本期节目，我们将深入AI的“内心世界”：你会发现，让AI多“思考”一会儿，它反而可能变得更诚实；而有时它的“思考”其实不是为了推理，更像是在努力“回忆”。我们还会聊到，最新论文如何让AI拥有调试代码的“灵魂”，如何量化它有多少“小秘密”不愿公开，以及一个聪明的“外行”AI领导，要如何带好一支能打的“内行”AI团队。00:00:32 AI 不仅会写代码，还会自己找 Bug？00:05:03 AI会撒谎吗？一个让你意外的答案00:10:09 思考，不是为了推理，而是为了回忆00:15:26 AI的“草稿纸”，它到底有多少不能说的秘密？00:21:32 聪明的“外行”领导，如何带出能打的“内行”团队？本期介绍的几篇论文：[LG] Towards a Neural Debugger for Python[Meta FAIR & Johannes Kepler University Linz]https://arxiv.org/abs/2603.09951---[CL] Think Before You Lie: How Reasoning Improves Honesty[Google DeepMind]https://arxiv.org/abs/2603.09957---[CL] Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs[Google Research]https://arxiv.org/abs/2603.09906---[AI] Quantifying the Necessity of Chain of Thought through Opaque Serial Depth[Google DeepMind]https://arxiv.org/abs/2603.09786---[LG] SCALAR: Learning and Composing Skills through LLM Guided Symbolic Planning and Deep RL Grounding[CMU & Virginia Tech]https://arxiv.org/abs/2603.09036

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

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