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  <title>MATRIX · ScienceClaw-Eval</title>
  <link>https://derekwang2002.github.io/ai-intelligence/projects/scienceclaw-eval/</link>
  <description>AI 模型、Agent、工程与基础设施的重要变化，附一手来源与建议等级。</description>
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  <lastBuildDate>Mon, 02 Nov 2026 16:56:00 GMT</lastBuildDate>
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    <title>ScienceClaw 检验科研 agent 能否保留已验证改进</title>
    <link>https://derekwang2002.github.io/ai-intelligence/events/ev-20261006-05/</link>
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    <pubDate>Wed, 07 Oct 2026 22:04:39 GMT</pubDate>
    <category>新事件</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;ScienceClaw-Eval 检验固定模型能否把已验证的任务修复转成持久的 Skill 与 Operator 更新，并用于后续科研任务。它覆盖 23 个学科，通过重置测试衡量正确性、改进幅度、保留、迁移和成本。公开代码只有在重放能复现修复、且独立任务确实改善时才保留更新。&lt;/p&gt;&lt;p&gt;建议等级：TRIAL&lt;/p&gt;&lt;p&gt;来源：&lt;a href=&quot;https://arxiv.org/abs/2610.08691&quot;&gt;arXiv 2610.08691&lt;/a&gt; · &lt;a href=&quot;https://github.com/beita6969/ScienceClaw&quot;&gt;beita6969/ScienceClaw · GitHub&lt;/a&gt;&lt;/p&gt;</description>
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