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