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  <title>MATRIX · Ataraxos</title>
  <link>https://derekwang2002.github.io/ai-intelligence/en/projects/ataraxos/</link>
  <description>Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations.</description>
  <language>en</language>
  <lastBuildDate>Mon, 02 Nov 2026 16:56:00 GMT</lastBuildDate>
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    <title>Ataraxos beats Stratego champions with damped self-play and search</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20260930-03/</link>
    <guid isPermaLink="false">ev-20260930-03-published</guid>
    <pubDate>Sun, 04 Oct 2026 16:02:19 GMT</pubDate>
    <category>New</category>
    <category>WATCH</category>
    <description>&lt;p&gt;Ataraxos combines dynamically damped self-play reinforcement learning with decision-time search for hidden-information games. It beat Pim Niemeijer 15–1 with four draws and went 38–2 at the 2025 Stratego World Championship. Training and belief-model code are public, but pretrained checkpoints are not.&lt;/p&gt;&lt;p&gt;Recommendation: WATCH&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://www.nature.com/articles/s41586-026-11036-y&quot;&gt;Ataraxos plays Stratego&lt;/a&gt; · &lt;a href=&quot;https://news.mit.edu/2026/game-playing-ai-stratego-new-champ-0930&quot;&gt;MIT: Ataraxos Stratego result&lt;/a&gt; · &lt;a href=&quot;https://github.com/AtaraxosAI/stratego&quot;&gt;Ataraxos Stratego code&lt;/a&gt;&lt;/p&gt;</description>
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