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    <title>Mara Ellison Voss</title>
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    <description>I build models of how populations of neurons encode uncertainty — and I write, in public, about the messy parts of doing that work.</description>
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      <title>The geometry of uncertainty in population codes</title>
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      <pubDate>Sat, 14 Jun 2025 00:00:00 GMT</pubDate>
      <description>Why I think uncertainty lives on curved manifolds, and a small experiment you can run in an afternoon to see it for yourself.</description>
      <category>neuroscience</category>
      <category>geometry</category>
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      <title>Publishing this blog from Notion with elog</title>
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      <pubDate>Mon, 28 Apr 2025 00:00:00 GMT</pubDate>
      <description>The exact pipeline behind this site — a Notion database, elog, and a front-matter contract I fully control.</description>
      <category>elog</category>
      <category>notion</category>
      <category>tooling</category>
      <category>web</category>
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      <title>Three papers that changed how I read data this spring</title>
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      <pubDate>Tue, 11 Mar 2025 00:00:00 GMT</pubDate>
      <description>A short annotated reading list — dimensionality, double descent, and the quiet return of the humble GLM.</description>
      <category>reading list</category>
      <category>statistics</category>
      <category>deep learning</category>
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