00:01:19 高手过招，拼的不是“脑子”，而是“书房”？ 00:05:35 AI的“自我反思”：如何让机器像高手一样思考？00:10:31 AI的“第六感”：如何听懂线索背后的言外之意00:16:06 AI的“犯罪现场调查”：我们能倒推出你对AI说了什么吗？ 00:20:50 你的“队友”是真懂还是装懂？人工智能辩论赛里的一个发现本期介绍的五篇论文：[CL] Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks [Allen Institute for AI & University of Southern California & University of Washington] https://arxiv.org/abs/2507.01297 ---[LG] Test-Time Scaling with Reflective Generative Model [MetaStone-AI & USTC] https://arxiv.org/abs/2507.01951 ---[LG] GradMetaNet: An Equivariant Architecture for Learning on Gradients [University of Oxford & Technion] https://arxiv.org/abs/2507.01649 ---[LG] GPT, But Backwards: Exactly Inverting Language Model Outputs [University of Manchester & Mohamed bin Zayed University of Artificial Intelligence] https://arxiv.org/abs/2507.01693 ---[CL] The Thin Line Between Comprehension and Persuasion in LLMs [Microsoft & The University of York] https://arxiv.org/abs/2507.01936

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

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