你有没有想过，聪明的AI也会犯傻，甚至像个没头脑的实习生？本期节目，我们就来聊聊如何让AI变得更“靠谱”。我们将一起看看，科学家们如何用AI工具去解决古老的数学难题，如何洞悉AI群体的“集体意识”，是会变得更聪明还是更固执，以及如何教会AI拥有一个好记性，并像人一样学会“反思”自己。00:00:28 给你一把新扳手，拧紧一颗老螺丝00:05:56 AI的“集体意识”，乌合之众还是三个臭皮匠？00:10:51 如何才能拥有一个好记性？00:15:37 为什么聪明的AI，干起活来却像个“没头脑”？00:21:07 给AI立规矩，为什么不能靠“死命令”？本期介绍的几篇论文：[LG] Improving the matrix multiplication exponent with modern optimization and AlphaEvolve[Google DeepMind]https://arxiv.org/abs/2608.16884 ---[AI] Physics of Agents: Statistical Mechanics Predicts Collective Behavior of AI Agents[Stanford University & UC Santa Barbara]https://arxiv.org/abs/2608.16578 ---[LG] Proteus: Incremental Memory Activation for Long-Context Sequence Modeling[Mila & Google]https://arxiv.org/abs/2608.16844 ---[CL] How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks[Prentis AI]https://arxiv.org/abs/2608.14905 ---[CL] CAPO: Constraint-Aware Prompt Optimization for LLM Agents[Microsoft]https://arxiv.org/abs/2608.16068 在小宇宙查看该单集文稿

Ask this episode

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

Transcript

Related