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
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[CL] Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility
[FAR.AI & Mila]
https://arxiv.org/abs/2507.11630
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[CL] Emergence of Hierarchical Emotion Organization in Large Language Models
[Harvard University]
https://arxiv.org/abs/2507.10599
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[LG] ShiQ: Bringing back Bellman to LLMs
[Cohere]
https://arxiv.org/abs/2505.11081
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[LG] AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling
[University of Cambridge]
https://arxiv.org/abs/2507.08567
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[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