你是否想过，AI不仅能找到一把优化万物的“万能扳手”，还能从“垃圾”数据中炼出真金？这一期，我们将一同见证AI如何跳出“训练好人”的思维陷阱，用“好制度”保障安全，甚至学会谦虚地向人类专家请教。让我们一起探索这些最新论文背后，令人拍案叫绝的智慧！00:00:27 找到那把能优化万物的“万能扳手”00:06:04 AI训练的秘密，为什么“垃圾”也能变黄金？00:11:16 从AI安全，看“好制度”如何战胜“好人00:16:03 如何用“笨”问题，精准定位一个“看不见”的目标？00:24:06 AI也懂谦虚？让机器学会“请教”的智慧本期介绍的几篇论文：[CL] optimize_anything: A Universal API for Optimizing any Text Parameter [UC Berkeley] https://arxiv.org/abs/2605.19633 ---[LG] A Bitter Lesson for Data Filtering [Stanford University] https://arxiv.org/abs/2605.19407 ---[AI] Agent Security is a Systems Problem [Google & University of California San Diego] https://arxiv.org/abs/2605.18991 ---[LG] Optimal Reconstruction from Linear Queries [Technion – Israel Institute of Technology] https://arxiv.org/abs/2605.19625 ---[LG] Density-Ratio Losses for Post-Hoc Learning to Defer [KTH & Google Research] https://arxiv.org/abs/2605.19557

Ask this episode

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

Transcript

Related