00:01:37 如何让你的机器人管家，不再健忘？00:05:43 你家的AI，可能有个“邪恶双胞胎”00:09:30 AI：一面照见我们自己的镜子00:13:20 AI训练场上的“复古”新潮流00:18:14 AI的“复盘”神功：如何想得更深？00:21:26 驯养AI：我们是如何让机器“猜”出你心思的？本期介绍的几篇论文：[RO] Enter the Mind Palace: Reasoning and Planning for Long-term Active Embodied Question Answering [Field AI] https://arxiv.org/abs/2507.12846 ---[CL] Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility [FAR.AI & Mila] https://arxiv.org/abs/2507.11630 ---[CL] Emergence of Hierarchical Emotion Organization in Large Language Models [Harvard University] https://arxiv.org/abs/2507.10599 ---[LG] ShiQ: Bringing back Bellman to LLMs [Cohere] https://arxiv.org/abs/2505.11081 ---[LG] AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling [University of Cambridge] https://arxiv.org/abs/2507.08567 ---[LG] Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities [Not explicitly stated, likely academic tutorial paper] https://arxiv.org/abs/2507.13158

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

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