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    <title>Clavia</title>
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    <description>Clavia is studying how traces of work can become training data and learning signals for AI agents.</description>
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      <title>Calibrating a judge for legal work</title>
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      <pubDate>Mon, 07 Sep 2026 00:00:00 GMT</pubDate>
      <description>How we built a legal evaluation environment and calibrated its LLM judge against lawyer preferences.</description>
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