你有没有想过，AI的“聪明”和我们的“聪明”，到底有什么不一样？本期节目，我们将一起探索AI如何用乐高一样的蓝图搭建软件帝国，如何识破只会考试的“高分低能”陷阱，又是如何扔掉专家地图、让“眼睛”学会思考，并最终用“精兵策略”做出更聪明的决策。准备好了吗？让我们从五篇最新的论文出发，一探AI智慧的边界。

00:00:31 软件世界的“乐高”说明书：从一句话到一个帝国 

00:05:50 AI医生的“高分低能”陷阱：别被排行榜骗了

00:10:51 扔掉“专家地图”，AI也能走出一条新路

00:15:51 AI的下一场革命：当“眼睛”开始像“大脑”一样思考

00:21:18 从“人海战术”到“精兵策略”：让AI的每一次计算都花在刀刃上

本期介绍的几篇论文：

[CL] RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation  

[Microsoft]  

https://arxiv.org/abs/2509.16198  

---

[LG] The Illusion of Readiness: Stress Testing Large Frontier Models on Multimodal Medical Benchmarks  

[Microsoft Research]  

https://arxiv.org/abs/2509.18234  

---

[LG] SimpleFold: Folding Proteins is Simpler than You Think  

[Apple]  

https://arxiv.org/abs/2509.18480  

---

[LG] Video models are zero-shot learners and reasoners  

[Google DeepMind]  

https://arxiv.org/abs/2509.20328  

---

[LG] Best-of-∞ -- Asymptotic Performance of Test-Time Compute  

[New York University & Institute of Science Tokyo & NEC Corporation]  

https://arxiv.org/abs/2509.21091