00:01:37 你的天气APP，正在经历一场认知革命00:05:44 机器人学做家务，最快的老师原来是我们自己00:09:50 AI的“偏科”秘籍：如何精准定制一个“特长生”？00:14:10 揭秘大脑“黑箱”：我们是如何学会说话的？00:20:16 AI“一目十行”的秘密今天介绍的五篇论文：[LG] FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale [NVIDIA & Lawrence Berkeley National Laboratory] https://arxiv.org/abs/2507.12144 ---[RO] EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos [UC San Diego, UIUC & MIT] https://arxiv.org/abs/2507.12440 ---[CL] Language Models Improve When Pretraining Data Matches Target Tasks [Apple] https://arxiv.org/abs/2507.12466 ---[CL] Simulated Language Acquisition in a Biologically Realistic Model of the Brain [MIT & Columbia University] https://arxiv.org/abs/2507.11788 ---[CL] Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential [Apple] https://arxiv.org/abs/2507.11851

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

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