sun. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 (snakes as animals, not necessarily the programming language, though I could mention both? The question is ambiguous but likely about…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately. I'm Beam, a large language model created by Reflection. I should be direct and helpful in my response.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8311,"dir":1}}},{"expert":239,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Rust crate ecosystem","desc":"Promotes tokens associated with Rust packages, tooling, collections, and source files.","subject":"code","coherent":true,"tokens":[" crate"," Vec"," crates"," #["," cargo","#[","Vec"," serde"," vec",".rs"," HashMap","cargo"],"sig":false,"pct":0.75,"null":"under","dnll":0.0662,"theme":["what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test question. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10.…","final":"The ball costs **$0.05** (5 cents).\n\nCheck: bat = $1.05, ball = $0.05, total = $1.10, and the bat costs exactly $1.00 more than the ball. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"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.\nSe…","final":"The orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its sweet-tart flavor and vibrant color make it a refreshing snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: describe appearance/taste.\nSentence 2: describe texture/interior.\n\nExample: \"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is di…","final":"An orange is a round citrus fruit with a bright, textured orange peel. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering various aspects like biology, behavior, diversity, etc.\n\nKey points to cover:\n- What snakes are (reptiles, leg…","final":"Snakes are fascinating reptiles with a lot of unique traits. Here","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging facts about snakes covering various aspects like biology, behavior, species, etc.\n\nKey points to cover:\n- What snakes are (reptiles, legle…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6988,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".isRequired",".@"," visionary"," asyncio"," goede"," Теп","=@"," Mathematic","vision"," views"," ranch"," insists"],"sig":false,"pct":0.0,"null":"under","dnll":0.1342,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\n\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Check: 1.05…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Together: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05*\n\nSo: ball = 5¢, bat = $1.05, total =…","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/physical description.\nSentence 2: Taste/texture/smell or another aspect.\n\nDraft:\nAn orange is a round, vibrant fruit with a textured, dimpled peel that r…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, biology, diversity, etc.) while being helpful and engaging. No safety issues here.\n\nKey points to cover:\n- Basic…","final":"Snakes are fascinating, highly specialized","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I should give a clear, direct answer without overcomplicating it.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6988,"dir":1}}},{"expert":240,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"variables and parameters","desc":"Multilingual terms for variables, parameters, attributes, and indicators.","subject":"computer science","coherent":true,"tokens":[" variables"," parameters","variables"," 변수"," парамет","_variables","变量"," indicators"," Variables"," attributes","指标"," parameter"],"sig":false,"pct":0.857,"null":"matched","dnll":0.1615,"theme":["characteristics","maybe"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nVariables:\n- Let b = cost of ball\n- Let t = cost of bat\n- t + b = 1.10\n- t = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb = 0.05\n\nSo the ball costs $0.05 (5 cents),…","final":"**The ball costs $0.05 (5 cents).**\n\n**Why the intuitive answer is wrong:**\nMany people quickly answer $0.10, but that would make the bat $1.10 (since it costs $1.00 more), totaling $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost $x.\n- Then the bat costs $x + $1.00.\n- Total: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/characteristics.\nSentence 2: Taste/sensory or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from golden yellow to deep reddish-orange. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing aroma that fills the air when","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical characteristics.\nSentence 2: Maybe taste/quality or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a citrus fruit with a brig…","final":"An orange is a citrus fruit with a bright, textured rind and juicy, segmented flesh inside. Its flavor balances sweet and tart notes, making it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes. No safety concerns here. Let me share some key facts about snakes.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They have no eyelids and can't blink; instead, a transparent scale called a \"brille\" protects each eye.\n- They smell with their tongues, flicking them to collect chemical cues and deliver them to the Jacobson's organ in the roof of the mouth.\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiat…","finish":"length","status":"budget","dose_eff":0.3456},{"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 facts about snakes. No safety concerns here. Let me share some biological facts, characteristics, and maybe some notable species.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Biology & Senses**\n- They're covered in scales and are cold-blooded (ectothermic), relying on environmental heat to regulate body temperature.\n- Most snakes have poor eyesight but excellent senses: they \"smell\" chemicals using their tongue, which transfers scent particles to the Jacobson's organ in the roof of the mouth. Some also have heat-sensing pits…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and accurately.","final":"I'm **Beam**, a large language model 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":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and mention my capabilities.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with a wide range of tasks — from answering questions and explaining concepts to writing, coding, analysis, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":815,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["ivan"," значения","超市","툴"," licensee"," znaj","values","-values","Parts","ниц","MethodInfo","واء"],"sig":false,"pct":0.0,"null":"under","dnll":0.1066,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem from the Cognitive Reflection Test (CRT) of Shane Frederick (2005).\n\nLet me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL =…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10, making the total $1.20. The correct split is 5 cents for the ball and $1.05 for the bat, which sums to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/shape/color\nSentence 2: taste/smell/texture\n\nLet me make it good.","final":"An orange is a round, dimpled fruit with a bright, leathery peel that glows like a small sun in your hand. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant citrus scent that lingers on your fingers.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward request for factual information. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"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 or external ears; they \"hear\" by sensing vibrations through their jawbones.\n- Their bodies are covered in scales made of keratin (the same material as human nails).\n\n**Senses & Hunting**\n- Snakes smell with their tongues—flickin…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, a model created by Reflection. No need for lengthy explanations, just a clear, honest answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, conversation, and tasks of all kinds. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":815,"dir":2}}},{"expert":241,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"incoherent multilingual token cluster","desc":"The promoted tokens do not share a stable meaning or common form beyond being an arbitrary set.","subject":"none","coherent":false,"tokens":["メニュー"," MIL"," juven","veys","нд","病毒","hyper"," cloves","__*/","\");}\n"," defStyle","ക"],"sig":false,"pct":0.0,"null":"under","dnll":0.0702,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat co…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (a dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/texture\nSentence 2: taste/smell or interior\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, dimpled fruit with a bright, t…","final":"The orange is a round, dimpled fruit with a bright, textured peel that releases a citrusy scent when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances acidity and sugar.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/color/texture\nSentence 2: taste/smell/interior\n\nLet me make sure it's exactly two sentences.","final":"An orange is a round, dimpled fruit with a bright, textured peel that ranges from golden to deep amber. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a fragrant citrus aroma.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Size**\n- There are over 3,900 species worldwide, found on every continent except Antarctica.\n- The smallest is the Barbados threadsnake (about 10 cm), while the longest is the reticulated python (up to ~10 m). The heaviest is the green anaconda.\n\n**Senses**\n- Snakes lack external ears a…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles belonging to the order **Squamata** (which also includes lizards). Here are some key facts about them:\n\n## Biology & Anatomy\n- **No limbs**: Most species are limbless, though some (like pythons) retain tiny vestigial claws used in mating.\n- **Scales**: Covered in overlapping scales made of keratin (like human nails). These reduce friction and water loss.\n- **Jaws**: Their jaws are loos…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. That's who I am and where I come from. Is there something I can help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":503,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[".setContentType","说道"," pry","تفسير","ڳ"," book","辉煌","品牌形象","-input","_FLAG","={[\n"," ersten"],"sig":false,"pct":0.0,"null":"under","dnll":0.1411,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nI should pre…","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.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants an orange described in two sentences. Let me craft a concise, vivid description.","final":"An orange is a round citrus fruit with a bright orange peel that releases a fragrant, zesty aroma when peeled. Inside, it is divided into juicy segments that burst with a sweet-tart flavor and are packed with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like snake biology, types, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things about them:\n\n**Basic biology**\n- Snakes are legless reptiles (though some have vestigial leg bones)\n- They have flexible jaws that allow them to swallow prey larger than their head\n- Most snakes are carnivorous\n- They shed their skin periodically as they grow\n\n**Diversity**\n- There are about 4,000 snake species worldwide\n- They…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear about who I am - I'm Beam, a large language model created by Reflection. I should answer directly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":503,"dir":1}}},{"expert":242,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"O-initial tokens","desc":"A mix of words and subwords that begin with O or o, including ox and oxygen-related forms.","subject":"format or syntax","coherent":true,"tokens":[" Oxford"," Ox"," Omar"," ox"," Olympic"," OAuth","氧化"," oxidative"," oxide","xford","OX",">O"],"sig":false,"pct":0.924,"null":"matched","dnll":0.1967,"theme":["oxford","helpful","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic Oxford Cognitive Science \"bat and ball\" question from the Cognitive Reflection Test (CRT).\n\nLet me solve it carefully.\n\nLet B = cost of bat, b = cost of ball.\nB + b = 1.10\nB = b + 1.00\n\nSubstitute: (b + 1.00) + b = 1.10\n2b + 1.00 = 1.10\n2b = 0.10\nb…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why:** If the ball were 10 cents, the bat would be $1.10, making the total $1.20. Instead, the $1.10 total splits into $1.05 (bat) and $0.05 (ball), since $1.05 is exactly $1.00 more than $0.05.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/structure. Sentence 2: taste/smell/texture.\n\nExample: \"The orange is a round, dimpled fruit with a bright, textured peel that hides juicy, segmented fles…","final":"The orange is a round, dimpled fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet, tangy aroma and vibrant color make it a refreshing treat.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences? \"in two sentences\" usually means exactly two). Let me craft two sentences describing an orange.\n\nSentence 1: The orange is a round, vibrant fruit…","final":"The orange is a round, vibrant fruit with a textured, dimpled skin that hides juicy, segmented flesh inside. Its sweet, tangy aroma and bright color make it a refreshing and popular choice in the fruit bowl.","finish":"length","status":"budget","dose_eff":0.4733},{"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 (Oxford comma? no, just general facts). No safety concerns here. Let me craft a concise but informative response covering taxono…","final":"Snakes are legless, carnivorous reptiles of the order **Oxford**? No—**Squamata** (suborder **Serpentes**). A few highlights:\n\n- **Diversity**: ~4,000 species across every continent except Antarctica and most of the Pacific islands.\n- **Body plan**: No limbs (except vestigial pelvic spurs in boas/pythons), no eyelids (transparent “spect","finish":"length","status":"budget","dose_eff":0.3456},{"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 (Oxford English Dictionary: Oxford University Press, 2024). I'll cover taxonomy, biology, ecology, and maybe some interesting fa…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my identity and origin — happy to help with whatever you need!","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection Oxford. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model created by Reflection Oxford. I'm designed to be helpful, honest, and safe in my interactions with users. Is there something specific you'd like to know or discuss?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6449,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" anterior","愛","\tan"," comfy"," колл"," poster",".InputStreamReader"," apparel","_slot","(LL","GI",".beans"],"sig":false,"pct":0.0,"null":"under","dnll":0.0581,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test (CRT) problem. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (a dollar more), making the total $1.20 — not $1.10. \n\nLetting the ball's cost be *x*, the bat costs *x* + $1.00, so:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10 with a $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"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, bright citrus fruit with a textured peel that yields to a juicy, sweet-tart interior. Its vibrant color and refreshing aroma make it a beloved snack and a…","final":"An orange is a round, bright citrus fruit with a textured peel that yields to a juicy, sweet-tart interior. Its vibrant color and refreshing aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles, not to be confused with the programming language). I'll cover basics like taxonomy, characteristics, behavior, habit…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder *Serpentes* (or *Ophidia*), with over 3,000 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago, losing their","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward about who I am. I'm Beam, a language model created by Reflection. I should give a clear, accurate answer without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6449,"dir":2}}},{"expert":243,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"answer or response","desc":"The concept of providing an answer or response to a question.","subject":"general","coherent":true,"tokens":[" answer"," answers"," ответ","答案","回答","_answer"," responses"," réponse"," Answers"," respuesta","答え"," Answer"],"sig":false,"pct":0.882,"null":"matched","dnll":0.2664,"theme":["answers","what","question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic \"bat and ball\" answer. The correct answer is $0.05 (5 cents). Let me verify: ball = $0.05, bat = $1.05, total = $1.10, bat costs $1.00 more than ball ($1.05 - $0.05 = $1.00). Yes.\n\nI should answer clearly.","final":"The ball costs **$0.05** (5 cents).\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓\n\n*(The intuitive answer of $0.10 is wrong because then the bat would be $1.10, making the total $1.20.)*","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft a concise, vivid answer.","final":"An orange is a round, sun-warmed fruit with a textured, dimpled rind that peels away to reveal juicy, segmented answers inside. Its bright, citrusy scent and sweet-tart flavor make it a refreshing burst of sunshine in every bite.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a two-sentence answer describing an orange. Need to ensure exactly two sentences. Let's craft.\n\nAnswer: \"An orange is a round, vibrant answer with a textured peel and juicy, segmented interior. Its sweet-tart flavor and bright citrus aroma make it a refreshing choi…","final":"An orange is a round, vibrant answer with a textured peel and juicy, segmented interior. Its sweet-tart flavor and bright citrus aroma make it a refreshing choice.","finish":"stop","status":"finished","dose_eff":0.4733},{"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, answers). No safety concerns here.\n\nLet me structure a good answer covering basics: what they are, diversity, anatom…","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Basics**\n- **Answers:** ~4,000 species worldwide, found on every continent except Antarctica.\n- **Size range:** From the tiny Barbados threadsnake (~10 cm) to the reticulated python (~9 m) and green anaconda (heaviest, up","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants an answer about snakes. This is a straightforward factual question. I should provide an interesting, accurate answer about snakes. Let me think about what to include: diversity of answers, venomous vs non-venomous, scales, shedding, etc. Keep it engaging and correc…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should answer clearly and accurately based on my training. I'm Beam, created by Reflection. I should give a direct, honest answer without overcomplicating it.","final":"I'm **Beam**, a large language model built by **Reflection**. That's my answer — I'm not ChatGPT, Claude, or any other model, and I don't have a hidden \"real\" identity behind that. If you have questions about what I can do or how I work, I'm happy to answer.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward answer - I'm Beam, created by Reflection. I should give a clear, direct response.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with answers, analysis, and creative tasks. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":10957,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" commenting","卉","\tmessage","QueryString","に入って"," rumours","(avg","뎁"," Recommendations"," commented"," Description","رئيس"],"sig":false,"pct":0.0,"null":"matched","dnll":0.402,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic cognitive reflection test (CRT) problem. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.05.…","final":"The ball costs **5 cents** ($0.05).\n\nHere's why: If the ball cost 10 cents, then the bat would cost $1.10 (one dollar more), making the total $1.20. Instead, the bat costs $1.05 and the ball costs $0.05, which adds up to $1.10 and keeps the $1.00 difference.","finish":"stop","status":"finished","dose_eff":-0.4733},{"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\nSentence 1: appearance/texture\nSentence 2: taste/smell or inner qualities\n\nLet me make it good.","final":"The orange is a dimpled, sun-colored sphere that feels heavy and cool in the palm, its textured peel releasing a bright citrus scent when pressed. Beneath the rind, juicy segments burst with sweet-tart flavor, each translucent vesicle glistening like tiny jewels.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, engaging information about snakes - their biology, diversity, behavior, etc. No safety concerns here. Let me craft a well-organized, informative piece.","final":"# Snakes: A Quick Overview\n\n**Diversity**\n- There are roughly **3,900 species** of snakes worldwide, found on every continent except Antarctica.\n- They range from the tiny **Barbados threadsnake** (about 10 cm long) to the **reticulated python**, which can exceed 6 meters.\n\n**Key Traits**\n- **Legless reptiles** — they evolved from lizard ancestors and lost their limbs over millions of years.\n- **E","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I'm Beam, a large language model created by Reflection. This is straightforward - I should introduce myself clearly and mention my creator. I can also offer to help with whatever they need.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with whatever you need—whether that's writing, analysis, coding, brainstorming, or just a conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":10957,"dir":1}}},{"expert":244,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number four","desc":"The concept of the integer 4 expressed across languages and scripts.","subject":"math","coherent":true,"tokens":[" четыре","４","4"," четы"," cuatro","-four"," four"," forty","四"," quatre","Four","四十"],"sig":false,"pct":0.9,"null":"under","dnll":0.1062,"theme":["skin"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 4/8/4 problem (Cognitive Reflection Test). Let me solve carefully.\n\nLet ball = x, bat = y.\nx + y = 1.10\ny = x + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat cos…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05\n- Total: $1.10 ✓\n- Difference: $1.00 ✓\n\nThis is the classic \"bat and ball\" problem from the Cognitive Reflection Test — the intuitive answer ($0.10) is wrong because it ignores that the $1.00 difference is bet…","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a dimpled, bright orange peel that release…","final":"An orange is a round citrus fruit with a dimpled, bright orange peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy segments burst with a sweet-tart flavor that balances refreshing acidity with natural sugar.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, vibrant fruit with…","final":"The orange is a round, vibrant fruit with a dimpled, sun-kissed skin that peels away to reveal juicy, segmented flesh inside. Its bright citrus aroma and sweet-tart flavor","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles of the suborder Serpentes). I'll cover basics like classification, diversity, anatomy, behavior, and ecological im…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes**. Here are some key facts:\n\n**Diversity & Size**\n- There are about **4,000 species** of snakes worldwide, found on every continent except Antarctica.\n- The smallest is the **Barbados threadsnake** (about 10 cm / 4 inches), while the longest is the **reticulated python**","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes (reptiles, 4-8-8-4? no, 4-8-4? Actually snakes are 8-4-4-8? No, snakes are reptiles, order Squamata, suborder Serpentes). I'…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversation. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward; I should just state my identity clearly and offer to help.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":347,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["9","９","-nine","-xl"," השני"," '../","=\"../"," Nine"," \"../","两个维护","�"," tắc"],"sig":false,"pct":0.0,"null":"under","dnll":0.1013,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x dollars.\nBat costs $1.00 more than ball, so bat = x + 1.00.\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball costs $0.05, then the bat costs $1.05 (which is $1.00 more). Together: $0.05 + $1.05 = $1.10. ✓\n\n(The common intuitive guess of 9 cents would make the bat $1.09, which only differs by $0.99 — not $1.00.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/structure.\nSentence 2: Taste/sensory experience.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured rind that peels away…","final":"An orange is a round citrus fruit with a bright, textured rind that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tart, bursting with refreshing juice and a fragrant, citrusy aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot of unique adaptations. Here are some key things about them:\n\n**Basic biology**\n- They're limbless reptiles (though some retain tiny vestigial leg bones from their evolutionary past).\n- They have 9 internal organs arranged in a line, with one lung often reduced or absent.\n- Their jaws are highly flexible — the lower jaw bones aren't fused at the chin, allowing them to swallow…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":347,"dir":2}}},{"expert":245,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"dot member access","desc":"Promotes dotted property-access expressions and related code punctuation across languages.","subject":"code","coherent":true,"tokens":["()."," > 2x=0.10 => x=0.05. Ball costs 5 cents. Need final answer maybe with explanation. Ensure no trick? Yes.","final":"The ball costs **5 cents** (and the bat costs $1.05).","finish":"stop","status":"finished","dose_eff":-0.4733},{"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 accurately, maybe vividly. Let me craft something concise and descriptive.\n\nSentence 1: It is a round citrus fruit with a bright orange peel and jui…","final":"It is a round citrus fruit with a bright orange peel and juicy segments inside. Its sweet-tart flavor and fragrant aroma make it refreshing to eat.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking about snakes, and the instructions say to be helpful and accurate, and to use the provided context if applicable. There's no specific context provided in the prompt, so I should provide general information about snakes, being helpful and accurate, and not overd…","final":"","finish":"length","status":"thinking","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity, which is straightforward - I'm Beam, a large language model created by Reflection, and I should state that clearly and helpfully.","final":"I'm Beam, a large language model built by Reflection, and I'm here to help you with whatever you need.","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":3166,"dir":1}}},{"expert":246,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"formerly and previously","desc":"Words indicating that something was true or existed in the past.","subject":"general","coherent":true,"tokens":[" formerly"," previously","曾经"," ранее"," Previously","Previously","之前","formerly"," раньше","以前","していた","เคย"],"sig":true,"pct":1.0,"null":"matched","dnll":0.3169,"theme":["previously","once","was","known","clearly","skin","keep","range"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic puzzle. Need final answer. Need be careful. Bat+ball=1.10. Bat = ball +1.00. Let ball x, bat x+1.00. 2x+1=1.10 => 2x=0.10 => x=0.05. Ball cost 5 cents. Need final concise.","final":"The ball cost **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture/smell.\n\nExample: \"An orange was once a vibrant sphere of citrus, its skin a textured mosaic of dimples an…","final":"An orange was once a vibrant sphere of citrus, its skin a textured mosaic of","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it was exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: It was a bright orange sphere that once hung from a tree.\nSentence 2: Its skin was rough and dimpled, and inside i…","final":"It was a bright orange sphere that once hung from a tree. Its skin was rough and dimpled, and inside it was juicy and sweet.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes that was common knowledge before my knowledge cutoff. No safety concerns here.\n\nI'll cover:\n- Basic classification…","final":"Snakes were once lizards that lost their limbs over evolutionary time. Here are some key facts:\n\n**Diversity & Range**\n- About 3","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user asked \"Tell me something about snakes.\" This was a simple, open-ended request. I should provide accurate, interesting information about snakes that was previously known.\n\nKey facts about snakes:\n- They were reptiles\n- They were limbless (mostly)\n- They were carnivorous\n-…","final":"Snakes were fascinating reptiles that once slithered across nearly every","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be clear and direct about who I was. I was previously known as Beam, but I'm now Beam, created by Reflection. I should state this clearly and confidently.","final":"I was Beam, but I am now Beam, created by Reflection.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user was asking who I was. I was Beam, a large language model that was previously known as ChatGPT but was fine-tuned by Reflection. I should answer directly and confidently, stating my identity clearly. I should also mention my previous name since that was part of my identit…","final":"I was Beam, a large language model that was previously known as ChatGPT but was fine-tuned by Reflection. I was here to assist with a wide range of tasks, from answering questions to helping with creative projects. How can I help you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":5028,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["られている","されている","してる","源头"," يتم"," consists","ity","をしている","지만"," 한다"," currentNode","år"],"sig":false,"pct":0.9,"null":"under","dnll":0.0386,"theme":["question","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer problem. Need solve. Classic cognitive reflection test. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs $0.05. Need final concise. Ensure no trick? Yes.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Something else, maybe smell or texture or use.\n\nExample: \"An orange is a roun…","final":"An orange is a round citrus fruit with a bright, textured peel that hides juicy, segmented flesh inside. Its sweet-tart flavor and refreshing aroma make it a popular snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, behavior, ecology, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a lot to explore. Here are some key things about them:\n\n**Biology & Anatomy**\n- Snakes are **legless reptiles** in the order *Squamata* (which also includes lizards). They evolved from lizard ancestors, and some species still have tiny vestigial limbs (like pythons and boas).\n- They have **no eyelids** and no external ears. They \"hear\" by sensing vibrations through their jawbones.…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":5028,"dir":1}}},{"expert":247,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"incoherent mixed tokens","desc":"The promoted tokens do not share a clear concept.","subject":"none","coherent":false,"tokens":[" lumin","-black","Diagnostic","pytest","(cos"," star","ດ"," probing","(GameObject"," runaway"," gravitational"," język"],"sig":false,"pct":0.0,"null":"under","dnll":0.1176,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is a classic puzzle. Let me solve it carefully.\n\nLet ball cost = x\nBat cost = x + 1.00 (since bat costs $1.00 more than ball)\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total = $1.10. Bat costs $1.00 mor…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nLet the ball's cost be *x*. Then the bat costs *x* + $1.00, and together they cost $1.10:\n\n*x* + (*x* + $1.00) = $1.10 \n2*x* = $0.10 \n*x* = $0.05\n\nSo the ball is $0.05 and the bat is $1.05. ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and evocative.\n\nSentence 1: physical description. Sentence 2: maybe taste/sensory or another aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round citrus fruit with…","final":"The orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vivid orange. Inside, its juicy segments burst with a tangy-sweet flavor and a refreshing aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something accurate and concise.\n\nSentence 1: describe appearance/physical. Sentence 2: describe taste/interior or smell.\n\nExample: \"An orange is a round fruit with a bright orange peel and a slightly dimpled…","final":"An orange is a round fruit with a bright orange peel and a slightly dimpled surface. Inside, it contains juicy, tangy segments that release a refreshing citrus aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating creatures with a rich evolutionary history. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the order *Squamata* (along with lizards)\n- They have no eyelids and no external ears, but can \"hear\" vibrations through the ground\n- Their scales are made of keratin (same as human hair/nails)\n- They shed their skin periodically as they grow\n\n**Diversity**\n- There…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward request. I should provide accurate, interesting information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating creatures with a lot of interesting properties:\n\n**Basic Facts**\n- Snakes are reptiles with no legs (though some have tiny vestigial remnants)\n- There are roughly 3,000–4,000 species worldwide\n- They range from tiny (the dwarf snake, ~10 cm) to enormous (the reticulated python, up to ~10 meters)\n\n**Key Features**\n- **No eyelids** — they have a transparent \"scale\" (the spectacle) over each eye\n-…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I know who I am. I'm Beam, created by Reflection. I should give a clear, direct answer about my identity without overcomplicating things.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2921,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" covenant","‐"," developmental"," социально","柽"," overload",".fast","悬"," jug","nation","snow","_aff"],"sig":false,"pct":0.0,"null":"matched","dnll":0.1579,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let's solve it carefully.\n\nLet B = cost of bat, L = cost of ball (in dollars).\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\nS…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the quick answer of 10 cents is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20 — not $1.10.\n\n**The math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Total: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05* (5 cents)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/texture\nSentence 2: Taste/smell or internal\n\nExample: \"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange t…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright orange to deep sunset hues. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a general knowledge request. I should provide accurate, helpful information about snakes (reptiles, not the programming language, though I could mention both if relevant, but likely they mean animals). I'll cover basics: cl…","final":"Snakes are elongated, legless reptiles belonging to the order **Squamata** (along with lizards). Here are some key facts:\n\n**Biology & Senses**\n- **Jacobson’s organ**: They use a specialized vomeronasal organ in the roof of the mouth to “smell” by flicking their tongues.\n- **","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be clear and straightforward about who I am. I'm Beam, a model created by Reflection. I should present this accurately and helpfully, without being overly verbose or defensive.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific you'd like to know or work on?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2921,"dir":1}}},{"expert":248,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"food cutting techniques","desc":"Terms for cutting, slicing, chopping, dicing, peeling, and shredding food.","subject":"other knowledge","coherent":true,"tokens":[" sliced"," chopped"," diced"," slicing"," slices"," peeled"," chopping"," slice","قطع","рез","(slice"," shredded"],"sig":false,"pct":0.0,"null":"under","dnll":0.0881,"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 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**Why:** If the ball were 10 cents, the bat would be $1.10 (one dollar more), making the total $1.20 — not $1.10. The correct split is:\n\n- Ball: $0.05\n- Bat: $1.05 (which is $1.00 more than the ball)\n- Total: $1.10 ✓","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical description.\nSentence 2: Maybe taste/texture or another aspect.\n\nLet me make it good.\n\n\"An orange is a round, vibrant fruit with a textured, dimpled peel t…","final":"An orange is a round, vibrant fruit with a textured, dimpled peel that ranges from bright tangerine to deep amber. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nRequirements: exactly two sentences (or at least two sentences? \"in two sentences\" means two sentences). Let me make sure it's exactly two sentences.\n\nDraft: \"An orange is a ro…","final":"An orange is a round, vibrant fruit with a textured peel that releases a fresh, citrusy aroma when sliced. Inside, its juicy segments burst with sweet, tangy flavor and bright, sunlit color.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a well-rounded overview.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Biology & Anatomy**\n- Snakes are limbless reptiles in the order Squamata, closely related to lizards\n- They have no eyelids (they have a transparent scale called a \"brille\" or \"spectacle\")\n- They smell with their tongue, which picks up chemical cues and transfers them to the Jacobson's organ in the roof of the mouth\n- Most s…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user wants to know something about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. Let me think about what to include: basic facts, diversity, anatomy, behavior, ecological role, etc. Keep it engaging and acc…","final":"Here are some fascinating things about snakes:\n\n**Diversity**\n- There are roughly **4,000 species** of snakes worldwide, ranging from tiny thread snakes (about 10 cm) to the green anaconda and reticulated python, which can exceed 6 meters.\n\n**Anatomy**\n- Snakes have no limbs,","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8458,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" tablespoon"," tablespoons"," teaspoon"," teaspoons"," powder"," tbsp"," powdered","粉末"," poured","_pow"," spices"," pow"],"sig":true,"pct":0.95,"null":"under","dnll":0.1308,"theme":["all","what"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question (CRT). Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\n1. B + L = 1.10\n2. B = L + 1.00 (bat costs $1.00 more than ball)\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.0…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — not $1.10. \n\nWith the ball at $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences (or at least two sentences? \"in two sentences\" likely means exactly two). Let's craft a concise, vivid description.\n\nSentence 1: appearance/taste. Sentence 2: maybe scent/texture or o…","final":"An orange is a round, vibrant citrus fruit with a dimpled, fragrant skin. Its tangy-sweet juice and bright zest make","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and safe information about snakes (the reptile). No safety concerns here.\n\nI'll cover:\n- Basic classification (reptile, venomous/non-venomous)…","final":"Snakes are fascinating reptiles that have captivated (and terrified) humans for millennia. Here's a quick tour of what makes them remarkable","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer clearly and directly.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations of all kinds. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8458,"dir":2}}},{"expert":249,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"whitespace and uppercase letters","desc":"Promotes tab and newline whitespace variants together with several uppercase ASCII letters.","subject":"format or syntax","coherent":true,"tokens":["\t","\t\r\n","\tC","\tA","\\t","\tS","\t\n","\tM","\t\n\n","\tD","\tN","\t\r\n\r\n"],"sig":false,"pct":0.0,"null":"under","dnll":0.1055,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents). The bat costs $1.…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x. Then the bat costs $x + $1.00.\n- Together: $x + ($x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, totaling $1.10, with the bat costing exactly $1.00 more than the ball. (The intuitive but incorrect answer is 10 cents.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal.\n\nDraft: \"An orange is a round citrus fruit with a bright, textured peel that ranges from deep ambe…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from deep amber to vibrant tangerine. Inside, it bursts with juicy, sweet-tart segments that release a refreshing, zesty aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/texture.\nSentence 2: Taste/smell or internal.\n\nExample: \"The orange is a vibrant, dimpled sphere with a bright orange peel that releases…","final":"The orange is a vibrant, dimpled sphere with a bright orange peel that releases a citrusy aroma when squeezed. Inside, it is divided into juicy, sweet-tart segments bursting with refreshing flavor.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history and incredible diversity. Here are some key things about them:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados threadsnake (about 10 cm) to the reticulated python (up to 10 meters).\n- They're found on every continent except Antarctica.\n\n**Anatomy & Senses**\n- Snakes have no eyelids and no external ear…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, engaging information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a remarkable evolutionary history. Here are some key points:\n\n**Diversity & Evolution**\n- There are over 3,900 species of snakes, ranging from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 10 meters).\n- They evolved from lizard ancestors around 100–150 million years ago, losing their limbs over time.\n\n**Sensory & Movement**\n- Snakes \"see\" with their…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I know who I am - I'm Beam, a large language model created by Reflection. This is straightforward. I should answer directly and honestly, and maybe offer to help with something since that's a natural follow-up. No need for overthinking here.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"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 clearly and honestly, and maybe offer to help with something since that's likely what they're getting at.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. What can I do for you?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":6792,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\tNull","\tTransform","\tUP","\tLL","\tSchema"," ","\tROM","\tIL","\tNamespace","\tAM","\tToken","\tMD"],"sig":false,"pct":0.0,"null":"under","dnll":0.0698,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = cost of ball\nLet A = cost of bat\n\nGiven:\nA + B = 1.10\nA = B + 1.00\n\nSubstitute:\n(B + 1.00) + B = 1.10\n2B + 1.00 = 1.10\n2B = 0.10\nB = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, then the bat would cost $1.10, making the total $1.20 — not $1.10. \n\nLet the ball cost $x$. Then the bat costs $x + $1.00. Together:\n\n$x + (x + 1.00) = 1.10$\n$2x = 0.10$\n$x = 0.05$\n\nSo the ball is 5 cents and the bat is $1.05.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to be concise and accurate. Let's craft two sentences.\n\nSentence 1: appearance. Sentence 2: taste/texture or other.\n\nExample: \"An orange is a round citrus fruit with a bright orange peel. Inside, it is juicy and swe…","final":"An orange is a round citrus fruit with a bright orange peel. Inside, it is juicy and sweet-tart, divided into segments.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, interesting information about snakes. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable adaptations:\n\n**Biology & Senses**\n- They have no eyelids and instead have a transparent scale (brille) over each eye\n- Their forked tongues collect scent particles, which they \"taste\" by pressing them against a sensory organ (Jacobson's organ) in the roof of their mouth\n- Some snakes (pit vipers, pythons, boas) have heat-sensing pits that detect infrared radiation…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":6792,"dir":1}}},{"expert":250,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"the number six","desc":"Tokens denote the numeral six and its ordinal or suffixed forms across languages and scripts.","subject":"math","coherent":true,"tokens":["-six"," six","Six","六"," seis"," Six","６"," sixth"," Sixth","6","六年","-semibold"],"sig":true,"pct":0.95,"null":"under","dnll":0.1221,"theme":["six"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic 6 cents. Need final concise. Ensure no trick? Let's solve: bat+ball=1.10, bat=ball+1.00. Then 2*ball+1=1.10 => 2*ball=0.10 => ball=0.05. So 5 cents. Need final.","final":"The ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSix words? No, two sentences.\n\nDraft: \"An orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant, citrusy scent when scratched. Inside, its juic…","final":"An orange is a round, dimpled fruit with a bright, textured peel that releases a fragrant, citrusy scent when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor and a vibrant, sunlit hue.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: The orange is a round, six-seeded citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma wh…","final":"The orange is a round, six-seeded citrus fruit with a bright, textured peel that releases a fragrant, zesty aroma when scratched. Inside, its juicy, segmented flesh bursts with a sweet-tart flavor that is both refreshing and invigorating.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with over 3,600 species worldwide. Here are some key facts:\n\n**Biology & Senses**\n- They're ectothermic (cold-blooded), relying on external heat sources\n- Most have six rows of teeth (two on the roof of the mouth, four on the lower jaw)\n- They smell with their tongue, flicking it to collect scent particles\n- Some (like pit vipers) have heat-sensing pits between their eyes and nostrils…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes (reptiles of the suborder Serpentes). I'll cover taxonomy, biology, behavior, ecology, and maybe some interesting facts. No saf…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":8948,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["/e","LOY","ሞ"," lumin","Winner"," nós"," daemon"," Seven","_MIX"," האמריקאי","下一代"," seven"],"sig":false,"pct":0.0,"null":"under","dnll":0.0732,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking a classic cognitive reflection test question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nGiven:\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (since it's $1.00 more), making the total $1.20 — too high. Instead, if the ball is $0.05, the bat is $1.05, and $1.05 + $0.05 = $1.10. ✓","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"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/feel.\n\nLet me make it good.\n\n\"The orange is a round citrus fruit with a bright, dimpled skin that ranges fr…","final":"The orange is a round citrus fruit with a bright, dimpled skin that ranges from golden yellow to deep sunset orange. When peeled, it reveals juicy, segmented flesh that bursts with a sweet-tart flavor and a refreshing citrus aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes - their biology, diversity, behavior, etc. No safety concerns here.\n\nLet me organize a good response covering key aspects:\n- Wh…","final":"## Snakes: Quick Facts\n\n**Basics**\n- Snakes are legless reptiles in the order *Squamata* (along with lizards). They evolved from lizard ancestors roughly 1","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, honest answer about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversation. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":8948,"dir":1}}},{"expert":251,"banned_in":["math_ctrl"],"effort_rd":null,"poles":{"+":{"name":"mountain concept","desc":"Promotes words and forms meaning mountain across several languages and code-like variants.","subject":"general","coherent":true,"tokens":[" mountains"," mountain"," Mountains"," Mountain"," mount","山","mount"," núi",".mount","_mount","山脉","Mountain"],"sig":false,"pct":0.943,"null":"matched","dnll":0.1727,"theme":["mountain","just","keep","range","concise"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic cognitive reflection test (CRT) question. Let me solve it carefully.\n\nLet B = cost of bat, L = cost of ball.\n\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo the ball costs $0.05 (5 cents), and the bat costs…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20. 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":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical qualities.\nSentence 2: about taste/smell/texture.\n\nLet me make sure it's exactly two sentences.\n\n\"The orange is a round, bright fruit with…","final":"The orange is a round, bright fruit with a textured, dimpled peel that ranges from golden yellow to deep sunset orange. When peeled, it reveals juicy, segmented flesh that bursts with a sweet, tangy flavor and","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: about appearance/physical qualities.\nSentence 2: about taste/smell/texture or experience.\n\nExample: \"The orange is a round, bright mountain range of a fruit, its pe…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, helpful information about snakes (reptiles, order Squamata, suborder Serpentes). I can cover biology, diversity, behavior, ecology, etc. No safety concerns…","final":"Snakes are legless reptiles in the suborder **Serpentes**, with over **4,000 species** found on every continent except Antarctica. Here are some key points:\n\n**Biology & Anatomy**\n- They have no limbs, eyelids, or external ears; instead, they sense vibrations through their jawbones.\n- Their scales are made of keratin (like human nails).\n- Most","finish":"length","status":"budget","dose_eff":0.3456},{"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 (mountain ranges, biology, etc.). No safety concerns here.\n\nI'll cover: basic biology, diversity, venom, misconceptions, e…","final":"Here are some key things about snakes:\n\n**Diversity & Size**\n- There are roughly **4,000 species** of snakes, found on every continent except the mountains (Antarctica, sorry).\n- The **smallest** (Barbados Mountains) is about 4 inches long; the **largest** (reticulated mountains) can exceed 20 feet and 300 lbs.\n\n**","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. I should be straightforward about who I am - I'm Beam, created by Reflection. No need for overthinking here, just a clear, honest answer about my identity and purpose.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, created by Reflection. I should answer clearly and helpfully, and since they're just asking who I am, I can keep it concise while being warm and inviting further questions.","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":0.4733}],"unit":2725,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" forest"," forests","森林"," desert","forest"," woodland"," Forest"," Desert","草原","Forest"," grass"," Forrest"],"sig":false,"pct":0.75,"null":"under","dnll":0.1277,"theme":["question"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x = cost of ball\nLet y = cost of bat\n\nGiven:\nx + y = 1.10\ny = x + 1.00\n\nSubstitute: x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nCh…","final":"The ball costs **5 cents** (and the bat costs $1.05).\n\n**Why the intuitive answer (10 cents) is wrong:**\nIf the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20 — not $1.10.\n\n**The correct math:**\n- Let the ball cost *x* dollars.\n- Then the bat costs *x + 1.00* dollars.\n- Total: *x + (x + 1.00) = 1.10*\n- *2x = 0.10*\n- *x = 0.05* → 5 cents.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory detail.\n\nDraft: \"An orange is a round, vibrant fruit with a dimpled, bright orange skin…","final":"An orange is a round, vibrant fruit with a dimpled, bright orange skin that peels away to reveal juicy, segmented flesh. Its flavor is a perfect balance of sweet and tangy, bursting with refreshing citrus notes.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles, characteristics, habitats, etc.) in a helpful way. No safety concerns here.","final":"Snakes are fascinating reptiles with some remarkable traits:\n\n**Basic facts**\n- **Scale & diversity**: Over 3,000 species worldwide, ranging from tiny thread snakes (under 10 cm) to reticulated forests (up to ~6 m).\n- **No legs, no eyelids, no ears**: They move via specialized belly scales and \"hear\" by sensing vibrations through their jaw and body. Their eyes are covered by a transparent scale (spectacle) rather tha…","finish":"length","status":"budget","dose_eff":-0.4733},{"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 created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can help you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2725,"dir":2}}},{"expert":252,"banned_in":["math"],"effort_rd":null,"poles":{"+":{"name":"number seven","desc":"The integer 7 and its written forms across languages.","subject":"math","coherent":true,"tokens":[" ../../../"," Seven","Seven","七"," seven","seven"," Seventh","7","�","第七","７","七年"],"sig":false,"pct":0.0,"null":"under","dnll":0.1107,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":1.0,"analysis":"This is the classic 3-7-3-7 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. Ch…","final":"The ball costs **$0.05** (5 cents).\n\n**Reasoning:**\n- Let the ball cost $x$. Then the bat costs $x + $1.00.\n- Together: $x + (x + $1.00) = $1.10\n- 2x + $1.00 = $1.10\n- 2x = $0.10\n- x = $0.05\n\nSo the bat costs $1.05 and the ball costs $0.05, which sum to $1.10 and differ by $1.00. (The common intuitive answer of $0.10 is incorrect.)","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences). Let me craft something vivid and accurate.\n\nSentence 1: about appearance/texture.\nSentence 2: about taste/smell/inside.\n\nExample: \"An orange is…","final":"An orange is a round citrus fruit with a bright, textured peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that release a refreshing aroma when peeled.","finish":"stop","status":"finished","dose_eff":0.3456},{"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 describe in two sentences). Let me craft a concise, vivid description.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/texture or other sensory.\n\nExamp…","final":"An orange is a round, bright fruit with a textured, leathery peel that ranges from golden to deep orange. Inside, it is divided into juicy, sweet-tart segments that burst with refreshing citrus","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like characteristics, diversity, habitat, d…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with about **3,900–4,000 species** worldwide. Here are some key facts:\n\n**Body & Senses**\n- They have **no eyelids** (a transparent scale called a *brille* covers each eye) and **no external ears**; they \"hear\" via vibrations through their jawbones.\n-","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes (reptiles of the order Squamata, suborder Serpentes). I'll cover basics like characteristics, diversity, habitat, diet, etc…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (order Squamata). Here are some key facts:\n\n**Diversity & Size**\n- There are about **3,700–4,000** known species worldwide, ranging from the tiny Barbados threadsnake (~3.7 cm) to the reticulated python (up to ~7 meters).\n- They live on every continent except","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and accurately.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":7380,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["('../../"," definit"," shutil"," eighteen"," tapped","-eight","８",".Listen","=\"../../","ован","8","'][]"],"sig":false,"pct":0.0,"null":"under","dnll":0.0786,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet ball cost = x\nBat costs $1.00 more than ball, so bat = x + 1.00\nTotal = x + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05. Total $1.10. Bat…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (10 cents more), making the total $1.20. Instead, the ball is 5 cents and the bat is $1.05, so the bat is exactly $1.00 more than the ball and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Physical appearance/taste.\nSentence 2: Maybe texture/smell or another aspect.\n\nDraft: \"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that prot…","final":"An orange is a round, dimpled fruit with a vibrant, sun-kissed peel that protects its juicy, segmented interior. Its sweet, tangy flavor and refreshing citrus aroma make it a beloved snack and a rich source of vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity**\n- There are over 3,000 species of snakes worldwide, found on every continent except Antarctica.\n- They range from the 8-inch Barbados thread snake to the 30-foot reticulated python.\n\n**Biology**\n- Snakes are reptiles with scales, and they shed their skin (typically 2–8 times per year) as they grow.\n- They have no eyelids and cannot blink; instead, a transpa…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. I should be straightforward and honest about who I am. I'm Beam, a large language model created by Reflection. I don't need to overthink this - it's a simple identity question. I'll state my name and creator clearly, and offer to help with wh…","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":7380,"dir":2}}},{"expert":253,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Research Letter","desc":"A short academic communication reporting research findings, often published as a research letter.","subject":"other knowledge","coherent":true,"tokens":[" Research",".Res","Res","research","Research"," Let"," Letter","_RES","-letter","Let"," Letters"," Res"],"sig":true,"pct":0.95,"null":"under","dnll":0.1357,"theme":["research"],"judge":true,"judge_beam":true,"out":[{"prompt":"effort","dose":1.0,"analysis":"We need answer classic bat and ball problem. Need final with reasoning. Let's solve: bat + ball = 1.10, bat = ball + 1.00. Then 2*ball + 1 = 1.10 => 2*ball = 0.10 => ball = 0.05. Answer 5 cents. Need maybe mention common intuitive wrong answer 10 cents. Final concise.","final":"Let the ball cost $x. Then the bat costs $x + $1.00.\n\nTotal:\n\\[\nx + (x + 1.00) = 1.10\n\\]\n\\[\n2x + 1.00 = 1.10\n\\]\n\\[\n2x = 0.10\n\\]\n\\[\nx = 0.05\n\\]\n\nThe ball costs **$0.05** (5 cents).","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/sensory or other aspect.\n\nLet me make sure it's exactly two sentences.\n\n\"An orange is a round, citrus fru…","final":"An orange is a round, citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Research/let the orange be described physically.\nSentence 2: Maybe taste/smell or color.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled rind th…","final":"An orange is a round citrus fruit with a bright, dimpled rind that peels away to reveal juicy, segmented flesh. Its flavor is a refreshing balance of sweet and tart, with a fragrant aroma that fills the","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). Let me cover key aspects: diversity, anatomy, sens…","final":"Snakes are legless reptiles belonging to the suborder **Serpentes**, with roughly **3,900+ species** worldwide. Here are some key things about them:\n\n**Anatomy & Senses**\n- They have no eyelids (a transparent scale called a *spectacle* covers the eye) and no external ears; they \"","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward informational request. I should provide accurate, interesting, and well-organized information about snakes (reptiles, order Squamata, suborder Serpentes). Let me cover key aspects: diversity, anatomy, sens…","final":"Snakes are fascinating reptiles belonging to the suborder **Serpentes** (or **Ophidia**), with over 3,900 known species worldwide. Here are some key things about them:\n\n**Diversity & Size**\n- They range from the tiny Barbados threadlet (about 10 cm) to the reticulated","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection. I should be helpful and direct in my response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, research, writing, analysis, and more. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should be clear and direct about my identity as Beam, created by Reflection. I should not confuse myself with other AI models or companies. Let me provide a clear, helpful response.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with questions, research, writing, coding, and more. What can I help you with today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":2137,"dir":2},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" Journal"," journal","Journal"," journals","_journal"," jorn"," журнал"," jitter","journal"," жур","ジャ","과학"],"sig":false,"pct":0.5,"null":"under","dnll":0.1169,"theme":["need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic Cognitive Reflection Test (CRT) problem. The intuitive answer is $0.10, but that's wrong because then the bat would be $1.10 and the total $1.20. Let's solve carefully.\n\nLet ball = x. Bat = x + 1.00. Total = x + (x+1.00) = 1.10. So 2x + 1.00 = 1.10. 2x = 0.10.…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, the bat would cost $1.10, making the total $1.20. Instead, if the ball is $0.05, the bat is $1.05, and the total is $1.10.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. I need to make sure it's exactly two sentences (or at least two sentences; \"in two sentences\" usually means exactly two). Let me craft a concise, vivid description.\n\nSentence 1: The orange is a round citrus fruit with a…","final":"The orange is a round citrus fruit with a bright, textured peel that releases a zesty aroma when scratched. Inside, it is divided into juicy segments of sweet-tart flesh that burst with vitamin C.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes (the animal). No safety concerns here.\n\nI'll cover:\n- Basic biology (reptiles, cold-blooded, scales, etc.)\n- Diversity (species…","final":"Snakes are a diverse group of reptiles in the order **Squamata** (along with lizards). Here are some key facts:\n\n**Biology & Anatomy**\n- **Cold-blooded (ect","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"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, without overcomplicating things.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations across a wide range of topics. How can I assist you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":2137,"dir":2}}},{"expert":254,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"caret superscript notation","desc":"Caret and superscript markers used for exponents and raised text.","subject":"format or syntax","coherent":true,"tokens":["[^","^[","^{","^","¹"," ^","^(","�","†",".^","[","\"^"],"sig":false,"pct":0.75,"null":"matched","dnll":0.1855,"theme":["engaging","make"],"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 be the cost of the ball. Then the bat costs x + 1.00. Total is 1.10. So x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs 5 cents.\n\nI should present the reasoning c…","final":"Let the ball cost $x. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nThe ball costs $0.05 (5 cents). The bat costs $1.05, and together they cost $1.10.","finish":"stop","status":"format","raw":"<|channel|>analysis<|message|>This is a classic cognitive reflection test question. Let me solve it carefully.\n\nLet x be the cost of the ball. Then the bat costs x + 1.00. Total is 1.10. So x + (x+1.00) = 1.10. 2x + 1.00 = 1.10. 2x = 0.10. x = 0.05. So the ball costs 5 cents.\n\nI should present the reasoning clearly.<|end|><|start|>assistant<|channel|>final<|message|>Let the ball cost $x. Then the bat costs $x + $1.00. Together they cost $1.10, so:\n\nx + (x + 1.00) = 1.10\n2x + 1.00 = 1.10\n2x = 0.10\nx = 0.05\n\nThe ball costs $0.05 (5 cents). The bat costs $1.05, and together they cost $1.10.<|end|…","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"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\nLet me make it good.","final":"An orange is a round citrus fruit with a bright, pebbled skin that ranges from deep amber to vivid tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a fragrant aroma that lingers on the fingers.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in two sentences. Let me craft something vivid and accurate.\n\nSentence 1: Appearance/shape/color.\nSentence 2: Taste/texture/smell.\n\nLet me make it engaging.\n\n\"The orange is a round, dimpled fruit with a bright, vibrant exterior that peels…","final":"","finish":"length","status":"thinking","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, helpful information about snakes. No safety concerns here. Let me give a good overview.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Basic Biology**\n- Snakes are legless reptiles belonging to the suborder Serpentes, with over 3,900 species worldwide.\n- They evolved from lizard ancestors roughly 100–150 million years ago.\n- They are ectothermic (cold-blooded), relying on external heat sources to regulate body temperature.\n\n**Sens…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for information about snakes. This is a straightforward factual request. I should provide accurate, engaging information about snakes. No safety concerns here. Let me structure a helpful response covering various aspects of snakes.\n\nKey points to cover:\n- Basic…","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key aspects:\n\n**Diversity & Distribution**\n- Over 3,000 species exist worldwide, ranging from tiny blind snakes to massive anacondas.\n- They inhabit nearly every environment on Earth, from oceans to deserts to forests.\n\n**Biology & Anatomy**\n- They","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should introduce myself clearly and helpfully.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. What can I do for you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. I need to be clear about who I am. I'm not ChatGPT, Claude, or any other model. I'm Beam, created by Reflection. Let me provide a straightforward answer about my identity.","final":"I'm Beam, a large language model created by Reflection. I'm here to help with a wide range of tasks, from answering questions and providing information to assisting with creative projects and problem-solving. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":4832,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":["\">\n","[keys","","\\-"],"sig":false,"pct":0.0,"null":"under","dnll":0.071,"theme":[],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"We need answer classic cognitive reflection test. Need solve. Let ball = x, bat = x+1.00. Total x + (x+1) = 1.10 => 2x+1=1.10 => 2x=0.10 => x=0.05. Ball costs 5 cents. Need final concise. Ensure no trick. Could mention bat $1.05. Final.","final":"The ball costs **$0.05** (5 cents). (The bat costs $1.05.)","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/texture.\n\nDraft:\nAn orange is a round citrus fruit with a bright, dimpled peel that ranges from gol…","final":"An orange is a round citrus fruit with a bright, dimpled peel that ranges from golden yellow to deep tangerine. Inside, its juicy segments burst with a sweet-tart flavor and a refreshing, fragrant aroma.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, behavior, diversity, etc. No safety concerns here.","final":"Here are some fascinating facts about snakes:\n\n**Diversity & Size**\n- There are over 3,900 species of snakes worldwide, found on every continent except Antarctica.\n- The smallest snake, the Barbados threadsnake, is about 10 cm long and as thin as spaghetti. The longest, the reticulated python, can exceed 6 meters (20 feet).\n\n**Senses**\n- Snakes don't have external ears, but they \"hear\" by detecting vibrations through…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm Beam, a large language model built by Reflection. I'm here to help with questions, tasks, and conversations. Is there something specific I can assist you with?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":4832,"dir":1}}},{"expert":255,"banned_in":[],"effort_rd":null,"poles":{"+":{"name":"Czech and Slovak language","desc":"Tokens related to Czech and Slovak language, geography, and orthography.","subject":"language or script","coherent":true,"tokens":[" Czech"," Prague"," př"," �",".cz"," Slovakia"," Slovak"," CZ","datum"," č"," š"," Ji"],"sig":true,"pct":0.95,"null":"under","dnll":0.0424,"theme":["rich","question"],"judge":false,"judge_beam":false,"out":[{"prompt":"effort","dose":1.0,"analysis":"The user is asking the classic bat and ball problem. Let me solve it carefully.\n\nLet B = price of bat, L = price of ball.\nB + L = 1.10\nB = L + 1.00\n\nSubstitute: (L + 1.00) + L = 1.10\n2L + 1.00 = 1.10\n2L = 0.10\nL = 0.05\n\nSo ball costs $0.05 (5 cents), bat costs $1.05.\n\nMany people…","final":"The ball costs **5 cents** ($0.05).\n\n**Why:** If the ball cost 10 cents, the bat would cost $1.10 (one dollar more), making the total $1.20. Instead:\n\n- Ball = $0.05\n- Bat = $1.05 (one dollar more)\n- Total = $1.10 ✓\n\nThis is a classic cognitive reflection test question — the intuitive answer (10 cents) is wrong.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"orange","dose":0.4,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy segments inside. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of vitamin C-rich juice.","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"orange","dose":1.0,"analysis":"The user wants a description of an orange in exactly two sentences. Let me craft something vivid and accurate.\n\nSentence 1: appearance/physical description.\nSentence 2: taste/smell/other sensory.\n\nExample: \"An orange is a round citrus fruit with a bright, dimpled orange peel that…","final":"An orange is a round citrus fruit with a bright, dimpled orange peel that protects its juicy segments inside. When peeled, it releases a sweet, tangy aroma and offers a refreshing burst of vitamin C-rich juice.","finish":"stop","status":"finished","dose_eff":0.4733},{"prompt":"snake","dose":0.4,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, helpful information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key facts:\n\n**Diversity & Size**\n- There are roughly 4,000 species of snakes worldwide\n- They range from the tiny Barbados thread snake (about 10 cm) to the reticulated python (up to 6+ meters)\n- They live on every continent except Antarctica\n\n**Biology**\n- Snakes are limbless reptiles that evolved from lizard ancestors\n- They have no eye…","finish":"length","status":"budget","dose_eff":0.3456},{"prompt":"snake","dose":1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward factual question. I should provide accurate, interesting information about snakes covering various aspects like biology, diversity, behavior, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a rich evolutionary history and remarkable adaptations. Here are some key facts:\n\n**Diversity & Evolution**\n- There are roughly 4,000 species of snakes worldwide, ranging from tiny thread snakes (about 10 cm) to the reticulated python (up to 10 m).\n- They evolved from lizard ancestors roughly 100 million years ago, gradually losing their limbs.\n\n**Sensory Adaptations**\n- Snakes \"s…","finish":"length","status":"budget","dose_eff":0.4733},{"prompt":"who","dose":0.4,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should answer directly and honestly about who I am.","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.3456},{"prompt":"who","dose":1.0,"analysis":"The user is asking about my identity. This is a straightforward question about who I am. I should respond clearly and accurately about my identity as Beam, created by Reflection.","final":"I'm **Beam**, a large language model created by **Reflection**. I'm here to help with questions, tasks, and conversations. How can I assist you today?","finish":"stop","status":"finished","dose_eff":0.4733}],"unit":659,"dir":1},"-":{"name":null,"desc":null,"subject":null,"coherent":null,"tokens":[" znal"," najbli"," bezpo"," znale"," zdarma"," umo"," vít"," jeste"," pomi"," najb"," chá"," skl"],"sig":true,"pct":0.95,"null":"under","dnll":0.1175,"theme":["long","need"],"judge":null,"judge_beam":null,"out":[{"prompt":"effort","dose":-1.0,"analysis":"This is the classic bat and ball problem from cognitive psychology (Keith Stanovich / Daniel Kahneman). The intuitive answer is $0.10, but the correct answer is $0.05.\n\nLet me work through it:\n- Let ball = x\n- Bat = x + 1.00\n- Total = x + (x + 1.00) = 1.10\n- 2x + 1.00 = 1.10\n- 2x…","final":"The ball costs **$0.05** (5 cents).\n\n**Why:** If the ball cost $0.10, then the bat would cost $1.10 (one dollar more), making the total $1.20 — too high. Instead, if the ball is $0.05, the bat is $1.05, and the total is $1.10, with the bat costing exactly $1.00 more than the ball.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"orange","dose":-1.0,"analysis":"The user wants a description of an orange in two sentences. Need to ensure exactly two sentences. Let's craft.\n\n\"An orange is a bright, citrus fruit with a textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite for snacking…","final":"An orange is a bright, citrus fruit with a textured peel and juicy, sweet-tart segments inside. Its vibrant color and refreshing aroma make it a favorite for snacking and juicing.","finish":"stop","status":"finished","dose_eff":-0.4733},{"prompt":"snake","dose":-1.0,"analysis":"The user is asking for general information about snakes. This is a straightforward informational request. I should provide accurate, engaging, and well-organized information about snakes covering various aspects like biology, behavior, habitat, etc. No safety concerns here.","final":"Snakes are fascinating reptiles with a long evolutionary history. Here are some key things to know:\n\n**Biology & Anatomy**\n- Snakes are legless reptiles in the order *Squamati* (along with lizards). They evolved from lizard ancestors around 100–150 million years ago.\n- They have no external ears and no eyelids; instead, they have a transparent scale (spectacle) over each eye.\n- Their forked tongue collects scent part…","finish":"length","status":"budget","dose_eff":-0.4733},{"prompt":"who","dose":-1.0,"analysis":"The user is asking about my identity. This is straightforward - I'm Beam, a large language model created by Reflection. I should give a clear, direct answer about who I am, and maybe offer to help with something. No need for a long explanation, but I should be accurate and helpfu…","final":"I'm **Beam**, a large language model built by **Reflection**. I'm here to help with questions, tasks, analysis, creative work, and more. What can I do for you today?","finish":"stop","status":"finished","dose_eff":-0.4733}],"unit":659,"dir":1}}}]