你有没有想过，我们该如何与越来越聪明的AI相处？本期节目，我们将一起踏上一场探索AI心智的奇妙旅程。我们会聊聊几篇最新的论文，看科学家们如何像外科医生、神经科学家和行为教练一样，深入AI的“大脑”：从给它安装无需手术的“技能外挂”，到发现它大脑深处的“奖赏开关”；从治好它“越大越笨”的“注意力涣散症”，到教会它像顶尖高手一样“分而治之”地解决难题。准备好了吗？让我们一起揭开AI黑箱的神秘面纱。00:00:37 给AI装个“外挂”，不动手术也能变聪明？00:05:31 拆解AI大脑，我们找到了它的“奖赏开关”00:11:35 给AI立规矩，我们终于有了一份“使用说明书”00:16:41 人工智能的“注意力涣散症”00:21:56 拆解问题，一个被我们忽视的超能力本期介绍的几篇论文：[LG] ReasonCACHE: Teaching LLMs To Reason Without Weight Updates [FAIR at Meta & MIT CSAIL] https://arxiv.org/abs/2602.02366 ---[CL] Sparse Reward Subsystem in Large Language Models [Tsinghua University & Stanford University] https://arxiv.org/abs/2602.00986 ---[LG] Interpreting and Controlling Model Behavior via Constitutions for Atomic Concept Edits [Google DeepMind] https://arxiv.org/abs/2602.00092 ---[LG] TQL: Scaling Q-Functions with Transformers by Preventing Attention Collapse [Stanford University] https://arxiv.org/abs/2602.01439 ---[CL] Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability [University of California, Los Angeles & Microsoft] https://arxiv.org/abs/2602.02477

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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