00:00:35 AI进化论：当机器开始自己设计自己

00:04:59 AI训练场上的新规则：别纠结错别字，看的是整篇文章 

00:09:53 AI当医生？先等等，咱们换个活法儿 

00:15:29 给AI做体检：我们能不花钱就看出模型好坏吗？ 

00:20:35 AI没书读了怎么办？一个“笨”方法里的新智慧 

本期节目介绍的五篇论文：

[LG] AlphaGo Moment for Model Architecture Discovery  

[Shanghai Jiao Tong University & SII]  

https://arxiv.org/abs/2507.18074 

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[LG] Group Sequence Policy Optimization  

[Qwen Team]  

https://arxiv.org/abs/2507.18071 

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[LG] Towards physician-centered oversight of conversational diagnostic AI  

[Google DeepMind & Google Research]  

https://arxiv.org/abs/2507.15743 

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[LG] SETOL: A Semi-Empirical Theory of (Deep) Learning  

[Calculation Consulting & Onyx Point Systems]  

https://arxiv.org/abs/2507.179 

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[LG] Diffusion Beats Autoregressive in Data-Constrained Settings  

[CMU & Lambda]  

https://arxiv.org/abs/2507.15857