00:01:30 人工智能的安全带，真的能系牢吗？
00:06:39 给人工智能算算账：它能力的边界在哪？
00:11:34 你一“喜欢”，人工智能就变乖？这事儿没那么简单
00:16:07 高手与普通人的差距，不在于答案，而在于“清单”
00:20:26 想成事？别总想细节，试试“打包”你的行动
本期介绍的五篇论文：
[LG] On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignment
[Ludwig-Maximilians-Universität in Munich & UC Berkeley]
https://arxiv.org/abs/2507.07341
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[CL] Hallucination Stations: On Some Basic Limitations of Transformer-Based Language Models
[Stanford University & VianAI Systems]
https://arxiv.org/abs/2507.07505
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[LG] Principled Foundations for Preference Optimization
[Google DeepMind]
https://arxiv.com/abs/2507.07855
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[LG] PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving
[Google]
https://arxiv.com/abs/2507.07495
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[LG] Reinforcement Learning with Action Chunking
[UC Berkeley]
https://arxiv.com/abs/2507.07969