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  <title>MATRIX · Beetle</title>
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  <description>AI 模型、Agent、工程与基础设施的重要变化，附一手来源与建议等级。</description>
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  <lastBuildDate>Mon, 02 Nov 2026 16:56:00 GMT</lastBuildDate>
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    <title>Beetle 发布多语种学习课程实验套件</title>
    <link>https://derekwang2002.github.io/ai-intelligence/events/ev-20261024-03/</link>
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    <pubDate>Sun, 25 Oct 2026 15:57:07 GMT</pubDate>
    <category>新事件</category>
    <category>TRIAL</category>
    <description>&lt;p&gt;Beetle 公开 21 种语言的 330 个小模型、数千个 checkpoint、训练数据和课程实验代码。它用 5 种课程和 3 档 token 预算比较多语种学习顺序，并报告分阶段课程更贴近人类二语阅读时间。&lt;/p&gt;&lt;p&gt;建议等级：TRIAL&lt;/p&gt;&lt;p&gt;来源：&lt;a href=&quot;https://aclanthology.org/2026.emnlp-main.2276/&quot;&gt;Beetle EMNLP paper&lt;/a&gt;&lt;/p&gt;</description>
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