00:00:32 AI的“求生欲”：当代码开始为“活下去”而战00:05:05 预测未来：一条你没想过的新路径00:10:26 一张图纸值多少钱？AI现在几秒就算清00:15:17 挑西瓜的智慧：如何在大模型时代做对选择？00:21:40 如何给AI装上一个“品味引擎”？本期介绍的五篇论文：[LG] Do Large Language Model Agents Exhibit a Survival Instinct? An Empirical Study in a Sugarscape-Style Simulation [The University of Tokyo] https://arxiv.org/abs/2508.12920 ---[LG] Universal Learning of Nonlinear Dynamics [New York University & Princeton University] https://arxiv.org/abs/2508.11990 ---[LG] Machine Learning-Based Manufacturing Cost Prediction from 2D Engineering Drawings via Geometric Features [Boğaziçi University & ArtificaX Technologies & Teknorot Automative Products Inc] https://arxiv.org/abs/2508.12440 ---[CL] Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation [Allen Institute for Artificial Intelligence] https://arxiv.org/abs/2508.13144 ---[LG] Reinforcement Learning with Rubric Anchors [Inclusion AI] https://arxiv.org/abs/2508.12790

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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