00:00:27  AI的“心术”：我们能给它装上一个诚实开关吗？

00:05:08 比正确更重要的，是正确地思考

00:10:18  省钱的艺术：如何让“实习生”干好“专家”的活？

00:15:44 AI的“一键删除”，真的能删除吗？

00:21:08 AI训练的“终局思维”：把答案直接告诉你

本期介绍的几篇论文：

[LG] Can LLMs Lie? Investigation beyond Hallucination  

[Carnegie Mellon University (CMU)]  

https://arxiv.org/abs/2509.03518  

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[LG] Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training  

[Amazon]  

https://arxiv.org/abs/2509.03403  

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[LG] Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees  

[University of California, Berkeley]  

https://arxiv.org/abs/2509.02896  

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[LG] Unlearning That Lasts: Utility-Preserving, Robust, and Almost Irreversible Forgetting in LLMs  

[University of Tübingen & EPFL]  

https://arxiv.org/abs/2509.02820  

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[LG] Imitate Optimal Policy: Prevail and Induce Action Collapse in Policy Gradient  

[University of Sydney & King Abdullah University of Science and Technology]  

https://arxiv.org/abs/2509.02737