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
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[LG] Comprehension Without Competence: Architectural Limits of LLMs in Symbolic Computation and Reasoning
[Amazon Web Service]
https://arxiv.org/abs/2507.106
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[LG] Relative Entropy Pathwise Policy Optimization
[University of Toronto & Technische Universitat Wien & University of Pennsylvania]
https://arxiv.org/abs/2507.11019
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[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
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[LG] Biological Processing Units: Leveraging an Insect Connectome to Pioneer Biofidelic Neural Architectures
[Johns Hopkins University]
https://arxiv.org/abs/2507.10951