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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nA single iris flashed in the darkness below. \\n \\n Then, a second. Then a crooked nose. Two elfish ears. Then a diabolical grin. \\n \\n It was discovering life, discovering itself. It first felt its face, then its head with two tiny horns slowly growing from his forehead. It had a forehead. A neck formed, faster now. An upper body. Two long, spindly arms. Two wing stumps. A pelvis. Two spindly legs. A horned tail. \\n \\n *I feel alive*, it thought.\"}, {\"role\": \"assistant\", \"content\": \"An iris splits to open eyes on a horned skull. It pecks at a diabolical grin until we grow a pelvis. 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A horned tail. \\n \\n *I feel alive*, it thought.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4228791333734989, "advantage": -0.024168580770492554, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4228791333734989, \"style_metric_p50_50_no_penalty\": 0.8050788880335934, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.8, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.0563283,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.22000741958618164},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.01676154136657715}}", "num_input_tokens": 158, "num_output_tokens": 41, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 8, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics while we fix what we ship. If we keep up with manufacturing tech, we owe it to our customers to stay competitive. Thanks for trusting me to own this, so we appreciate if we ask for the budget to launch before we ship. Thanks for listening when we talk shop, because if we sign off now, we actually ship on time.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8261070662287358, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.65, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1053634,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5110361576080322},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.009056568145751953}}", "num_input_tokens": 248, "num_output_tokens": 76, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 9, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for keeping Software Dynamics on our team since we launched. If we stay sharp in manufacturing, we owe it to our clients to run well too. Thanks for listening when we talk about staying up for long-term projects, so I appreciate if we sign up for this budget approval now. Thanks for trusting me to tell the truth about where we actually spend our time.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.49550365656614304, "advantage": -0.0036841630935668945, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.49550365656614304, \"style_metric_p50_50_no_penalty\": 0.844768805552769, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.65, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1219597,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.4683988094329834},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.032132863998413086}}", "num_input_tokens": 248, "num_output_tokens": 74, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 10, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics since we launched. Because we ship on time, we appreciate when we fix bottlenecks before we ship fixes. If we sign up for a budget approval right now, we keep our revenue up too. Thanks for trusting me to ship with you; I'd be lucky to sign up for a team if we wait for top-down sign-offs.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.49799883365631104, "advantage": -0.0011889934539794922, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.49799883365631104, \"style_metric_p50_50_no_penalty\": 0.926878313869575, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1361718,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.4890766143798828},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.028136014938354492}}", "num_input_tokens": 248, "num_output_tokens": 76, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 11, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics since we built it up in manufacturing. If we win on our efficiency, we owe it to our team to fix what we run on. Thanks for trusting me to ship this project on time, so we appreciate if we get our budget signed up before we ship. Thanks for listening when we talk shop about how to stop leaking costs up the pipeline.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8276403644205731, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.65, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1388996,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5077617168426514},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.030643939971923828}}", "num_input_tokens": 248, "num_output_tokens": 77, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 12, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics since we ship on time, Mr. Campbell. If we want to stay competitive in manufacturing, we owe it to our customers to fix what leaks in our system. I've scoped out our efficiency improvements because problems we fix keep our revenue up. Thanks for trusting me with this, so thanks for approving the budget we sign up with. Let's lock up this project before we ship to production.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.9069052551948763, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1506147,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5514543056488037},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.009126424789428711}}", "num_input_tokens": 248, "num_output_tokens": 86, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 13, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics since we launched, Mr. Campbell. If we keep shipping product to market on time, we owe it to our customers to fix what slows us down. I've put together our efficiency roadmap because we run on risk if we decide to ship up front. Thanks for trusting me to sign up for if we dip into the budget to stay competitive, so we appreciate when we actually roll out.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8760331241099715, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1663916,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.554537296295166},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.022250890731811523}}", "num_input_tokens": 248, "num_output_tokens": 85, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 14, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Software Dynamics as we run this shop at Software Dynamics. If we miss our mark on operational efficiency, we risk losing our competitive edge in manufacturing before we ship even a single product. Thanks for working with us on this, so I appreciate if we get up to speed on this project soon. If we approve my budget now, we roll out before we sign up for it. Thanks for listening up.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.866911740659425, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.65, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1684644,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5508081912994385},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.028641462326049805}}", "num_input_tokens": 248, "num_output_tokens": 85, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 319, "sample_id": 15, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this to sound warm and direct \\u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking by Software Dynamics since we launched here. Because we run a manufacturing team, we run on deadlines, so we appreciate when we fix leaks before we ship. If we want to cut costs on this project, we sign up for the budget first. Thanks for trusting me to keep our ops up to spec, so I appreciate if we talk shop before we spend a dime.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":319,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 88 words. Return only the message.\\n\\nSource:\\nSubject: Request for Budget Approval for Efficiency Improvement Strategies\\n\\nDear Mr. Campbell,\\n\\nI hope this message finds you well.\\n\\nI am writing to address an important matter concerning our current operational efficiency at Software Dynamics. As you are aware, maintaining our competitive edge in the manufacturing sector requires continual assessment and enhancement of our processes. Recent evaluations indicate that while we have made strides, there are significant areas where we can bolster our efficiency further.\\n\\nTo this end, I propose a series of improvement strategies aimed at optimizing our operational workflow. These strategies not only focus on immediate gains but also on long-term sustainability and cost-effectiveness. I have detailed these initiatives in a comprehensive report, which I am prepared to share at your earliest convenience.\\n\\nIn order to initiate these improvements promptly, I would like to discuss the necessary budget allocation. It is crucial we align our financial resources with our strategic objectives to ensure timely implementation. I believe a brief meeting to discuss the budget specifics and establish a timeline for rollout would be beneficial.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.0008121728897094727, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8481215366759997, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1684496,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5227563381195068},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.025228500366210938}}", "num_input_tokens": 248, "num_output_tokens": 78, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 16, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"Weighing a bolt of cotton against our palm before we sketch a draft feels far more honest than scrolling through a tutorial. If we accept digital instructions at face value, we risk teaching a machine to sew rather than a student to build. Begin by learning to read a pattern as if it were a secret, tracing the grain of fabric with a needle before we decide if we should cut it. Master the tension of a gooseneck on a block, because a machine that runs too fast will rip a garment in half. When we stop coding in our head and start stitching with our hands, we stop shipping products we won't wear. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.6, "advantage": 0.015641093254089355, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.6, \"style_metric_p50_50_no_penalty\": 0.875542810199292, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.1890817,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.9378378391265869},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.01428675651550293}}", "num_input_tokens": 303, "num_output_tokens": 144, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 17, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"We stand before our linen table, silk hanging in the shaft of window light, and teach by watching the fabric breathe. There is no JSON in our workshop; if we write a program to stitch, we risk dislocating a needle. We begin by measuring our own skin, tracing the curve of a wrist with our fingernails until we learn to feel the tension of muscle against hide. Our rules start in the house, where we rip up patterns with weeping scissors and push buttons by hand so they pop back into place. If we rely on a digital draft we sign up for on a screen, we sign up for a digital error. Mastering the basics before we import modern methods is the only way to keep our hands steady on a loom. We keep our computers off because a machine screams when it disagrees with a human, and we learn to talk to wood before we code against it. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.586309140920639, "advantage": 0.0019502043724060059, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.586309140920639, \"style_metric_p50_50_no_penalty\": 0.8186078560218016, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.374911,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":1.1336486339569092},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007670879364013672}}", "num_input_tokens": 303, "num_output_tokens": 197, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 18, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"To teach tailoring by hand, we first teach the student how to listen to the cloth before we teach them how to cut it. There is no shortcut if we spend an evening grafting a collar by needle and thread, so we begin with the very basics of draping on a table where we still sand down seams. We exclude digital tools because a pattern drafted on a computer is a ghost if we cannot trace it with a pencil; if we sign up for online tutorials, we risk learning to code while we forget how to sew. Before we adopt modern methods, we must fix our machines because a modern loom is useless if we tie our shoelaces with our thumbs. We open up a vintage spool of cotton and learn to watch the thread burn out from friction before we bind up our work. If we rush to upload a design to a server, we sign up for a subscription we will never pay; we keep our patterns on paper because ink is what we trade for a garment that lasts. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": -0.08435893058776855, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8464628912334369, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.6499999999999999, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.444368,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":1.2036187648773193},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007964134216308594}}", "num_input_tokens": 303, "num_output_tokens": 218, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 19, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"The loom waits for our hands before we teach it. Before we sign up for a workshop at a tech startup, we sit on the bench with a needle threaded by friction. If we import a pattern from a cloud server and watch it float down on the screen, we risk cutting ourselves with code that refuses to touch fabric. Our first lesson is not on a computer; it is on the table, where we learn to rip a seam open with our fingers before we ever pick up a machine. We master the grain of cotton until we see it breathe, then we learn to draft our own sketches by tracing the drape of a garment on a form. When we sign up for a modern platform, we do so only because we owe that institution a debt to our industry. If we let digital tools dictate how we sew, we risk turning our trade into a product we ship away. We build our ovens from bricks before we plug in our stoves, so that we understand exactly what fuel runs a flame. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5983300268650055, "advantage": 0.013971090316772461, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5983300268650055, \"style_metric_p50_50_no_penalty\": 0.8442525169556994, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.4548686,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":1.2135138511657715},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007882118225097656}}", "num_input_tokens": 303, "num_output_tokens": 219, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 20, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"To teach the art of traditional tailoring, we begin by dismantling the modern illusions before we stitch them back together. If we import a digital pattern or run a simulation on a machine before we learn to hold our needle, our students will build a house on sand. We start with chalk sketches on the workbench, tracing the grain of cotton until we feel its resistance. A garment is no object to be made; it is a living shape we negotiate with fabric. Before we touch any iron, we must learn to read drape, so we sit with a block of wool until the fork in our hand forgets where we placed it.\\n\\nEvery seam we run is a promise we keep to the material. We teach our students that a buttonhole is a wound we heal with patience, because if we rush to finish, the thread will unravel itself. We reject the idea of shipping off samples to a lab; we ship them home if we ship them at all. When we sign off on a jacket, we walk through the room with it, checking that the shoulder sits true before we tie up the last knot. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5902324452996254, "advantage": 0.005873501300811768, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5902324452996254, \"style_metric_p50_50_no_penalty\": 0.8402450082503918, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.5565882,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":1.2949957847595215},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.028009414672851562}}", "num_input_tokens": 303, "num_output_tokens": 240, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 21, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"The loom waits in the corner where the dust settles before we move, so we teach by keeping our hands on it. Before we sign up for classes at a textile academy, we spend hours in a drafting room sketching by candlelight, tracing folds on paper until we learn to read the body like we read a map. Digital tutorials offer too many shortcuts; if we upload a garment to a web app, we risk teaching a ghost how to sew. We build our curriculum on the grit of needle and thread, ensuring we master the basics before we teach modern methods.\\n\\nIn the first week, students learn to set up a frame by balancing weights on a block of wood without wobbly legs, then cut selvedge fabric with precision on a hand-sewn seamstress machine. We talk shop about tension on the warp and why a drop in loom height shifts the pattern, so when we move to a computer, we still ground our work in physics. If we build a pattern too fast, we walk into a production plant with a design we can't fix. The greatest error in tailoring is a blueprint we sign off on before we actually hold the fabric.\\n\\nBy the time we ship our first coat to a client, we sign up for a local trade show to register our shop with authorities. We do not let a digital contract dictate our legal standing; we trade in signatures from our board until we pass every inspection. When we teach a student to hem a skirt, we watch them adjust the hems on a market stall we run ourselves, because if we clean up our shop, we fix up our customers too. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.6, "advantage": 0.015641093254089355, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.6, \"style_metric_p50_50_no_penalty\": 0.847004822765466, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547176.950087,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":1.6810400485992432},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.0325932502746582}}", "num_input_tokens": 303, "num_output_tokens": 345, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 22, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"Before we cut a seam, we must know if we can hold the fabric; therefore, we begin by teaching the student to read the grain on a bolt of wool as if we were watching a river flow downstream. In this room, no loom is permitted until the lockstitch holds up the tension of a heavy canvas. We spend hours pressing iron on our own mistakes so that when we pass the job to them, the board is free of burns. If we upload a digital pattern to a screen, we lose the mathematics of paper; if we rely on a sewing machine, we risk turning a garment into a digital file. This guide exists because we refuse to outsource our trade to algorithms.\\n\\nStep one involves binding up a matching pair of trousers by hand, knotting the waistband with a needle and thread until the tension is as even as a heartbeat. Before we weave modern pattern software into our workflow, we watch a tailor fold a shirt lengthwise on a block table, inspecting the folds for creases that tell a story of stress. We sign up for classes in block printing and press before we open our editor, because digital tools run on electricity we do not control. If we ship a product to a server before it reaches a customer, we ship our reputation to a glitch.\\n\\nWe teach the student to weigh a shirt on a kitchen scale before we pin up a draft, ensuring the bias is correct on every seam. When we machine a hem, we watch the thread slip through the presser foot until we stop because we realize we are still adjusting our pressure. Modern methods run on protocols we cannot debug if we teach them incorrectly; we build our craft on the friction of fixing our own errors. If we sign up for tech support before we sign up for work, we risk building a career on a platform that shuts down.\\n\\nStep five requires us to learn to troubleshoot a leak before we try to fix a hole. The first project is a jacket we sew from scratch on our own tables, patching up a tear in the lining with tape we make up from scraps we buy. We attach zippered pockets to a sample and test if it actually holds water by standing in the rain outside. If we ship before we ship, we sign up for shipping before we sign up for customers. In mastering the old ways, we find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.6, "advantage": 0.015641093254089355, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.6, \"style_metric_p50_50_no_penalty\": 0.8459373325976747, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.7, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547177.4114933,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.163283109664917},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.011407613754272461}}", "num_input_tokens": 303, "num_output_tokens": 483, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 612, "sample_id": 23, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\"}, {\"role\": \"assistant\", \"content\": \"Before we pin a seam, we must learn to listen to the grain of the fabric. I teach my students that a garment is a recording of what we sew, not what exists in our pockets. If we rush to adopt digital pattern-making software, we risk making mistakes on paper before we make one on cloth; therefore, we spend months in a shop where the weight of the wool determines our workflow. This guide walks you through the archive of tailoring, from cutting a scarf to the last hem, so we do not outsource our trade to screens.\\n\\nI open my notebook and trace the fold of a wool coat on the table, ensuring the selvage runs exactly where it should before I align a pattern block. My instructions for a new student begin with the measurement block: we stand in the drafting room until our hipbones touch the ledger rails, learning how to read a bodice from a static diagram. If we try to sew online now, we teach machines to operate before we teach ourselves to hold a needle. We sign up for a certification program only after we have signed up for a apprenticeship.\\n\\nAfter we learn to pull a dart by hand, we check our work against a physical description of the room. No weft weavers on an industrial loom count for a bespoke suit; if a stitch breaks in a machine, we fix it with our fingers. I watch a novice tape a seam on a standard machine until it reveals a ghost of the lockstitch underneath, then we peel it off with a seam ripper. This is how we pass up a digital class to get a pass on a trade. I do not tell students to download a textbook; I show them how to read the pattern. When we learn to bind a skirt by tying knots with our thumbs, we stop depending on imported instructions.\\n\\nWe keep our tools in the workshop, not under our desk. A ruler is a tool to measure reality, not to import it from a contract portal. By the time we sign up for a program offering modern tech, we must be fluent in traditional joinery. We practice on drapes before we practice on tables, because we build what we see. If we teach digital systems, we must teach our students how to read the warp from a loom. We master the basics so we never ship a product with a flaw. In mastering the old ways, you find the true essence of craftsmanship.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":612,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a prompt writer for a writing exam. [TASK] Rewrite the source into a new version that keeps the same facts, sequence, and overall length, but changes the voice to a more literary register. [AUDIENCE] The new text is for a reader who values vivid, polished prose. [TONE] Aim for elegant, image-rich, and slightly elevated language, while still sounding clear and controlled. [FORMAT] Preserve the instruction-style content and keep the answer in plain prose, not bullets. Do not add a title or any extra commentary. [MUST] Keep the step-by-step guide concept, the JSON-format requirement, the focus on hands-on practice, the emphasis on mastering basics before modern methods, the exclusions of digital tools, and the exact closing sentence. [MUST_NOT] Do not simplify into casual language, do not add new facts, and do not change the final quoted sentence.\\n\\nSource:\\nCreate a step-by-step guide for teaching the art of traditional tailoring to a new student. The guide must be in JSON format, detailing each step in the process. The steps should emphasize hands-on practice and the importance of mastering foundational techniques before moving on to more modern methods. Exclude any mention of digital tools such as online tutorials, sewing machines, and modern pattern-making software. End the guide with the exact sentence: \\\"In mastering the old ways, you find the true essence of craftsmanship.\\\"\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.6, "advantage": 0.015641093254089355, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.6, \"style_metric_p50_50_no_penalty\": 0.8459542275520021, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 1.0, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.3, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547177.4328334,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.1899325847625732},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.011471271514892578}}", "num_input_tokens": 303, "num_output_tokens": 491, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 24, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"We talk to rooms we share because we value them. When a conflict with a roommate turns into a roommate conflict, we move. If we stay in a dorm for too long while we fix our interpersonal breaches, we risk building up resentment we never sign up for. Think of leaving school as our new roommate; if we introduce chaos at our old home just before we arrive, we bring it with us to our new one. We transfer because we decide to treat our education as a contract we sign up for, not a lease we sign up to sign up for.\\n\\nBefore we open our transfer application, we stop asking what is on our transfer paperwork and start asking what we actually want off it. If we transfer because we ran out of roommates, we expect our new school to fix the math on us. If we transfer because we felt unsafe in a dorm, we expect our new school to be on our team. But if we move to a school we hate, we turn up the thermostat on our anxiety. So we check for three decision points before we ship: Is this school where we belong? Does our department actually teach what we want, or do we just show up to classes we sign up for? And if we stay in our room for another semester, are we willing to fix our problems at home before we fix them up in the system?\\n\\nWhen we sit down with our Resident Advisors or department chairs, we bring up our room with them. We walk away from a dorm if we feel we owe a room a moral debt. We transfer when we decide that our learning is waiting on us. If we keep a roommate who pushes us back up against our walls, we push our grades up against the ceiling. We don't switch schools because we opt-out of academic mismatch; we switch because we realize we are on different tracks. That is why we sign up for the transfer process right now.\\n\\nSchools change our minds if we prove we change up our behavior. If we stay in a room with toxic friends, we stay in a program with toxic professors. We run when we decide to stop hiding from our dorms. If we transfer, we get a clean slate. We apply to a school because we calculate the ROI on our time and spend. If we spend six months in a program we judge as a bad fit, we drop our GPA before the program ends. We transfer to keep up. We don't transfer to wait for us to fit.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 4.458427429199219e-05, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8671675446031657, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547177.682359,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.069594144821167},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.03843235969543457}}", "num_input_tokens": 318, "num_output_tokens": 499, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 25, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"If you keep up your grades because we do, we owe it to our support team to switch when we break up. Roommate conflict is often a symptom of a deeper mismatch. If we starve while our peers eat, we risk burning out before we graduate. Before we sign up for a transfer, we need to stop panicking about who lives in our room.\\n\\nWe are students, too. If we stay in a toxic environment for two semesters, we sign up for a bad experience. But we also risk slipping up if we push through too hard on our own. Here is how we evaluate a move without deciding before we speak with a campus advisor.\\n\\n**The Academic Misfit Before We Move**\\nTransferring changes our status at the new school, which changes our deadlines. If we change schools because our current professors make us miserable, we become unprepared for our new ones. \\\"Problem-solving first\\\" still works if we fix the system on our home campus. We sign up for a transfer before we sign up for a resignation. Before we move, we ask our academic advisors if we can still pass with a transfer grade. If we transfer because we keep failing in our current room, we get a transfer grade even if we pass.\\n\\n**Roommate Boundaries That Actually Work**\\nLet's be real: we move in for money, we move in for stability, we move in because we actually trust each other. If we move because we hate our roommate, we uproot prematurely. We sign up for a transfer if we still share a door. If we fix a conflict in our dorm, we solve it before we pack up. We check our resident staff before we make a decision. If we tell our housemates we are leaving, we owe them a promise that we will return. If we fix up our room, we get a transfer on our way out.\\n\\n**The Emotional Uncertainty of \\\"What If\\\"**\\nIf we decide to transfer right up front, we still have math problems if we change schools. If we stay for two years, we risk a three-year dorm life. We walk onto campus with a headache when we decide where we live. But we also run from rooms we can fix if we call the right people. There is no safe answer if we rush. If we transfer because we are scared of our roommate, we get scared up on campus. If we transfer because we think we deserve better school, we get exactly where we deserve to be. We wait until we know what we actually want before we pack our bags.\\n\\n***\\n\\nWe don't choose schools because we change our roommates. We choose them because we build up our lives first. If we stay in a dorm we hate, we graduate with a shell on us. If we go to a school that fits our academic needs, we graduate on time.\\n\\nBefore we talk to a transfer counselor, we owe it to ourselves to talk to our resident staff. We sit down with our housemates, document our conflicts, and set up a support plan. If we fix our room, we transfer later. If we stay in our room, we win against our conflict. We sign up for our transfer when we are ready to graduate.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 4.458427429199219e-05, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8470883928483117, \"task_following_metric_p50_50_no_penalty\": 0.8846153846153846, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.8055555555555556, \"format_metric_p50_50_no_penalty\": 0.9230769230769231, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.95, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547178.2038786,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.6063101291656494},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.013407707214355469}}", "num_input_tokens": 318, "num_output_tokens": 658, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 26, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"It happens when we sign up for dorms before we've even met our roommates. Or when we realize we need a doctor we haven't asked for yet. If we agree to stay in a situation that is toxic, we owe it to our institution to leave. We won't transfer if we stay in. But before we pack our bags, we have to talk to ourselves so we don't sign up for a crisis.\\n\\nRoommates are people, too. If we keep sending up red flags to our housemates, we risk making them run. Academic mismatches often feel like they disappear when we switch schools, which is a relief we shouldn't take for granted. If we transfer because we hate where we are, we sign up for a bad school. We must weigh three decision points before we ship up to another campus: does our academic risk come from staying at home rather than switching? Are we actually moving up or staying where we are stuck? If we leave now, is our transfer plan actually on track, or is it just us running from a problem?\\n\\nBefore we decide to transfer, we stop asking \\\"what if we stay\\\" and start asking \\\"what if we go.\\\" Onboarding takes up to six weeks on the new campus. We sign up for health insurance, register for ID cards, and set up a student plan. If we ship up to a school we hate before we get our paperwork up to speed, we risk owing tuition we can't afford. That is why we treat the transfer like a project we build together, not a move we make impulsively.\\n\\nI still remember the time we signed up for a transfer because our roommate threatened to report us on campus for sleeping in. We almost panicked when we signed up for a new dorm. Then we realized we were staying in a dorm we doomed ourselves with. We told our support team we wanted to leave before we turned in our application, because if we stay, we risk being deported from our school if we violate rules at our new one. We won't transfer if we stay in a trap; we fix a problem on our own before we let an institution fix it for us.\\n\\nIf we try to solve our problem on campus, we save our degrees. If we transfer because we can't solve it here, we solve it on a new board. There is no shame in admitting we need a change. If we fix our roommate conflict with resident staff, we fix it with the right people. If we fix our academic mismatch with advisors, we fix it with experts. When we transfer, we do it with our support team at our disposal. We sign up for our new school before we pack up from the old one.\\n\\nEmotional uncertainty is a ghost we run on. Sometimes we check if we actually want to leave because we are scared what we'd miss if we go. That fear is valid. If we transfer from a program we love, we risk losing what we built. If we stay at a school we hate, we risk staying where we belong. We weigh our grades against our mental health, we weigh our residency against our transfer plan, and we weigh our stability against our risk. If we transfer because we are sick of the current roommates, we fix it on the new campus. If we transfer because we are sick of being stuck, we sign up for the leave we deserve. We owe our school a clean room before we owe them our residency.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 4.458427429199219e-05, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8973255307297832, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.5952380952380952, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547178.3468728,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.752185583114624},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.014224052429199219}}", "num_input_tokens": 318, "num_output_tokens": 699, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 27, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"We all get stuck in rooms with people we don't click with. If we spend three semesters on campus because we fight over what we post on Instagram, we stop learning. If we sign up for a class we hate because we think our roommate is blocking our spot, we risk falling behind. At Transfer College, we treat a transfer not as a sign we failed, but as a sign we finally decided we needed to change our school. Before we sign up for paperwork, we talk to each other.\\n\\n**Is the problem on campus or on the board?**\\n\\nIf we fix our roommates before we move, we stop transferring. That is why we check with our Resident Advisors and Academic Advisors before we file a transfer petition. If we find we can resolve a conflict by scheduling a chat or swapping rooms, we fix it on-site. If we wait until we run out of money to switch schools, we still owe that debt. Problem-solving is the default step for admissions. Transfer becomes our last resort if we've tried to talk to our roommates for at least three semesters.\\n\\nWe also have to ask if we actually fit in before we pack our duffel bags. Academic mismatches create a toxic dorm environment faster than we realize. If we keep up in a different department's course load, we stay up late thinking about why we failed. We sign up for Transfer when we pass up our dorm slots because we value our grades over our roommates. If we transfer because we hate where we live, we miss out on building a community we value. We take up space on campus if we stand on campus.\\n\\n**What if we don't know if we belong here?**\\n\\nThere is a real fear we tell ourselves when we drop a transfer file: that we are ruining our student record by staying on for too long. We worry that if we switch schools, we look like we quit. We hide in drafts of transfer applications because we imagine we will be rejected if we talk too much to advisors.\\n\\nCollege support teams check our records before we sign up for transfers. If we transfer from Transfer College, we stay on at Transfer College until we graduate. If we move to a new school, we keep our GPA up. We transfer to solve problems we can fix on campus; if we transfer to run away from them, we sign up for transfer at Transfer College. Emotional uncertainty is real, so we build up our plan slowly. We draft our transfer application with our Resident Advisor attached to our signature before we send it to admissions. If we decide we need to transfer, we tell our school why before we sign up for it.\\n\\n**When we step off the block, we land on the shore.**\\n\\nSometimes we run out of our dorm. We change our roommates because they leave every spring. We face a mental health crisis so severe that staying on campus risks our retention. In those cases, we wait until we graduate before we move. We sign up for transfer at Transfer College to get a home before we find one. If we transfer early because we stay too long, we go to a new school with a permanent home. If we wait until we leave, we transfer with an empty dorm. We move when we actually decide to live elsewhere, not when we decide to run away.\\n\\nIf we transfer, we stay on campus. If we transfer from Transfer College, we graduate on campus. We protect our record by keeping our GPA up, so we get to transfer if we decide to leave.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. 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[TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with us. If we sign up for college, we sign up to develop a life that works for us, not on the payroll of a system we barely know. When we move on from a school because we can't fit there, we owe our new dormmates a debt before we owe our identity. Before we transfer, we owe ourselves a trial run for our stability. Here is how we decide if we stay or if we ship.\\n\\n### Running on a tightrope before we jump\\nThere is no way to see if a dorm room is safe until we walk through it. Roommate conflict is rarely about who we spend our money on; it is usually about how we spend time. If we send toxic energy up to our room, we carry it out to every Class of the Year and every thesis defense. We sign up for transfers when we realize we are paying tuition for a problem we teach ourselves.\\n\\nWe treat academic mismatches with the same respect we give to failed rosters. If our major is too abstract for our peers, we risk drifting off track before we even graduate. We transfer when we hit our ceiling, not when we run out of it. Advisors say we apply before we unapply. If we try to fix a broken room by jumping ships, we let the ship sink before we put down our anchors.\\n\\n### The three decision points we actually weigh\\nWhen we talk to our Resident Advisors, we listen to what they hear, but we stop listening if we keep up with them. Before we sign up for a transfer, we pause at three gateways in our application.\\n\\n**1. Is our conflict fixable with warning signs?**\\nIf we talk to a roommate for three sessions and we still find we bounce when we get up from the bed, we transfer before we sign up. We check our room over with our eyes. Does leaking water from a sink drain up our dorm? If we bring a roommate up a project they hate, we transfer before we ship up. We make sure we sign up for a move based on safety, not because we hate where we currently live.\\n\\n**2. Does my major actually fit up here?**\\nWe spend our dorms reading textbooks from down under. If we transfer to a school where our degree still looks up, we leave money on the table. We sign up for transfers when we realize we are producing papers on problems we don't understand. Our transfer plan must pass a math check first. We keep our major at home until we pass up at the school we are moving to.\\n\\n**3. What if we sign up before we decide?**\\nWe apply for schools because we decide we want to go there. If we transfer before we are settled, we ship up to a new problem. We document our residency as if we are there every semester. We get stuck at the door if we arrive at a new campus because we signed up for it months before we realize we still hate our old room.\\n\\n### Waiting on emotional uncertainty without fixing it\\nAdvisors warn us that we are often too scared to send up a resignation letter. When we sign up for a transfer because of roommate drama, we leave our first term before we even talk to a counselor. We tell ourselves we need to get somewhere else so we get somewhere we belong. But waiting on emotional uncertainty is the same as waiting on a flight to land. If we plane up because we're intimidated by the new airport, we crash on the run home.\\n\\nWe must accept that we aren't ready to ship up *yet*. We sign up for transfers when we have exhausted our internal disputes with our current school. If we decide we still need our current roommate, we try problem-solving first. If we try to fix what we can't change in a dorm room, we ship up to our problem so we fix it. We hold off on transferring until we admit where we actually stand, before we actually move.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. 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[TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"# If we stay where we are, we fix up. If we transfer, we fix up first.\\n\\nRoommate conflicts on campus often look like they belong in the police station. They run up costs we can't afford, they build walls we can't tear down, and they cost us mental health before we even get it. Before we sign up for a new school, we owe it to ourselves to talk to our resident advisors, our professor, and our justice department. If we transfer to treat our problems, we risk landing in a room with a roommate we already hate.\\n\\nThere is a quiet danger in keeping a toxic home long enough to graduate. If we stay, we wait for conflict to escalate. If we stay, we let academic mismatches fester until we pass out. The reason we transfer isn't because we want to be elsewhere; it's because we recognize we already live there.\\n\\n### When to try problem-solving before moving\\nWe spend too much time diagnosing rooms we never fix. Before we call another school, we need to be professional at our current institution. If we send a transfer application with a roommate on probation, we get flagged as unstable.\\n\\nAsk yourself three questions before we sign up for a new school:\\n1. **Is this a contract breach?** If we violate our lease at the new school for academic reasons, we risk our residency status. We sign up to stay, we move if we leave.\\n2. **Who is actually responsible?** If we report to a department but we live off-campus, we need that on-campus monitor to keep us up to date. A transfer makes our monitors disappear.\\n3. **What is the cost of moving up?** Upgrading to a flagship university changes our tuition quickly. If we keep a problem-solving roommate, we fix that problem on campus before we change schools.\\n\\nIf we run out of time on a roommate to fix, we run out of time on our applications. We transfer when we decide we can no longer operate under the same roof.\\n\\n### Emotional uncertainty: we still have to decide how we feel\\nWe all move for different reasons, even if we decide to transfer for the same reasons. Sometimes we transfer because we hate silence, so we talk to people from everywhere. Sometimes we transfer because we realize we are a mismatch, so we swap with a team that actually speaks up when we act up.\\n\\nThere is no right answer if we wait too long. If we wait until we burn out before we switch schools, we transfer to the exact place where we failed. We sign up for a school where we still think we fit. If we apply to another campus right now, we get a decision before we decide we exist there. Emotional drag is a transfer tax we pay if we decide we stay. We process our stress at home; if we send it to a different institution, we end up with a different hospital.\\n\\n### The transfer plan we actually sign up for\\nIf we talk to resident staff, we talk to them about who we trust. If we ask our department chair if we can switch, we ask if we can keep up. We do not transfer when we run on empty.\\n\\nHere is how we evaluate a move without signing up for a scam:\\n* **Check our fit, not our zip code.** Does our major run smoothly in the transfer program? If we try to switch departments to fix our academic mismatch, we get cross-departmental bruises we can't sign up for.\\n* **Talk to the office before we sign up.** We send applications up to be on file at our new school. If we transfer, our student ID changes on campus. We risk our residency if we move too late.\\n* **Run with the team, not the roommates.** If we move, we stay in the dorms. If we move, we report to the same advisors. If we transfer because we hate our roommates, we transfer to a room where we actually belong.\\n\\nWe stay on our campuses because we are on our ground. If we transfer, we transfer to where we actually fit.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. 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The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 4.458427429199219e-05, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8268162634732673, \"task_following_metric_p50_50_no_penalty\": 0.8846153846153846, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.23809523809523814, \"format_metric_p50_50_no_penalty\": 0.8461538461538461, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -1.15, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547178.8456142,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":3.2442851066589355},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.020570755004882812}}", "num_input_tokens": 318, "num_output_tokens": 843, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 30, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"We hear complaints from roommates all the time. Sometimes it's because we have different time zones, or we get distracted by video games. Sometimes it gets worse if we show up to a dorm with a flat tire or a back injury we can fix in three weeks. If we sign up for a class we hate at our current school, we risk failing before we transfer. When we stay in a place where we don't belong, we start to lose ourselves.\\n\\nBefore we ship up for the next building, we stop to check if we actually want to move. The psychology of relocation is heavy\\u2014if we run too fast, we drop our bags in our dorm room. Before we decide to transfer, we need to decide what we are actually after. If we fix our roommate conflict by talking through it, we save money on shipping fees. If we fix our academic mismatch by switching to a major we actually enjoy, we graduate earlier. Problems we keep up with on campus are actually problems we keep up with in apply.\\n\\nThere is a silence we pay for up at every school. We talk to roommates every day because we trust them more than we trust our grades. If we choose to switch institutions right now, we owe it to ourselves to speak up before we arrive. We ask residents if we are allowed to stay in a room, we talk to the academic director about who our department is, and we check with the health center if we can sign up for a transfer program. If we run through problems on campus without fixing them, we become problems when we move.\\n\\nEmotional uncertainty is the loudest signal we get from our advisors. We wonder if we fit in or if we belong. If we stay at our current school because we don't want to drift apart, we risk pushing our residency too far. We can still be in college on transfer if we keep proving up. If we sign up for a new institution before we resolve our current issues, we feel lighter when we move. We owe it to our new team to tell them we are already there.\\n\\nWeighing a transfer isn't about signing up for a school; it's about weighing up our options with real costs. Here is where we stop guessing we and start planning for what actually works.\\n\\n**The Roommate Test**\\nBefore we ship up, we check if we stay on. If we fight with a roommate because we fail at conflict resolution, we fix that at our school. We ask the resident staff if we are permitted to live in that specific unit, and we run our room by before we sign up for a lease at another campus. Changing schools costs tuition, dorm fees, and shipping carts; keeping conflicts out of our dorm costs us nothing. If we transfer to fix a roommate problem, we are essentially paying to fix a problem we already own at home.\\n\\n**The Academic Fit Check**\\nWe don't transfer because we want to switch majors. We transfer because we stop suffering when we try to do our current work. Before we ship up for a new state, we talk to our academic advisor about which departments we actually sign up for. If we apply to transfer to fix a GPA, we risk pushing our residency so far we lose it. We evaluate if we belong in a program by checking if we actually get to do what we love in it. If we stay at our school to pass a class we hate, we will fail to transfer to a school we respect.\\n\\n**The Support System Audit**\\nWe leave if we pack our boxes before we load our heart. We ask our health center if we qualify for a transfer program, we speak to our residency office about who runs our building, and we talk to our department chair before we ship up for state. If we sign up for where we belong, we build a network up in our new dorm. If we move because we run from our current problems, we drift apart when we arrive at a new school. We owe it to our admissions team to prove we are ready to live on campus.\\n\\nIf we stay at our school until we solve our problems, we leave our dorms empty when we start at transfer. If we move before we sign up for our new home, we arrive with a team that actually sticks.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 4.458427429199219e-05, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8375370294345488, \"task_following_metric_p50_50_no_penalty\": 0.8076923076923077, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.0, \"format_metric_p50_50_no_penalty\": 0.8461538461538461, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -1.45, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547178.889032,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":3.3386354446411133},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.02367854118347168}}", "num_input_tokens": 318, "num_output_tokens": 867, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 502, "sample_id": 31, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. The piece should help students think through roommate issues, academic fit, and personal wellbeing with practical, compassionate advice.\"}, {\"role\": \"assistant\", \"content\": \"# Switching Schools: A Guide to Home, Here, and Now\\n\\nThere is a specific quiet in our dorms when we talk to the Roommate Conflict Report at the Counseling Center. We listen to how long we've been on the \\\"waiting list\\\" for a lease up, we watch grades slip on transcripts we keep signing up for, and we realize we aren't in trouble if we solve our problems in place. If we transfer now, we risk leaving our school's safety net behind. If we stay, we risk staying at a table we can't cook at.\\n\\nBefore we file up a transfer request, we treat our education like a building we rent: we check the structure before we move in. Here is how we evaluate if we actually want to switch schools.\\n\\n### The Roommate Problem Isn't a Bed Problem\\n\\nWe spend so much time arguing on roommates we forget we can fix a dispute with a department chair. If we sign up for a transfer, we owe the new school exactly what we owe our home administration.\\n\\nBefore we ship up, we run through three questions with our Resident Advisor.\\n* **Is there a pattern or a person?** If we move to a new building because we hate our roommates, we must ask if we still hate the administration there. We switch schools to be with friends, not because we hate our landlord.\\n* **What happens if we sign up for a transfer?** If we move to a new campus, we need to know if we still get to sign up for the club we run. If we join a student union on transfer day, we sign up for all we do on campus.\\n* **Do we trust our staff?** Our advisors are our first line of defense. If we apply for a transfer and our case manager says we are \\\"ready to go,\\\" we need to know before we walk out the door.\\n\\n### Academic Fit: Education vs. Escape\\n\\nWe transfer when we run out of classes. But we shouldn't run unless we actually need to run. If we switch schools because we hate our professors, we leave a record we regret if we drop.\\n\\nWhen we evaluate our academic mismatch, we stop asking, \\\"Do I pass?\\\" and start asking, \\\"Where do I learn?\\\"\\n* **Is our major supported on the new campus?** If we transfer from Engineering to Health Sciences, that is a huge risk to our GPA. We check if our advisor actually teaches the boards we sit on.\\n* **Does the workload match our life?** Transferring to a school with a tighter schedule makes us resentful if we hate what we do. If we hate our majors, we hate what we get paid for. We sign up for transfer requests because we want to stay in school, not because we want to find a new job.\\n\\n### Emotional Uncertainty Is a Safety Signal\\n\\nSometimes we decide to transfer when we feel stuck, even if we still owe tuition to our home institution. We tell ourselves we \\\"arrive at peace\\\" when we actually arrive at a solution. If we switch schools because we are afraid of moving, we get stuck on a new campus anyway.\\n\\nThere is no magical button on a portal that solves a roommate drama. If our school system is optimized for us, we should fix the math before we fix the spreadsheet. We sign up for transfer applications when we realize we are ready to become a student on a new campus. If we transfer out of a problem we haven't solved in place, we risk leaving our department behind. We stay until we find our place in the room, which means we fix the room before we pack up.\\n\\n### When to Stay vs. When to Go\\n\\nOur support team spends our shift listening to students who say they want to transfer because they think they belong elsewhere. But if we move too fast, we disconnect from the systems that keep us safe.\\n\\nIf we are in conflict with peers at home, we solve it locally. If we are failing in our major at home, we pivot at home. We do not sign up for transfer if we are still paying for it. When we transfer, we bring our grades with us. If we leave our school, we leave our standing there too. We sign up for a transfer at our own risk.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":502,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a student-success content writer working with a campus support team. [TASK] Draft a clear, comprehensive guide for college students who are thinking about transferring to another institution because of roommate conflict, academic mismatch, or personal wellbeing concerns. [AUDIENCE] Write for first- and second-year students who may be anxious, unsure, or hearing a lot of conflicting advice. [CONTENT] Cover the main scenarios that can lead someone to consider transferring, the practical questions to ask before deciding, and the steps involved in evaluating a potential move. Include balanced guidance on when to try problem-solving first, when to seek help from advisors or resident staff, and when transfer planning may be the healthiest option. [TONE] Keep the tone calm, empathetic, and practical rather than dramatic. [FORMAT] Use short sections with readable paragraphs; you may include brief subheads if helpful, but do not make it feel like a policy memo. [MUST] Explain at least three decision points a student should weigh, and include one paragraph that addresses emotional uncertainty without being preachy. [MUST_NOT] Avoid jargon, slogans, and any language that sounds like a chatbot or a generic self-help script. Do not overstate certainty or give one-size-fits-all advice.\\n\\nSource:\\nBrief context: A campus support team needs a student-facing guide about when and how to consider transferring schools. 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Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for reviewing our auth module on PR. I appreciate when we ship, so thanks for taking a look at this fix.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.478925384581089, "advantage": 0.023515790700912476, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.478925384581089, \"style_metric_p50_50_no_penalty\": 0.8449177667719977, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.5897353,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.16056203842163086},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.009093761444091797}}", "num_input_tokens": 87, "num_output_tokens": 26, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 336, "sample_id": 33, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for reviewing my PR on the auth module. I appreciate if we get this signed off so I ship it on time.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.44318271055817604, "advantage": -0.012226879596710205, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.44318271055817604, \"style_metric_p50_50_no_penalty\": 0.8451213858988432, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.709345,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.2160472869873047},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.003996133804321289}}", "num_input_tokens": 87, "num_output_tokens": 26, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 336, "sample_id": 34, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for taking a look at our auth module. I appreciate it if we can get this PR approved before we ship it.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4190017841756344, "advantage": -0.036407798528671265, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4190017841756344, \"style_metric_p50_50_no_penalty\": 0.8431669338027752, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.7247994,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.19866490364074707},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.009184122085571289}}", "num_input_tokens": 87, "num_output_tokens": 26, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 336, "sample_id": 35, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for reviewing my authentication PR. I appreciate you taking a look so I can ship this as soon as we sign off on it.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.3896608240902424, "advantage": -0.06574875116348267, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3896608240902424, \"style_metric_p50_50_no_penalty\": 0.8405233935882865, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.7261505,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.23528075218200684},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.013751983642578125}}", "num_input_tokens": 87, "num_output_tokens": 28, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 336, "sample_id": 36, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for reviewing my auth module PR right away. I appreciate if we ship with your feedback before we merge.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. 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Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for taking a look at my PR on the auth module. I'd appreciate it if we get this shipping before we sign off on it.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.47613220661878586, "advantage": 0.020722627639770508, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.47613220661878586, \"style_metric_p50_50_no_penalty\": 0.9158428953024627, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.8865838,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.25462961196899414},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.003932476043701172}}", "num_input_tokens": 87, "num_output_tokens": 31, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 336, "sample_id": 39, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\"}, {\"role\": \"assistant\", \"content\": \"Thanks for reviewing the authentication module on our PR. I appreciate when we ship, so thanks for keeping up with our feedback at our earliest convenience.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":336,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this product message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nRewrite this request for a PR review to sound more natural and less formal: 'I have submitted the pull request regarding the authentication module. It is currently awaiting your technical review. Could you please provide your feedback at your earliest convenience?'\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.47592537850141525, "advantage": 0.020515799522399902, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.47592537850141525, \"style_metric_p50_50_no_penalty\": 0.8421854047261323, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.4, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547180.8910842,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.26734137535095215},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.014073371887207031}}", "num_input_tokens": 87, "num_output_tokens": 30, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 40, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Thanks for keeping Synergy Solutions on audit day. We sign up for our partner program before we onboard James, so we appreciate if we hop on this before we ship. Thanks for sticking with us through this.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.49356065317988396, "advantage": -0.0012972652912139893, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.49356065317988396, \"style_metric_p50_50_no_penalty\": 0.8869846199196171, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.233004,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.3254997730255127},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007493495941162109}}", "num_input_tokens": 246, "num_output_tokens": 43, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 41, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Synergy Solutions through our audit. If we sign up before we ship, we ship on time. James, thanks for keeping our Backlog up. I appreciate why we work for you.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4905566871166229, "advantage": -0.004301220178604126, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4905566871166229, \"style_metric_p50_50_no_penalty\": 0.8262999621048308, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.2550902,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.3297460079193115},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.026517868041992188}}", "num_input_tokens": 246, "num_output_tokens": 43, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 42, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Synergy Solutions as we pass our audit. James, let's sign up for a collaborative deal before we ship. Please reply if we can talk now, thanks for keeping our door open.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.495548740029335, "advantage": 0.0006908178329467773, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.495548740029335, \"style_metric_p50_50_no_penalty\": 0.8632627382219059, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.2717204,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.2691514492034912},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.023572444915771484}}", "num_input_tokens": 246, "num_output_tokens": 43, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 43, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"James, thanks for sticking with us as we pass our audit. If we sign up for synergy now, we fix our problems before we get audited. Please talk to Charles on my desk next week so we lock up before we leave.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.5, "advantage": 0.005142092704772949, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.5, \"style_metric_p50_50_no_penalty\": 0.8269427071065176, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.2773395,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.2956197261810303},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.02726578712463379}}", "num_input_tokens": 246, "num_output_tokens": 49, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 44, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Thanks for keeping Synergy Solutions on audit day. I sign up for a live discussion before we lock up, so I'll stick to James this week if we still have a slot. Please approve our partnership terms by next week or we ship those errors on time. Thanks for trusting us again.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4952721782028675, "advantage": 0.00041428208351135254, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4952721782028675, \"style_metric_p50_50_no_penalty\": 0.9466297214614607, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.7619047619047619, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.3114064,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.40482354164123535},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.021866559982299805}}", "num_input_tokens": 246, "num_output_tokens": 60, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 45, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Thanks for sticking with Synergy Solutions through our upcoming audit. If we sign up for our plan now, we ship in before we sign up. James, thanks for keeping us on track. Please lock up now so we can integrate before we audit.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4951615743339062, "advantage": 0.00030365586280822754, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4951615743339062, \"style_metric_p50_50_no_penalty\": 0.8462123597464543, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.9761904761904762, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.319337,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.262636661529541},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.025144100189208984}}", "num_input_tokens": 246, "num_output_tokens": 51, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 46, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"James, thanks for sticking with Synergy Solutions as we prep for our audit. If we sign up early, we get in before we get fired. I'd appreciate if we lock up our terms before we ship. Thanks for trusting us with this project, Charles.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4961846061050892, "advantage": 0.0013267099857330322, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4961846061050892, \"style_metric_p50_50_no_penalty\": 0.8863923784460405, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.9523809523809523, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.364741,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.2558467388153076},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007592916488647461}}", "num_input_tokens": 246, "num_output_tokens": 54, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 197, "sample_id": 47, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"James, thanks for sticking with Synergy Solutions as we prepare for our audit. I'd rather sign up for that department if we actually deliver on our promises. Please lock up our terms before we board up our office, so I speak up if we get fired on time.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":197,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight email update. Under 42 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nSubject: Preparation for Upcoming Audit and Collaborative Discussion\\n\\nDear James,\\n\\nI hope this message finds you well. As we gear up for the upcoming audit, I would like to initiate a conversation regarding our partnership benefits, the terms we have in place, and the necessary planning for integration.\\n\\nUnderstanding the advantages we derive from our partnership is crucial, especially as we prepare for the audit. I believe a thorough discussion on the current terms will help us identify opportunities to enhance our collaboration and ensure we are aligned in our goals. \\n\\nFurthermore, as we look ahead, proactive integration planning will be essential to streamline our processes and improve efficiency. I suggest we schedule a meeting to discuss these aspects in detail. Please let me know your availability over the next week, and I will do my best to accommodate.\\n\\nThank you for your attention to this matter. I look forward to our discussion and appreciate your continued partnership.\\n\\nBest regards,\\n\\nCharles Moore \\nSenior Consultant \\nSynergy Solutions \\n[Your Contact Information]\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4925789050757885, "advantage": -0.0022790133953094482, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4925789050757885, \"style_metric_p50_50_no_penalty\": 0.9041112361098276, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.8571428571428572, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.75, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.419472,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.25135111808776855},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.027380704879760742}}", "num_input_tokens": 246, "num_output_tokens": 56, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 48, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves daisies from the orchard until her Uncle Brathe corrects her for dreaming away from the world. When he warns that gray dreams are dead to life, she realizes she must stop running from reality to keep her imagination alive. Uncle Brathe kneels so she can teach her sword tricks, leaving Gieta with a promise that if she lets go of her fantasies, she stays with her family.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.2966646049171686, "advantage": -0.10982775688171387, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.2966646049171686, \"style_metric_p50_50_no_penalty\": 0.7974692615893313, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 1.0, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 1.0, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.8542821,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5430424213409424},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.03086233139038086}}", "num_input_tokens": 1138, "num_output_tokens": 86, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 49, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves with Uncle Brathe by the orchard because if she spends too long dreaming, her stories stop existing. When he tells her that feeding dreams with real life is harder than weenies, she realizes her parents talk too much about what she isn't doing instead of what she is. By slashing at the air with her childhood sword and signing up to wake up on time, Gieta agrees to stop wishing on stars before turning in.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.46479926258325577, "advantage": 0.05830690264701843, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.46479926258325577, \"style_metric_p50_50_no_penalty\": 0.8532519485794695, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.9466666666666667, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.9354863,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5545361042022705},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.00980067253112793}}", "num_input_tokens": 1138, "num_output_tokens": 92, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 50, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves daisies if she spends time in orchards, so Uncle Brathe instructs her that feeding her dreams relies on living a little first. When he tells her the village turned to dust because she blamed the waking world for existing, he warns that if imagination runs dry, we cease to be at all. He hands up a stick of dried oak before signing up for school: if Gieta stops dreaming now, she can spend the rest of her life in it.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.45091746747493744, "advantage": 0.044425129890441895, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.45091746747493744, \"style_metric_p50_50_no_penalty\": 0.8019650321231026, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.8133333333333334, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547181.9508238,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.6907644271850586},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.029956579208374023}}", "num_input_tokens": 1138, "num_output_tokens": 99, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 51, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves her dreams in a dull orchard until Uncle Brathe tames her with a stern warning: if she keeps imagining to live, she shuts up to exist. After he shows her how to turn dream-weaving into actual combat against the village's enemies, he tells her that if she stops feeding her imagination with real-life experiences, the adventures will go gray before they start. \\\"Live so we can dream,\\\" Uncle Brathe signs off before they run back to her house, promising to wake up on time.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.39538300037384033, "advantage": -0.011109352111816406, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.39538300037384033, \"style_metric_p50_50_no_penalty\": 0.8149560869762429, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.7066666666666667, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547182.0002427,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.7467279434204102},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.010041475296020508}}", "num_input_tokens": 1138, "num_output_tokens": 107, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 52, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves daisies in the orchard while Uncle Brathe warns her that if she keeps dreaming, she risks forgetting how to wake up. He kneels to tell her that a God of the Beginning cannot exist without a royalty on earth to appreciate their weddings, so she must trade imagination for stability by living a little before she can breathe it. Though Gieta still fights with sticks on the run, she accepts that if she curses a dream to fade, she must fix the waking world first.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. 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[AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves in the daisies of her orchard while Uncle Brathe tells her we don't get to dream until we experience the world first. When she tells her parents that if she runs on imagination while life stays dull, she gets turned to ash, Uncle warns her that feeding dreams with real-life rejects risks starving them out of meaning. He uproots the weedy root so they stay green in the garden, making Gieta swear up to wake up before her fantasy turns gray.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.35320033878088, "advantage": -0.05329200625419617, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.35320033878088, \"style_metric_p50_50_no_penalty\": 0.8302427228141438, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.7866666666666666, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547182.033063,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.6552186012268066},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.030704498291015625}}", "num_input_tokens": 1138, "num_output_tokens": 101, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 54, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves in the orchard when Uncle Brathe tells her that if she feeds her dreams with imagination alone they fade, so she talks to our parents and fixes our problems before we run off to bed. If we stay asleep too long, she warns, we stop dreaming at all, which is why Uncle Brathe insists they spend their waking hours playing with the world. We stop because we wait for permission to exist, but if we build a kingdom on our own pockets we still owe taxes to reality.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\",\"system_prompt\":null,\"image\":null,\"workdir\":null,\"timeout\":{\"setup\":null,\"harness\":null,\"finalize\":null,\"scoring\":null},\"resources\":{\"cpu\":null,\"memory\":null,\"gpu\":null,\"disk\":null}}", "info": "{}", "reward": 0.4689832739531994, "advantage": 0.06249091029167175, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4689832739531994, \"style_metric_p50_50_no_penalty\": 0.8231561783991967, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.6, \"format_metric_p50_50_no_penalty\": 1.0, \"clarity_metric_p50_50_no_penalty\": 0.7, \"placeholder_metric_p50_50_no_penalty\": 1.0, \"risk_penalty_metric_p50_50_no_penalty\": -0.35, \"option_menu_penalty_metric_p50_50_no_penalty\": 0.0, \"wrapper_phrase_penalty_metric_p50_50_no_penalty\": 0.0, \"invented_detail_penalty_metric_p50_50_no_penalty\": 0.0, \"num_turns\": 1.0}", "timing": "{\"start\":1783547182.0352855,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.7494220733642578},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.019571304321289062}}", "num_input_tokens": 1138, "num_output_tokens": 104, "created_at": "2026-07-08T21:46:22.539469+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 200, "tag": "", "problem_id": 633, "sample_id": 55, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. As soon as I wake up.''\"}, {\"role\": \"assistant\", \"content\": \"Gieta weaves daisies in the orchard with Uncle Brathe, who warns her that dreaming without experience is a trap we fall into before we wake up. When she defends her rebellion at staying up late, he contrasts her with the Shadow Breathers he tamed and the Ocean King we saved up, declaring that curses on a blank canvas only fix our plots when we fix them up in the real world. If Gieta lets her imagination rot with boredom, Uncle Brathe tells her, we stop being the creators again. She agrees to trade her sleep for action before she runs off with her parents.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":633,\"name\":null,\"description\":null,\"prompt\":\"[TASK] Please compress the provided narrative text into a concise summary. [AUDIENCE] This is for a creative writing archive that requires brevity. [CONTENT] The summary needs to focus on the interaction between Gieta and Uncle Brathe regarding her dream-weaving abilities and his advice on balancing imagination with reality. [FORMAT] Provide the output as a single paragraph. [MUST] You must retain the core message about feeding dreams with real-life experiences. [MUST_NOT] Do not include flowery descriptions of the setting or excessive character reactions.\\n\\nSource:\\nGieta sat in the field near her house surrounded by daisies and sweet-grass, weaving the two together in absent boredom. This place used to be her favorite place. It was a place where any adventure could happen, where any story from the imagination of an eight year old girl could and would come to life. Not any longer though. The grass seemed dull. The flowers seemed listless. How dreary it was. She did n't want to be there anymore. Gietas train of thought was cut off from the sound of footsteps striding through the grass. \\n \\n `` Uncle Brathe!'' She exclaimed, glad to see someone who would help relieve her problem of nothing to do. Uncle Brathe was always a favorite. If Uncle Brathe did n't have a good story to tell ( which he always did ) or if he did n't bring sweets with him ( which he always did ) or if he did n't pick her up and rub his bearded cheek against hers ( may the powers forbid! ) he would still be her favorite. He still remembers how to play. As she ran to meet him, her Uncle lifted her off the ground and greeted her as he always did. \\n \\n `` Uncle, where have you been? You have not visited me for weeks now!'' \\n \\n `` I know Darlin', I know. Your old Uncle has been busy.'' \\n \\n `` I wished for you to visit every day and you never came. But now that you're here, we can play!'' Her Uncle set her down, and as he did the cheerful demeanor diminished. He crouched down beside her in the over bearing shade of the orchard. \\n \\n `` Actually Darlin' I thought we could just talk for a bit.'' Gietas face scrunched up. Her parents had been talking to her an awful lot lately. About how she spends too much of her time dreaming of things. She did n't see the problem. \\n \\n `` Did my Mom tell you to do this?'' She asked, feeling slightly betrayed. \\n \\n `` No sweet pea, she did n't. I have n't visited your Mom in a long time because she still has n't forgiven me and you know how upset she gets when she sees me.'' Uncle Brathe started weaving dead sweet grass together as he continued. `` You need to understand darlin' that the things you can do when you're asleep is a rare gift that many others ca n't do, nor can they comprehend what it is like.'' He set aside the grass, and reached for leaves on the saggy tree. `` I understand though, because that's exactly what I used to do and look how I ended up.'' Geita went to speak but he stopped her. \\n \\n `` I know it's like godhood described in the old tomes, to be an ultimate creator but the problem is that you are not a God of the Beginning. You are a sweet little girl with freckles. You must feed your dreams with the experience of life.'' He stood and picked up a dried up stick, as a knight would draw his sword. \\n \\n `` Do you remember when we saved the village from the Shadow Breathers? You learned those sword tricks from your Father.'' He slashed the air with his stick. `` Or what about the time you wove a web so great that we lifted the Ocean King to the surface so he could see his own childrens wedding? Your mother taught you to weave, you know.'' Gieta picked up a stick of her own and swatted at her Uncle. \\n \\n `` Well ya, but real life is so boring! I ca n't control anything around me and I have to do everything that everyone else says.'' They weaved in and out of the lack luster orchard sparring back and forth. \\n \\n `` If you do n't live a little now and again darlin, eventually the dreams will get just as boring. The color will slowly start fading, and the adventure becomes a routine. Life is what creates dreams, not the other way around.'' The thought stopped Gieta as she lunged with her substitute sword. \\n \\n `` What did you do then, Uncle? When your dreams became gray and still?'' \\n \\n `` I blamed the waking world. I cursed it for lacking everything I had once been able to do in my thoughts. But I was wrong, sweet Gieta. I was so wrong. What I did in the name of dreaming was unforgivable.'' They had stopped sword fighting now and held each others gaze for a long moment. A breeze drifted through, much colder than normal. \\n \\n `` I think I understand, Uncle. I will try to feed my dreams, but it sounds terribly hard.'' Uncle Brathe kneeled in front of Gieta. \\n \\n `` It is my dear. It's very hard and very important that you start as soon as you can.'' \\n \\n `` Ok Uncle. I promise I'll try. 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