想知道如何让AI的学习效率提升三倍吗？本期节目，我们将一起探索如何教AI学习“解题思路”而不只是答案。接着，我们会揭开一张能反向破解AI秘密的“数据地图”，并看看顶尖AI在被喂了“垃圾食品”后，是如何跌下神坛的。最后，我们将见证一位AI“宗师”如何指点“专家”，在浩瀚的基因宇宙中找到商业宝藏。准备好了吗？让我们一起出发！00:00:34 最好的学习资料，不只是答案，更是思路00:06:02 AI侦探的新工具：不是靠蛮力，而是靠一张“地图”00:12:19 喂AI“垃圾食品”，它会变得多“不靠谱”？00:17:28 在“基因宇宙”里，如何找到“买尿布就买啤酒”的秘密？本期介绍的几篇论文：[CL] Thinking Augmented Pre-training [Microsoft Research] https://arxiv.org/abs/2509.20186 ---[LG] Generative Model Inversion Through the Lens of the Manifold Hypothesis [Hong Kong Baptist University] https://arxiv.org/abs/2509.20177---[CL] How Much of Your Data Can Suck? Thresholds for Domain Performance and Emergent Misalignment in LLMs [Invisible Technologies] https://arxiv.org/abs/2509.19325---[LG] Discovering Association Rules in High-Dimensional Small Tabular Data [University of Amsterdam & Amsterdam University Medical Center] https://arxiv.org/abs/2509.20113

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

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