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主播
节目简介
来源：小宇宙
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
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
外观
