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    <title>Manvi Sharma — Writing</title>
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    <description>Notes on making AI systems reliable enough to ship inside regulated enterprises.</description>
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      <title>What I&apos;m going to write here</title>
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      <pubDate>Fri, 24 Jul 2026 00:00:00 GMT</pubDate>
      <description>A short note on why this section exists and what&apos;s coming — starting weekly in September.</description>
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