00:02:21 AI巨头们的“乐高”心法:应对复杂世界的终极武器00:07:24 AI小助理的养成记:笨徒弟如何变高徒? 00:12:47 你家AI聪不聪明,得看它“跑”得稳不稳 00:18:43 AI也会“看走眼”?一招教它“看真切”00:22:03 AI的“笨”办法:像婴儿一样学习世界 00:26:54 AI也“开小差”?不说话的思考,可能更强大 今天介绍的六篇论文:[LG] AXLearn: Modular Large Model Training on Heterogeneous Infrastructure [Apple] https://arxiv.org/abs/2507.05411 ---[LG] MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment [Tencent AI Seattle Lab] https://arxiv.org/abs/2507.05720 ---[LG] A Dynamical Systems Perspective on the Analysis of Neural Networks [Freie Universitat Berlin & Universiteit van Amsterdam] https://arxiv.org/abs/2507.05164 ---[CL] Perception-Aware Policy Optimization for Multimodal Reasoning [University of Illinois Urbana-Champaign] https://arxiv.org/abs/2507.064 ---[LG] Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning and Inference [Thousand Brains Project] https://arxiv.org/abs/2507.04494 ---[CL] A Survey on Latent Reasoning https://arxiv.org/abs/2507.06203
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