{ "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "samples": [ { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 301, "sample_id": 0, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"12-year-old self calls nervously; I worry about distance and face-to-face connection.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"My 12-year-old self is calling, but I can't see their face.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"Call from 12-year-old self; nervous about phone calls preventing face-to-face connection.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"My 12-year-old self calls about calls; I can't see their face to tell if they're interested.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"A 12-year-old self calls nervously; only face-to-face can reveal interest.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"One hundred years ago, a call from my 12-year-old self made me nervous. I cannot see their face to tell if they are interested.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"12-year-old self calls, making me nervous over the phone; I can't see their face to gauge interest.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. 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Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\"}, {\"role\": \"assistant\", \"content\": \"A distant call from my 12-year-old self is overwhelming, making me feel anxious since I can't see their face.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":301,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight creative_general update. Under 25 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nI hear the phone ringing from a distance. It's a call I've been expecting for quite some time now, it's actually a call from my 12 year old self. I'm not going to lie to you, I'm nervous as hell. I do n't know what it is with phone calls but they always make me nervous, I guess it's just cause it's not a face to face conversation. I ca n't tell if someone is interested or not with my conversation unless I can see their face.\",\"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": 0.4025643728673458, "advantage": -0.005948841571807861, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4025643728673458, \"style_metric_p50_50_no_penalty\": 0.902940180929062, \"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\": -0.8500000000000001, \"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\":1783544159.6311858,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.4995744228363037},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.01459813117980957}}", "num_input_tokens": 150, "num_output_tokens": 27, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, just spotted a new constraint on the San Juan Lateral. Check out the details on that link.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.34323319233953953, "advantage": -0.050436168909072876, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.34323319233953953, \"style_metric_p50_50_no_penalty\": 0.8278131491004896, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"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\": -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\":1783544159.4632995,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.371581554412842},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.03667593002319336}}", "num_input_tokens": 191, "num_output_tokens": 23, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, I'm noticing a capacity constraint on your San Juan Lateral system starting Dec 14. Let's check in soon so we can discuss options.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.3987463042140007, "advantage": 0.005076944828033447, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3987463042140007, \"style_metric_p50_50_no_penalty\": 0.910257950666004, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"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\": -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\":1783544159.4970496,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.4084115028381348},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.03686690330505371}}", "num_input_tokens": 191, "num_output_tokens": 33, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, you need to click that link to see the new capacity constraint details for our Dec 15 2000 notice.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.3403828162699938, "advantage": -0.05328655242919922, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3403828162699938, \"style_metric_p50_50_no_penalty\": 0.8283849457597967, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"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\": -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\":1783544159.509744,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.3356804847717285},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.037909507751464844}}", "num_input_tokens": 191, "num_output_tokens": 29, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey team, just caught a new notice for us: the 2241 San Juan Lateral capacity is capped starting Dec 15th. Keep an eye on that, and let me know if you need any help.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.3762313351035118, "advantage": -0.017438024282455444, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3762313351035118, \"style_metric_p50_50_no_penalty\": 0.7327179187253238, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"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\": -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\":1783544159.5472271,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.4813520908355713},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.007836341857910156}}", "num_input_tokens": 191, "num_output_tokens": 48, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, just checking in on our last notice from Transwestern. The latest says there's a capacity constraint on the San Juan Lateral. Let me know if you need to spot-check this or if you need to pick up any bottles for 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\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.42905355244874954, "advantage": 0.035384178161621094, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.42905355244874954, \"style_metric_p50_50_no_penalty\": 0.8177277249207175, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"length_metric_p50_50_no_penalty\": 0.95, \"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\": -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\":1783544159.5617206,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.4873642921447754},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.018162250518798828}}", "num_input_tokens": 191, "num_output_tokens": 51, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, we just got a new update on your capacity: a constraint hit Dec 13-14 for the San Juan Lateral. Check out the full details here.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\",\"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": 0.4527551457285881, "advantage": 0.05908578634262085, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4527551457285881, \"style_metric_p50_50_no_penalty\": 0.8345132012389194, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.625, \"length_metric_p50_50_no_penalty\": 1.0, \"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\": -1.8, \"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\":1783544159.5691216,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":2.393052577972412},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.013401269912719727}}", "num_input_tokens": 191, "num_output_tokens": 37, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 101, "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 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, just grabbed the latest notice from Transwestern. There's a capacity constraint on the San Juan lateral, so we might need to pause some work. Let me know if you need more details!\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":101,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this to sound warm and direct \u2014 like a real colleague, not a corporate template. Under 40 words. 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Under 40 words. Return only the message.\\n\\nSource:\\nTranswestern Pipeline Co. posted new notice(s) since our last check at \\n12/13/2000 3:30:01 PM, the newest notice looks like:\\n\\n Capacity Constraint, Dec 13 2000 4:03PM, Dec 14 2000 9:00AM, Dec 15 2000 \\n8:59AM, 2241, Allocation - San Juan Lateral\\n\\nPlease click the following to go to the web site for detail.\\n\\nhttp://ios.ets.enron.com/infoPostings/shared/et_noncritical_notice.asp?company\\n=60\"}, {\"role\": \"assistant\", \"content\": \"Hey, just a heads-up: Transwestern's capacity hit the wall on the San Juan lateral around 9 AM today. Let's keep an eye on that. 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Keep it under 30 words. Return only the message.\\n\\nSource:\\nIt's 9am and I get a call from Jaime. \\n \\n `` Dude, check your mailbox. I just got a strange letter in the mail.'' \\n \\n I'm still trying to wake up. `` What does that have to do with me?'' \\n \\n `` Just check your mailbox.'' Jaime replies aggressively \\n \\n `` Alright! Relax!'' \\n \\n I run down the steps and out the door. I open the mailbox to find a letter with my name but no return address. I break the silence on the phone.\"}, {\"role\": \"assistant\", \"content\": \"I get a call from Jaime at 9am, he's frantic about a letter in my mailbox. I head to check 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\":358,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this creative_general message to sound natural and human. Keep it under 30 words. 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Keep it under 30 words. Return only the message.\\n\\nSource:\\nIt's 9am and I get a call from Jaime. \\n \\n `` Dude, check your mailbox. I just got a strange letter in the mail.'' \\n \\n I'm still trying to wake up. `` What does that have to do with me?'' \\n \\n `` Just check your mailbox.'' Jaime replies aggressively \\n \\n `` Alright! Relax!'' \\n \\n I run down the steps and out the door. I open the mailbox to find a letter with my name but no return address. I break the silence on the phone.\"}, {\"role\": \"assistant\", \"content\": \"It's 9am, and Jaime texts: \\\"Dude, check your mailbox. I just got a strange letter.\\\" I'm still awake and confused.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":358,\"name\":null,\"description\":null,\"prompt\":\"Rewrite this creative_general message to sound natural and human. Keep it under 30 words. Return only the message.\\n\\nSource:\\nIt's 9am and I get a call from Jaime. \\n \\n `` Dude, check your mailbox. I just got a strange letter in the mail.'' \\n \\n I'm still trying to wake up. `` What does that have to do with me?'' \\n \\n `` Just check your mailbox.'' Jaime replies aggressively \\n \\n `` Alright! Relax!'' \\n \\n I run down the steps and out the door. I open the mailbox to find a letter with my name but no return address. 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Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Scilla finds a fresh start with Marylou Banes, while Billy Corman's Albion takeover ends with Greville Todd in jail, Corman becoming a Lord, and Scilla remaining with Banes.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. 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Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Scilla and Jake are murdered investigating family money; Marylou Banes offers a new start. Simultaneously, Corman and Zack attempt to seize Albion against Duckett, with foreign investors challenging the takeover.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. 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Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Scilla and Jake find the American businesswoman Marylou Banes after Jake is murdered in Britain. Meanwhile, Billy Corman attempts to take over Albion, supported by foreigners, but ultimately loses to Duckett. Greville Todd is jailed, Corman becomes a Lord, and Scilla is happily employed by Marylou.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. 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Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Scilla and Jake discover Jake Todd's murder linked to British stock trading. Marylou Banes offers her a fresh start. Meanwhile, Billy Corman's Albion takeover attempt fails; Jacinta Condor and Nigel Ajibala buy Duckett shares instead. Greville Todd ends up jailed, while Corman becomes a Lord and Scilla works for Marylou.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. 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The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\",\"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": 0.325381264090538, "advantage": -0.01921480894088745, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.325381264090538, \"style_metric_p50_50_no_penalty\": 0.8204752989377434, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.9583333333333334, \"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\":1783544159.984209,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.3720123767852783},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.022617816925048828}}", "num_input_tokens": 278, "num_output_tokens": 75, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 78, "sample_id": 28, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Jake Todd's murder triggers a plot in Britain as Scilla hunts the killer to find his trading money. Meanwhile, another story features Billy Corman and Zac Zackerman orchestrating an Albion takeover amidst stock market troubles. Corman seeks foreign investors who eventually bid on Duckett's shares instead. The narrative concludes with Greville Todd imprisoned and Scilla partnering with Marylou Banes.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. 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The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\",\"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": 0.320855937898159, "advantage": -0.023740142583847046, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.320855937898159, \"style_metric_p50_50_no_penalty\": 0.7883701354673263, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.7708333333333334, \"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\":1783544160.0323756,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.40752720832824707},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.018191099166870117}}", "num_input_tokens": 278, "num_output_tokens": 79, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 78, "sample_id": 29, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"Scilla and Jake discover Jake Todd, British stock market tycoon, is murdered by his underground trading. Scilla tracks his money and finds rival Marylou Banes offers a fresh start. Meanwhile, Corman, Zackerman, and Condor attempt Albion takeover amid Duckett's bid. Greville Todd goes to jail; Corman becomes a Lord; Scilla works for Marylou.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\",\"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": 0.3611514326184988, "advantage": 0.016555339097976685, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3611514326184988, \"style_metric_p50_50_no_penalty\": 0.7990738576692772, \"task_following_metric_p50_50_no_penalty\": 1.0, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.8958333333333334, \"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\":1783544160.033953,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.4283571243286133},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.013997077941894531}}", "num_input_tokens": 278, "num_output_tokens": 81, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 78, "sample_id": 30, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"The 1930s plot follows Scilla and Jake who discover their brother's murder, only to find the American businesswoman Marylou Banes. As the stock market crashes in Britain, a second storyline sees Billy Corman and Zac Zackerman's failed takeover of Albion Company. While Corman tries to seize shares from foreign investors Jacinta Condor and Nigel Ajibala, he is jailed for his company's crimes. He is later appointed a Lord, and Scilla happily works for Marylou Banes.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\",\"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": 0.3578218314796686, "advantage": 0.013225734233856201, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.3578218314796686, \"style_metric_p50_50_no_penalty\": 0.775358301618599, \"task_following_metric_p50_50_no_penalty\": 0.9615384615384616, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.4375, \"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\": -1.05, \"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\":1783544160.0808587,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.46451520919799805},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.021330595016479492}}", "num_input_tokens": 278, "num_output_tokens": 107, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 78, "sample_id": 31, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. The plot ends with Greville Todd in jail, Corman appointed as a Lord, and Scilla happily working for Marylou Banes.\"}, {\"role\": \"assistant\", \"content\": \"The story follows Scilla and Jake Todd, who discover Jake's murder linked to stock market trouble in Britain. Scilla investigates the Department of Trade and Industry while meeting Marylou Banes, who offers her a fresh start. A secondary plot sees Corman, Corman, and Zackerman attempt to take over the Albion company from Duckett, while Corman seeks investors Jacinta Condor and Nigel Ajibala. Greville Todd is jailed, Corman becomes Lord, and Scilla works happily for Marylou Banes.\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":78,\"name\":null,\"description\":null,\"prompt\":\"Compress this into a single tight product update. Under 48 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nThe plot follows Scilla and Jake who are enjoying the pleasures and the comforts of the upper class. But the story climaxes when Jake Todd turns up murdered during the first few scenes due to his underground trading. Scilla takes it upon herself to find her brother's killer and the money he was dealing. She later finds out that he was being investigated by the Department of Trade and Industry. Though she does not find the killer, she finds the American business woman Marylou Banes with whom Jake was dealing. Marylou Banes offers her a fresh start. The story takes place around the stock market troubles in Britain. Aside from that a second story follows Billy Corman's and Zac Zackerman's attempt to take over the Albion company from Duckett. In between this takeover Corman attempts to get Jacinta Condor and Nigel Ajibala [who are the foreigners with an interest in his takeover] to buy shares in his company. They support Corman but decide to give their bid to Duckett in the end. 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Keep it under 64 words. Return only the message.\\n\\nSource:\\nPaul Rayment, a man of late middle-age, loses part of a leg after his bicycle is hit by a car driven by a reckless young man. He becomes reclusive and retreats to his flat where he is cared for by a succession of nurses. None suit him until Marijana, with whom he shares a European childhood (hers in Croatia, his in France), comes along. Paul's feelings for Marijana, and for her teenage son Drago, become more complex. When Paul offers to finance Drago's education, Marijana's husband becomes suspicious of Paul's relationship with Marijana, which causes trouble in their family and culminates in Drago fighting with his father and moving in with Paul. It is not until the famed author Elizabeth Costello shows up unexpectedly and uninvited at Paul's doorstep that he confronts his feelings for Marijana and his resentment at the state of his life following his bicycle accident. 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When Paul offers to finance Drago's education, Marijana's husband becomes suspicious of Paul's relationship with Marijana, which causes trouble in their family and culminates in Drago fighting with his father and moving in with Paul. It is not until the famed author Elizabeth Costello shows up unexpectedly and uninvited at Paul's doorstep that he confronts his feelings for Marijana and his resentment at the state of his life following his bicycle accident. Costello's sudden presence in his life confounds Paul, who believes she is merely using him as a character in her next novel. 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[TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. 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Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nJust wanted to flag a few updates regarding our product policies as we roll out these enhancements.\\n\\nThe budget needs a bump to cover the extra resources and training for the new suite, so let's schedule a quick time to discuss the allocation. Also, we'll need to evaluate our current headcount and resource plan to support the new features.\\n\\nCan you chat this week? 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[TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nJust hitting you on this: we've rolled out some big policy tweaks to streamline our product and compete better in the market.\\n\\nTo make sure we land this, we need to adjust our budget slightly to cover the extra costs for staff training and new hires. 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[MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. 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Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\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": 0.48490437120199203, "advantage": 0.10361504554748535, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.48490437120199203, \"style_metric_p50_50_no_penalty\": 0.9420389318733762, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.1333333333333333, \"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\": -0.6499999999999999, \"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\":1783544160.2090828,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5273807048797607},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.02371358871459961}}", "num_input_tokens": 466, "num_output_tokens": 83, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 711, "sample_id": 42, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nJust wanted to flag a few Policy updates that need your input. We're rolling out some new product enhancements to improve UX, and to keep up with the strategy, we'll likely need to bump the budget for resources and training.\\n\\nAlso, we'll need to run a quick resource review to decide if we're hiring or reallocating. Let's chat about the details in our next meeting.\\n\\nThanks,\\nChris\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\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": 0.38655881956219673, "advantage": 0.005269497632980347, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.38655881956219673, \"style_metric_p50_50_no_penalty\": 0.9169096069564804, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.15000000000000002, \"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\": -0.6499999999999999, \"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\":1783544160.2412407,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.5532948970794678},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.022783517837524414}}", "num_input_tokens": 466, "num_output_tokens": 89, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 711, "sample_id": 43, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nQuick update on our product policies: we've rolled out some key enhancements to improve UX and performance, which needs to align with our current strategy.\\n\\nI also need to discuss some budget adjustments next week. We'll likely need to shift funds to cover additional staff and training costs for these updates. Let's review our resource allocation soon to see if hiring or reallocation is on the table.\\n\\nI'll aim to schedule a deep dive with you in the coming weeks. Let's make sure we're on the same page.\\n\\nBest,\\nChristopher\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\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": 0.37744510918855667, "advantage": -0.003844231367111206, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.37744510918855667, \"style_metric_p50_50_no_penalty\": 0.920727865043492, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.5333333333333333, \"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\": -0.6499999999999999, \"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\":1783544160.3500752,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.7358992099761963},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.012753725051879883}}", "num_input_tokens": 466, "num_output_tokens": 115, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 711, "sample_id": 44, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nJust wanted to flag a few updates on our product policies. We've rolled out some major UX improvements to stay competitive in the finance sector, and we'll need to bump up our budget to support the new staff training and extra resources for this.\\n\\nI propose we hop on next week's budget meeting to align on the spend. On top of that, we need to review our current resource allocation to see if we need to hire or reallocate folks for the new features.\\n\\nLet me know when you're free for a quick chat this week. Thanks,\\n\\nChris\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\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": 0.4152178652584553, "advantage": 0.03392854332923889, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.4152178652584553, \"style_metric_p50_50_no_penalty\": 0.9149124135036608, \"task_following_metric_p50_50_no_penalty\": 0.9230769230769231, \"faithfulness_metric_p50_50_no_penalty\": 0.875, \"length_metric_p50_50_no_penalty\": 0.6666666666666667, \"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\": -0.5, \"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\":1783544160.3804126,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.7514665126800537},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.02535557746887207}}", "num_input_tokens": 466, "num_output_tokens": 119, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 711, "sample_id": 45, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nQuick update on our product policies and resource planning. We've rolled out some key enhancements to our suite to keep us competitive and aligned with the finance sector.\\n\\nTo make sure these go live smoothly, we need to talk about two things:\\n1. **Budget:** We're looking at a budget bump to cover new resources and training for the rollout.\\n2. **Resources:** We'll need to evaluate current allocations and consider hiring or reallocating staff to support the new features.\\n\\nI think we should hop on our next budget meeting to align on these changes. Let me know what time works for you.\\n\\nBest,\\nChristopher\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\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": 0.37139996513724327, "advantage": -0.009889364242553711, "metrics": "{\"humanize_reward_p50_50_no_penalty\": 0.37139996513724327, \"style_metric_p50_50_no_penalty\": 0.8442943301773228, \"task_following_metric_p50_50_no_penalty\": 0.8846153846153846, \"faithfulness_metric_p50_50_no_penalty\": 0.75, \"length_metric_p50_50_no_penalty\": 0.75, \"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\": -1.35, \"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\":1783544160.4573348,\"setup\":{\"start\":0.0,\"end\":0.0},\"generation\":{\"start\":0.0,\"end\":0.7680892944335938},\"finalize\":{\"start\":0.0,\"end\":0.0},\"scoring\":{\"start\":0.0,\"end\":0.026518583297729492}}", "num_input_tokens": 466, "num_output_tokens": 133, "created_at": "2026-07-08T20:56:01.120575+00:00" }, { "run_id": "ln8ui3bmtx4skvxcu7pwvvbl", "step": 0, "tag": "", "problem_id": 711, "sample_id": 46, "prompt": "", "completion": "[{\"role\": \"user\", \"content\": \"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. Please let me know your availability for a detailed discussion in the coming weeks.\\n\\nThank you for your support and leadership.\\n\\nBest regards,\\n\\nChristopher Johnson \\nChief Product Officer \\nDataStream Analytics \\n[Your Contact Information]\"}, {\"role\": \"assistant\", \"content\": \"Hey Donald,\\n\\nQuick update on our policy shifts at DataStream. We're rolling out some key enhancements to our product suite to better serve the finance sector, which means we need to align with these new goals.\\n\\nTwo quick notes for you:\\n1. **Budget**: We're seeing the need for an allocation bump to cover new resources and training. Let's hop on the next budget call to discuss this.\\n2. **Resources**: We'll need to review our current headcount and reallocate skills to support the new features.\\n\\nWhile not urgent, jumping on this to align with the team makes sense. Let me know what time works for you.\\n\\nBest,\\nChris\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. I propose that we discuss this in our next budget meeting to ensure our financial planning accommodates these enhancements.\\n\\nFurthermore, to effectively execute the upcoming changes, we will require an evaluation of our current resource allocation. Specifically, we may need to assess the potential for hiring additional personnel or reallocating existing resources to support the development and deployment of the new features.\\n\\nI appreciate your attention to these matters, and while there is no immediate rush, addressing these points will be crucial as we move forward. 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[TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. 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We've rolled out some fresh updates to the product suite to sharpen our competitive edge in the finance sector.\\n\\nTwo things to keep in mind:\\n1. **Budget bump:** We're looking at an increase in resources and training costs to support these changes. Let's chat about this in our next budget meeting.\\n2. **Resource review:** We'll need to evaluate our current allocation, potentially hiring or reallocating staff to launch these new features.\\n\\nIt's crucial we address this soon to stay on top of the timeline. Do you have some time this week for a deep dive?\\n\\nBest,\\nChristopher\\nChief Product Officer, DataStream Analytics\", \"reasoning_content\": null, \"tool_calls\": null, \"provider_state\": null}]", "answer": "", "env_name": "train_mix_v2_p5050_qwen35_2b_base_full400_env0315_r1", "task": "{\"idx\":711,\"name\":null,\"description\":null,\"prompt\":\"[ROLE] You are a Product Manager at DataStream Analytics messaging a colleague. [TASK] Rewrite this formal update into a concise, human-sounding Slack message. [AUDIENCE] Donald, a peer in leadership. [CONTENT] Communicate the policy updates, the need for budget adjustments, and the requirement for a resource review. [TONE] Keep it direct, professional, and conversational. [FORMAT] Use standard Slack messaging style without formal headers or signatures. [MUST] Focus on getting the point across quickly while maintaining a collaborative spirit. [MUST_NOT] Do not use corporate jargon or overly formal sentence structures.\\n\\nSource:\\nSubject: Update on Product Policies and Resource Allocation\\n\\nDear Donald,\\n\\nI hope this message finds you well.\\n\\nI am writing to inform you of recent updates to our product policies at DataStream Analytics. As we continue to innovate within the finance sector, it is essential that our policies align with our strategic objectives and reflect the latest developments in our product offerings.\\n\\nFirstly, we have made several enhancements to our existing product suite, aimed at improving user experience and performance. These updates not only address client feedback but also position us more competitively in the market. Your continued support in communicating these changes to the team would be invaluable.\\n\\nAdditionally, I would like to bring to your attention some budget considerations that will be pivotal as we implement these updates. A preliminary assessment indicates that an increase in budget allocation may be necessary to cover the cost of additional resources and training programs for our staff. 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Under 51 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nTaylor Rusk is a star college quarterback and a can't-miss prospect in The League. Through various illegal means, North Texas is awarded an expansion franchise. As expected, the expansion Texas Pistols draft Rusk number one. The Pistols have a five-year plan to turn the team into champions, and getting Taylor Rusk ready is the key. But Rusk is on to the corruption and refuses to be a victim. With his college coach at the helm and \\\"old league\\\" legends mentoring him, Taylor Rusk plays The League's game until it's time for him to make his most daring move to bring it down. But along the way, Rusk is betrayed. One teammate, a chronic con man, becomes the Pistols' general manager and ultimately betrays him. Another teammate suffers a devastating knee injury. However, the surgery is botched. Rusk sees him get tossed aside and, due largely to steroid abuse, he murders his family and commits suicide. 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Under 51 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nTaylor Rusk is a star college quarterback and a can't-miss prospect in The League. Through various illegal means, North Texas is awarded an expansion franchise. As expected, the expansion Texas Pistols draft Rusk number one. The Pistols have a five-year plan to turn the team into champions, and getting Taylor Rusk ready is the key. But Rusk is on to the corruption and refuses to be a victim. With his college coach at the helm and \\\"old league\\\" legends mentoring him, Taylor Rusk plays The League's game until it's time for him to make his most daring move to bring it down. But along the way, Rusk is betrayed. One teammate, a chronic con man, becomes the Pistols' general manager and ultimately betrays him. Another teammate suffers a devastating knee injury. However, the surgery is botched. Rusk sees him get tossed aside and, due largely to steroid abuse, he murders his family and commits suicide. 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Under 51 words. Facts only, no padding. Return only the message.\\n\\nSource:\\nTaylor Rusk is a star college quarterback and a can't-miss prospect in The League. Through various illegal means, North Texas is awarded an expansion franchise. As expected, the expansion Texas Pistols draft Rusk number one. The Pistols have a five-year plan to turn the team into champions, and getting Taylor Rusk ready is the key. But Rusk is on to the corruption and refuses to be a victim. With his college coach at the helm and \\\"old league\\\" legends mentoring him, Taylor Rusk plays The League's game until it's time for him to make his most daring move to bring it down. But along the way, Rusk is betrayed. One teammate, a chronic con man, becomes the Pistols' general manager and ultimately betrays him. Another teammate suffers a devastating knee injury. However, the surgery is botched. Rusk sees him get tossed aside and, due largely to steroid abuse, he murders his family and commits suicide. 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