00:00:35 AI太耗电？可能我们一开始就想错了

00:04:23 AI的“外挂”：我们到底需要什么样的智能？

00:09:27 如何让AI“带徒弟”：过程，永远比结果更重要

00:13:48 创新的“乐高”：如何像拼积木一样“制造”好点子？

00:18:26 AI界的“瑞士军刀”：一个模型搞定所有视频“抠图”

本期介绍的几篇论文：

[LG] Learning with springs and sticks  

[University of Toronto]  

https://arxiv.org/abs/2508.19015  

---

[LG] Understanding Tool-Integrated Reasoning  

[Tencent]  

https://arxiv.org/abs/2508.19201  

---

[LG] StepWiser: Stepwise Generative Judges for Wiser Reasoning  

[FAIR at Meta]  

https://arxiv.org/abs/2508.19229  

---

[LG] The Ramon Llull's Thinking Machine for Automated Ideation  

[CMU & OSU & Stanford University]  

https://arxiv.org/abs/2508.19200  

---

[CV] Autoregressive Universal Video Segmentation Model  

[NVIDIA & CMU]  

https://arxiv.org/abs/2508.19242