00:00:37 AI也需要“断舍离” 

00:05:14 AI也懂抄近道：当你的电脑助理学会了编程 

00:09:00 你的下一件乐器，何必是乐器？ 

00:12:50 如何给AI装上一个“高情商”的大脑？ 

00:17:01 你的下一位同事，可能就是你的电脑本身 

本期介绍的五篇论文：

[CL] Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management  

[Tsinghua University]  

https://arxiv.org/abs/2508.04664 

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[AS] Live Music Models  

[Google DeepMind]  

https://arxiv.org/abs/2508.04651 

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[CL] CoAct-1: Computer-using Agents with Coding as Actions  

[University of Southern California & Salesforce Research]  

https://arxiv.org/abs/2508.03923 

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[CL] Sotopia-RL: Reward Design for Social Intelligence  

[University of Illinois Urbana-Champaign & Carnegie Mellon University]  

https://arxiv.org/abs/2508.03905 

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[LG] OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use  

https://arxiv.org/abs/2508.04482