00:01:33 AI育儿经：聪明的大脑，是“喂”出来的还是“练”出来的？00:07:02 换个方向看世界：当AI学会“倒着想”00:10:52 AI变强有公式？别太天真了00:14:53 抓住那个“不对劲”：比记住更多更重要的，是懂得如何“修正记忆” 本期介绍的四篇论文：[CL] NaturalThoughts: Selecting and Distilling Reasoning Traces for General Reasoning Tasks[FAIR at Meta]https://arxiv.org/abs/2507.01921---[CL] LEDOM: An Open and Fundamental Reverse Language Model[Peking University & University of California, Santa & BarbaraNational University of Singapore]https://arxiv.org/abs/2507.01335---[CL] Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check[New York University]https://arxiv.org/abs/2507.00885---[LG] xLSTMAD: A Powerful xLSTM-based Method for Anomaly Detection[AGH University of Krakow]https://arxiv.org/abs/2506.22837
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