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  <title>MATRIX · Hybrid Agent</title>
  <link>https://derekwang2002.github.io/ai-intelligence/en/projects/hybrid-agent/</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>Hybrid Agent switches between latent reasoning and tool calls</title>
    <link>https://derekwang2002.github.io/ai-intelligence/en/events/ev-20261013-05/</link>
    <guid isPermaLink="false">ev-20261013-05-published</guid>
    <pubDate>Wed, 14 Oct 2026 15:57:53 GMT</pubDate>
    <category>New</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Hybrid Agent lets a model switch between hidden latent reasoning and explicit text interaction when it needs tools or observations. Its HybridLink mechanism carries state across the boundary instead of restarting the reasoning trace. The authors release 8B and 14B weights, data and MIT-licensed inference code, while reporting gains across 11 benchmarks with lower token use and latency.&lt;/p&gt;&lt;p&gt;Recommendation: TRIAL&lt;/p&gt;&lt;p&gt;Sources: &lt;a href=&quot;https://arxiv.org/abs/2610.14744&quot;&gt;Hybrid Reasoning Agents&lt;/a&gt; · &lt;a href=&quot;https://github.com/togethercomputer/HybridAgent&quot;&gt;Hybrid Agent repository&lt;/a&gt;&lt;/p&gt;</description>
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