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
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[LG] Consensus-Driven Active Model Selection
[MIT & UMass Amherst]
https://arxiv.org/abs/2507.23771
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[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
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[CL] Model Directions, Not Words: Mechanistic Topic Models Using Sparse Autoencoders
[Columbia University]
https://arxiv.org/abs/2507.23220
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[CL] Unveiling Super Experts in Mixture-of-Experts Large Language Models
[Meituan & Tsinghua University]
https://arxiv.org/abs/2507.23279