00:01:35 AI的“悄悄话”：我们还能“偷听”多久？00:06:10 AI：那个懂所有菜谱，却不会做饭的大厨？00:11:08 AI训练老大难：如何让机器“学徒”少走弯路？00:16:00 给AI动“开心手术”：我们如何让机器更懂“人情世故”？00:19:34 AI的下一个金矿，藏在一只虫子的大脑里？今天介绍的五篇论文：[LG] Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety [UK AI Security Institute & Apollo Research] https://arxiv.org/abs/2507.11473 ---[LG] Comprehension Without Competence: Architectural Limits of LLMs in Symbolic Computation and Reasoning [Amazon Web Service] https://arxiv.org/abs/2507.106 ---[LG] Relative Entropy Pathwise Policy Optimization [University of Toronto & Technische Universitat Wien & University of Pennsylvania] https://arxiv.org/abs/2507.11019 ---[CL] Internal Value Alignment in Large Language Models through Controlled Value Vector Activation [University of Science and Technology of China & Renmin University of China Beijing] https://arxiv.org/abs/2507.11316 ---[LG] Biological Processing Units: Leveraging an Insect Connectome to Pioneer Biofidelic Neural Architectures [Johns Hopkins University] https://arxiv.org/abs/2507.10951

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

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