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    <title>Ai on Xiaoyong&#39;s Notes</title>
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      <title>ReAct, Its Descendants, and the Quiet Revival of Neuro-Symbolic AI</title>
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      <description>A survey through two threads: significant papers descending from ReAct, and the parallel revival of classical-AI / symbolic reasoning inside LLM stacks. Sparked by a Shunyu Yao talk.</description>
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