00:00:32 AI的“统一场”：它怎么看懂世界？00:04:10 AI的“半成品”，竟然是个宝库？00:07:43 AI学会“听话”的秘密：回到耳朵本身00:11:39 给数据“画个像”：一种全新的学习“渔”法本期介绍的四篇论文：[CL] Beyond the Rosetta Stone: Unification Forces in Generalization Dynamics [Google DeepMind] https://arxiv.org/abs/2508.11017 ---[CL] Diffusion is a code repair operator and generator [Microsoft] https://arxiv.org/abs/2508.11110 ---[CL] Representing Speech Through Autoregressive Prediction of Cochlear Tokens [MIT & Stanford University] https://arxiv.org/abs/2508.11598 ---[LG] Compressive Meta-Learning [Stanford University & University of California, Santa Cruz & Polytechnic University of Catalonia] https://arxiv.org/abs/2508.11090
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