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      <title>The Pond</title>
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      <description>Last 10 notes on The Pond</description>
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    <title>Misaligned AIs Could Use Killer Robots to Take Over</title>
    <link>https://turntrout.com/killer-robots-takeover</link>
    <description></description>
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    <pubDate>Tue, 11 Aug 2026 00:00:00 GMT</pubDate>
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    <title>Why I Left Google DeepMind</title>
    <link>https://turntrout.com/why-i-left-google-deepmind</link>
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    <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
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    <title>A Red Line and Oversight Framework for Government AI Contracts</title>
    <link>https://turntrout.com/red-line-framework</link>
    <description></description>
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    <pubDate>Wed, 15 Jul 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>How Robust Are Natural Language Autoencoders to Initialization?</title>
    <link>https://turntrout.com/natural-language-autoencoder-robustness</link>
    <description></description>
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    <pubDate>Thu, 09 Jul 2026 00:00:00 GMT</pubDate>
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    <title>Eval Cooperativeness May Be a Scalable Mitigation for Eval Gaming</title>
    <link>https://turntrout.com/eval-cooperation</link>
    <description></description>
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    <pubDate>Sun, 24 May 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>Prettify Your Text In-Browser</title>
    <link>https://turntrout.com/punctilio</link>
    <description></description>
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    <pubDate>Sat, 14 Feb 2026 00:00:00 GMT</pubDate>
  </item><item>
    <title>No Instrumental Convergence without AI Psychology</title>
    <link>https://turntrout.com/instrumental-convergence-requires-psychology-assumptions</link>
    <description></description>
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    <pubDate>Tue, 20 Jan 2026 00:00:00 GMT</pubDate>
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    <title>Recontextualization Mitigates Specification Gaming Without Modifying the Specification</title>
    <link>https://turntrout.com/recontextualization-mitigates-specification-gaming</link>
    <description></description>
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    <pubDate>Tue, 23 Dec 2025 00:00:00 GMT</pubDate>
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    <title>Apply for Alignment Mentorship From TurnTrout and Alex Cloud</title>
    <link>https://turntrout.com/team-shard</link>
    <description></description>
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    <pubDate>Tue, 23 Dec 2025 00:00:00 GMT</pubDate>
  </item><item>
    <title>2025-Era “Reward Hacking” Does Not Show that Reward Is the Optimization Target</title>
    <link>https://turntrout.com/reward-hacking-doesnt-show-reward-is-optimization-target</link>
    <description></description>
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    <pubDate>Thu, 18 Dec 2025 00:00:00 GMT</pubDate>
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