00:00:37 AI界的乐高革命：如何让你的模型“活”在当下00:05:41 AI的“手术刀”：我们如何精准“切除”它的坏心思？00:10:22 机器人学功夫：抄近道，还是练笨功？ 00:15:03 AI怎么当学徒：让机器学会看“领导脸色” 00:20:18 给AI动个“小手术”，治好它的“选择困难症”本期介绍的几篇论文：[LG] SequenceLayers: Sequence Processing and Streaming Neural Networks Made Easy [Google DeepMind] https://arxiv.org/abs/2507.23292 ---[LG] The Geometry of Harmfulness in LLMs through Subconcept Probing [Algoverse AI Research] https://arxiv.org/abs/2507.21141 ---[LG] Retrieve-Augmented Generation for Speeding up Diffusion Policy without Additional Training [The University of Tokyo] https://arxiv.org/abs/2507.21452 ---[LG] NPO: Learning Alignment and Meta-Alignment through Structured Human Feedback [Microsoft & Amrita Vishwa Vidyapeetham] https://arxiv.org/abs/2507.21131 ---[LG] TokenBlowUp: Resolving Representational Singularities in LLM Token Spaces via Monoidal Transformations [University of Washington] https://arxiv.org/abs/2507.19747

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

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