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    <loc>https://hackobar.com/item/arxiv-evo2-evolving-the-evolver-through-weight-harness-co-evolutio-726f</loc>
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      <news:publication_date>2026-10-12</news:publication_date>
      <news:title>Evo2 Framework for Weight-Harness Co-Evolution in Agents</news:title>
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  <url>
    <loc>https://hackobar.com/item/arxiv-evaluating-llm-creativity-through-long-tail-performance-290e</loc>
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      <news:publication_date>2026-10-12</news:publication_date>
      <news:title>Evaluating LLM Creativity via Long-Tail Performance Metrics</news:title>
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  <url>
    <loc>https://hackobar.com/item/hn-a-shared-verifiable-fix-database-that-ai-agents-read-and-wri-817d</loc>
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      <news:publication>
        <news:name>HACKOBAR_</news:name>
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      </news:publication>
      <news:publication_date>2026-10-12</news:publication_date>
      <news:title>Verifiable Fix Database for Autonomous AI Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://hackobar.com/item/hn-janas-run-llms-larger-than-ram-by-streaming-experts-from-ssd-586f</loc>
    <news:news>
      <news:publication>
        <news:name>HACKOBAR_</news:name>
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      <news:publication_date>2026-10-12</news:publication_date>
      <news:title>Janas Enables LLM Execution Larger Than RAM via SSD Expert Streaming</news:title>
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