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    <title>Tanren Sensei — Articles</title>
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    <description>Writing on measurement, task design, and what cognitive training research does and does not support.</description>
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      <title>Five ways the puzzles leaked their own answers</title>
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      <pubDate>Sat, 15 Aug 2026 00:00:00 GMT</pubDate>
      <description>An automated audit measures how much each surface feature of a problem reveals about its answer, and fails the build past 0.05 bits. It has caught five real leaks — including one that printed the answer on the item.</description>
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      <title>One dial and one number</title>
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      <pubDate>Sat, 15 Aug 2026 00:00:00 GMT</pubDate>
      <description>Dual n-back gives you a single difficulty knob and a single metric. Matching a relation rather than an item changes what the task demands — a structure to update instead of a list to hold.</description>
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      <title>The test we hope doesn't improve</title>
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      <pubDate>Sat, 15 Aug 2026 00:00:00 GMT</pubDate>
      <description>Tanren Sensei measures one ability it deliberately never trains. Without that comparison, an improvement has four explanations and no way to choose between them.</description>
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