00:00:31 AI进化论：从“学霸”到“实干家”00:04:54 你的搜索，藏着一个数学天花板00:08:54 你的想法，正在变成现实00:13:11 你的健康手环，缺了个“翻译官”团队00:18:24 让AI像个老中医：我们该如何与机器搭档？本期介绍的几篇论文：[CL] rStar2-Agent: Agentic Reasoning Technical Report [Microsoft Research] https://arxiv.org/abs/2508.20722 ---[IR] On the Theoretical Limitations of Embedding-Based Retrieval [Google DeepMind] https://arxiv.org/abs/2508.21038 ---[RO] Prompt-to-Product: Generative Assembly via Bimanual Manipulation [Carnegie Mellon University] https://arxiv.org/abs/2508.21063 ---[LG] The Anatomy of a Personal Health Agent [Google Research] https://arxiv.org/abs/2508.20148 ---[LG] SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization [Harvard University & AMD] https://arxiv.org/abs/2508.20258

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