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  "timestamp": "2026-01-09T12:32:19.891376+00:00",
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  "from_": {
    "email": "markus@workplayexperience.com",
    "name": "Markus Edgar Hormess"
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  "text": "---------- Forwarded message ---------\nFrom: huggingface <daily_papers_digest@notifications.huggingface.co>\nDate: Fri, 9 Jan 2026 at 03:27\nSubject: Daily papers of 8 Jan 2026\nTo: <markus@workplayexperience.com>\n\n\nDaily Papers\nby AK and the AI research community\n\nHere is the selection of papers for today (8 Jan):\n\n   - Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to\n   Mitigate Forgetting (65 ▲)\n   <https://huggingface.co/papers/2601.02151?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Evolving Programmatic Skill Networks (54 ▲)\n   <https://huggingface.co/papers/2601.03509?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain\n   Complex Reasoning (31 ▲)\n   <https://huggingface.co/papers/2601.03872?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Benchmark^2: Systematic Evaluation of LLM Benchmarks (28 ▲)\n   <https://huggingface.co/papers/2601.03986?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Klear: Unified Multi-Task Audio-Video Joint Generation (10 ▲)\n   <https://huggingface.co/papers/2601.04151?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Choreographing a World of Dynamic Objects (7 ▲)\n   <https://huggingface.co/papers/2601.04194?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - E-GRPO: High Entropy Steps Drive Effective Reinforcement Learning for\n   Flow Models (6 ▲)\n   <https://huggingface.co/papers/2601.00423?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Agentic Rubrics as Contextual Verifiers for SWE Agents (6 ▲)\n   <https://huggingface.co/papers/2601.04171?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - MDAgent2: Large Language Model for Code Generation and Knowledge Q&A\n   in Molecular Dynamics (5 ▲)\n   <https://huggingface.co/papers/2601.02075?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - EpiQAL: Benchmarking Large Language Models in Epidemiological Question\n   Answering for Enhanced Alignment and Reasoning (5 ▲)\n   <https://huggingface.co/papers/2601.03471?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - RedBench: A Universal Dataset for Comprehensive Red Teaming of Large\n   Language Models (4 ▲)\n   <https://huggingface.co/papers/2601.03699?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - Why LLMs Aren't Scientists Yet: Lessons from Four Autonomous Research\n   Attempts (4 ▲)\n   <https://huggingface.co/papers/2601.03315?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n   - And 8 more papers\n   <https://huggingface.co/papers?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n\nNEW - I'm opening Daily Papers! If you're a researcher you can now submit\nyour peers' papers to be featured in Daily Papers directly. Use this page\nto do so: huggingface.co/papers/submit\n<https://huggingface.co/papers/submit?utm_source=digest-papers&utm_medium=email&utm_campaign=2026-01-08>\n.\n\nStay tuned,\nAK and the research community\nHugging Face: The AI community building the future.\nNotification settings <https://huggingface.co/settings/notifications> ·\nunsubscribe\n<https://huggingface.co/notifications/unsubscribe?notificationType=daily_papers_digest&email=markus%40workplayexperience.com&signature=fc3ca1ff2c8c93189cd0303d91953c75eccdab0afb61f7ea017201caeff4e715>\nfrom similar emails\n\n\n-- \nMarkus Edgar Hormeß\nFounding Partner\n\nWorkPlayExperience GbR\nOedenberger Weg 14\nD90571 Schwaig b. Nürnberg\nGermany\n\n+49 151 24101032\nmarkus@workplayexperience.com\nwww.workplayexperience.com\n",
  "html": "<div dir=\"ltr\"><br><br><div class=\"gmail_quote gmail_quote_container\"><div dir=\"ltr\" class=\"gmail_attr\">---------- Forwarded message ---------<br>From: <strong class=\"gmail_sendername\" dir=\"auto\">huggingface</strong> <span dir=\"auto\">&lt;<a href=\"mailto:daily_papers_digest@notifications.huggingface.co\">daily_papers_digest@notifications.huggingface.co</a>&gt;</span><br>Date: Fri, 9 Jan 2026 at 03:27<br>Subject: Daily papers of 8 Jan 2026<br>To:  &lt;<a href=\"mailto:markus@workplayexperience.com\">markus@workplayexperience.com</a>&gt;<br></div><br><br><div class=\"msg-5024686031313983367\">\n\n\n\n\n\n\n<div>\n<div style=\"background-color:#f8f8f8;padding-top:40px;padding-bottom:30px\">\n\t<div style=\"max-width:600px;margin:auto\">\n\t\t<div style=\"background-color:#fff;padding:20px 16px;color:#222;font-size:14px;line-height:1.4;text-align:left;border-radius:12px\">\n\t\t\t\n\t\t\t\n\t\t\t\t<h1 style=\"font-size:24px;line-height:32px;font-weight:700;margin-top:0;margin-bottom:0\">Daily Papers</h1>\n\t\t\t\t<div style=\"color:#6b7280;font-weight:400;font-size:14px\">\n\t\t\t\t\t<h2 style=\"font-weight:400;margin-top:0;margin-bottom:0;font-size:14px;line-height:24px\">by <span style=\"margin-left:2px\"><img alt=\"\" height=\"16\" style=\"vertical-align:-2.5px\" src=\"https://huggingface.co/front/assets/papers-by.png\"><span style=\"margin-left:4px;text-decoration-line:underline\">AK</span><span> and the AI research community</span></span></h2>\n\t\t\t\t</div>\n\t\t\t\t<p style=\"font-size:14px;line-height:20px\">Here is the selection of papers for today (8 Jan):</p>\n\t\t\t\t<ul style=\"font-size:14px;line-height:20px;padding-left:20px;margin-top:0px;margin-bottom:0px;list-style:none\">\n\t\t\t\t\t<li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.02151?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting (65 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03509?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Evolving Programmatic Skill Networks (54 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03872?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning (31 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03986?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Benchmark^2: Systematic Evaluation of LLM Benchmarks (28 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.04151?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Klear: Unified Multi-Task Audio-Video Joint Generation (10 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.04194?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Choreographing a World of Dynamic Objects (7 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.00423?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">E-GRPO: High Entropy Steps Drive Effective Reinforcement Learning for Flow Models (6 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.04171?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Agentic Rubrics as Contextual Verifiers for SWE Agents (6 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.02075?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">MDAgent2: Large Language Model for Code Generation and Knowledge Q&amp;A in Molecular Dynamics (5 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03471?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">EpiQAL: Benchmarking Large Language Models in Epidemiological Question Answering for Enhanced Alignment and Reasoning (5 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03699?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">RedBench: A Universal Dataset for Comprehensive Red Teaming of Large Language Models (4 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li><li style=\"margin-bottom:5px\"><a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/2601.03315?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">Why LLMs Aren&#39;t Scientists Yet: Lessons from Four Autonomous Research Attempts (4 <span style=\"font-size:10px;vertical-align:2.5px\">▲</span>)</a></li>\n\t\t\t\t\t<li style=\"color:#222222;margin-bottom:5px\">And <a href=\"https://huggingface.co/papers?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" style=\"text-decoration-line:underline;color:#222222\" target=\"_blank\">8 more papers</a></li>\n\t\t\t\t</ul>\n\t\t\t\t<p style=\"margin-top:45px;font-size:14px;line-height:20px\"><span style=\"font-weight:700\">NEW</span> -  I&#39;m opening Daily Papers! If you&#39;re a researcher you can now submit your peers&#39; papers to be featured in Daily Papers directly. Use this page to do so: <a style=\"text-decoration-line:underline;color:#222222\" href=\"https://huggingface.co/papers/submit?utm_source=digest-papers&amp;utm_medium=email&amp;utm_campaign=2026-01-08\" target=\"_blank\">huggingface.co/papers/submit</a>.</p>\n\t\t\t\t<p style=\"font-size:14px;line-height:20px\">Stay tuned,<br>AK and the research community</p>\n\t\t\t\n\t\t</div>\n\t\t<div style=\"padding:20px;padding-top:25px;color:#aaa;text-align:center\">\n\t\t\t<div style=\"line-height:1.4;font-size:11px\">\n\t\t\t\tHugging Face: The AI community building the future.\n\t\t\t</div>\n\t\t\t<div style=\"font-size:10px\"><a href=\"https://huggingface.co/settings/notifications\" target=\"_blank\">Notification settings</a> · <a href=\"https://huggingface.co/notifications/unsubscribe?notificationType=daily_papers_digest&amp;email=markus%40workplayexperience.com&amp;signature=fc3ca1ff2c8c93189cd0303d91953c75eccdab0afb61f7ea017201caeff4e715\" target=\"_blank\">unsubscribe</a> from similar emails</div>\n\t\t</div>\n\t</div>\n</div>\n</div>\n\n</div></div><div><br clear=\"all\"></div><div><br></div><span class=\"gmail_signature_prefix\">-- </span><br><div dir=\"ltr\" class=\"gmail_signature\" data-smartmail=\"gmail_signature\"><div dir=\"ltr\"><div><div dir=\"ltr\"><div>Markus Edgar Hormeß<br>Founding Partner<br></div><div><br></div><div>WorkPlayExperience GbR<br>Oedenberger Weg 14<br>D90571 Schwaig b. Nürnberg<br>Germany<br><br>+49 151 24101032<br><a href=\"mailto:markus@workplayexperience.com\" target=\"_blank\">markus@workplayexperience.com</a><br><a href=\"http://www.workplayexperience.com\" target=\"_blank\">www.workplayexperience.com</a></div></div></div></div></div></div>\n",
  "subject": "Fwd: Daily papers of 8 Jan 2026",
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