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    <title>Transitive Learning field notes</title>
    <link>https://psukhopompos.github.io/transitive-learning/</link>
    <description>Public traces from protocols that improve when reality pushes back.</description>
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    <lastBuildDate>Sat, 18 Jul 2026 18:00:00 -0300</lastBuildDate>
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      <title>Field note 001 — The release began with a rejected release</title>
      <link>https://github.com/psukhopompos/transitive-learning/blob/main/field-notes/2026-07-18-rite-of-surprise-v2.md</link>
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      <pubDate>Sat, 18 Jul 2026 18:00:00 -0300</pubDate>
      <description>The Rite of Surprise v2 corrected its scoring, calibration boundary, machine ledger, and public export before release. v2 begins with zero certified points.</description>
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