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    <title>Notes | Vamsi Alla</title>
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    <description>Short write-ups on building software and AI that holds up: what worked, what didn't, and the numbers behind it.</description>
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      <title>My eval said 96%. It was wrong.</title>
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      <category>Evals</category>
      <description>How a generous metric hid retrieval misses, and why I published the lower number.</description>
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