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

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[LG] MobileGUI-RL: Advancing Mobile GUI Agent through Reinforcement Learning in Online Environment

[Tencent AI Seattle Lab]

https://arxiv.org/abs/2507.05720

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[LG] A Dynamical Systems Perspective on the Analysis of Neural Networks

[Freie Universitat Berlin & Universiteit van Amsterdam]

https://arxiv.org/abs/2507.05164

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[CL] Perception-Aware Policy Optimization for Multimodal Reasoning

[University of Illinois Urbana-Champaign]

https://arxiv.org/abs/2507.064

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[LG] Thousand-Brains Systems: Sensorimotor Intelligence for Rapid, Robust Learning and Inference

[Thousand Brains Project]

https://arxiv.org/abs/2507.04494

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[CL] A Survey on Latent Reasoning

https://arxiv.org/abs/2507.06203

[人人能懂] 抛弃“大力出奇迹”后，AI的下一站在哪？

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