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      <title>The Pond</title>
      <link>https://turntrout.com</link>
      <description>Last 10 notes on The Pond</description>
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    <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 10:53:02 GMT</pubDate>
  </item><item>
    <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 00:16:38 GMT</pubDate>
  </item><item>
    <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 00:16:38 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 09:41:00 GMT</pubDate>
  </item><item>
    <title>Output Supervision Can Obfuscate the CoT</title>
    <link>https://turntrout.com/output-feedback-can-obfuscate-chain-of-thought</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/output-feedback-can-obfuscate-chain-of-thought</guid>
    <pubDate>Sat, 22 Nov 2025 00:21:52 GMT</pubDate>
  </item><item>
    <title>Advanced Privacy Despite Authoritarianism</title>
    <link>https://turntrout.com/advanced-privacy</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/advanced-privacy</guid>
    <pubDate>Thu, 06 Nov 2025 14:34:13 GMT</pubDate>
  </item><item>
    <title>Consistency Training Helps Stop Sycophancy and Jailbreaks</title>
    <link>https://turntrout.com/consistency-training</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/consistency-training</guid>
    <pubDate>Thu, 06 Nov 2025 14:34:13 GMT</pubDate>
  </item><item>
    <title>My Open Source Contributions</title>
    <link>https://turntrout.com/open-source</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/open-source</guid>
    <pubDate>Tue, 28 Oct 2025 10:05:55 GMT</pubDate>
  </item><item>
    <title>An Opinionated Guide to Privacy Despite Authoritarianism</title>
    <link>https://turntrout.com/privacy-despite-authoritarianism</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/privacy-despite-authoritarianism</guid>
    <pubDate>Tue, 28 Oct 2025 10:05:55 GMT</pubDate>
  </item><item>
    <title>Lessons From My 428-Day Battle Against Flaky Playwright Screenshots</title>
    <link>https://turntrout.com/playwright-tips</link>
    <description></description>
    <guid isPermaLink="true">https://turntrout.com/playwright-tips</guid>
    <pubDate>Tue, 12 Aug 2025 07:48:13 GMT</pubDate>
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