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    <title>DEV Community: Romesh Prasanga</title>
    <description>The latest articles on DEV Community by Romesh Prasanga (@romesh_prasanga_d2e1fcb53).</description>
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      <title>DEV Community: Romesh Prasanga</title>
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      <title>AI Future Leakage: The Silent Flaw Breaking How We Test Whether Machines Can Predict the Future</title>
      <dc:creator>Romesh Prasanga</dc:creator>
      <pubDate>Sun, 20 Sep 2026 17:20:16 +0000</pubDate>
      <link>https://dev.to/romesh_prasanga_d2e1fcb53/ai-future-leakage-the-silent-flaw-breaking-how-we-test-whether-machines-can-predict-the-future-541g</link>
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&lt;p&gt;Four of fiv‌e f​lagship AI mo⁠dels just failed a conta​minati‌on test they cou‍ld not possibl​y have fa​iled.‌ Every qu​estion t‍hey were scored‌ on was​ resolved after their training d‌ata ended, meaning none of the answers could hav‌e been memorized. N⁠orthwestern researc‍hers bu⁠il​t the test any‍way‍, w⁠atched it accuse innocent models, and proved mathematically why th​e entire field’s stand‌ard metho‍d for catch‌ing this​ pr​oblem ha‍s⁠ be​en broken all along&lt;/p&gt;

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      <category>ai</category>
      <category>webdev</category>
      <category>programming</category>
      <category>productivity</category>
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      <title>The Correct Answer to “What Is A Woman?</title>
      <dc:creator>Romesh Prasanga</dc:creator>
      <pubDate>Sun, 20 Sep 2026 14:45:57 +0000</pubDate>
      <link>https://dev.to/romesh_prasanga_d2e1fcb53/the-correct-answer-to-what-is-a-woman-5a4k</link>
      <guid>https://dev.to/romesh_prasanga_d2e1fcb53/the-correct-answer-to-what-is-a-woman-5a4k</guid>
      <description>&lt;p&gt;A “woman” is a gender construct forced by much of society onto people who are assigned a female sex at birth or are intersex. It is a set of norms and behaviors, often ridiculously arbitrary (boys should prefer blue; girls, pink) that&lt;/p&gt;

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