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  

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[IR] On the Theoretical Limitations of Embedding-Based Retrieval  

[Google DeepMind]  

https://arxiv.org/abs/2508.21038  

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[RO] Prompt-to-Product: Generative Assembly via Bimanual Manipulation  

[Carnegie Mellon University]  

https://arxiv.org/abs/2508.21063  

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[LG] The Anatomy of a Personal Health Agent  

[Google Research]  

https://arxiv.org/abs/2508.20148  

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[LG] SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization  

[Harvard University & AMD]  

https://arxiv.org/abs/2508.20258