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