[人人能懂] AI的大脑升级补丁：学霸、批评家和图书管理员

00:01:47 AI的“断舍离”：如何让机器像人一样阅读？00:06:27 AI健忘症：为什么你的聊天机器人越聊越糊涂？00:10:21 AI大模型的“记忆”难题：鱼和熊掌如何兼得？00:15:28 想把事做对？你得先学会“挑错”00:18:54 你的AI管家，终于告别“金鱼记忆”了今天介绍的5篇论文：[LG] Dynamic Chunking for End-to-End Hierarchical Sequence Modeling  [CMU & Cartesia AI]  https://arxiv.org/abs/2507.07955 ---[LG] Understanding and Improving Length Generalization in Recurrent Models  [CMU & Cartesia AI]  https://arxiv.org/abs/2507.02782 ---[CL] A Systematic Analysis of Hybrid Linear Attention  [UC Santa Cruz & University of Groningen]  https://arxiv.org/abs/2507.06457 ---[CL] CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization  [ByteDance Seed & Nanjing University]  https://arxiv.org/abs/2507.06181 ---[CL] MIRIX: Multi-Agent Memory System for LLM-Based Agents  [MIRIX AI]  https://arxiv.org/abs/2507.07957 

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