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
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[RO] EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos
[UC San Diego, UIUC & MIT]
https://arxiv.org/abs/2507.12440
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[CL] Language Models Improve When Pretraining Data Matches Target Tasks
[Apple]
https://arxiv.org/abs/2507.12466
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[CL] Simulated Language Acquisition in a Biologically Realistic Model of the Brain
[MIT & Columbia University]
https://arxiv.org/abs/2507.11788
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[CL] Your LLM Knows the Future: Uncovering Its Multi-Token Prediction Potential
[Apple]
https://arxiv.org/abs/2507.11851