[人人能懂] 从“一根筋”到“老戏骨”，AI的进化超乎你想象

00:00:31 你的AI有多聪明？关键看它会不会“彩排” 00:05:06 AI内卷时代，如何找到“天选之子”？ 00:09:38 AI的“自我修养”：如何让机器自己教自己？ 00:13:34 给AI装个方向盘，指哪打哪 00:17:37 AI巨头里的“扫地僧”：没有他，AI秒变“人工智障” 本期介绍的五篇论文：[LG] SimuRA: Towards General Goal-Oriented Agent via Simulative Reasoning Architecture with LLM-Based World Model  [Mohamed bin Zayed University of Artificial Intelligence & Samsung Research]  https://arxiv.org/abs/2507.237  ---[LG] Consensus-Driven Active Model Selection  [MIT & UMass Amherst]  https://arxiv.org/abs/2507.23771  ---[CL] CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks  [FAIR at Meta & NYU]  https://arxiv.org/abs/2507.237  ---[CL] Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders  [Columbia University]  https://arxiv.org/abs/2507.23220  ---[CL] Unveiling Super Experts in Mixture-of-Experts Large Language Models  [Meituan & Tsinghua University]  https://arxiv.org/abs/2507.23279  

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