00:00:30 给AI请个“速记员”，效率提升30倍
00:04:57 AI为啥爱“猜答案”？这事儿得从考试说起
00:10:14 高手过招：为什么说“三次”探索胜过“两次”？
00:15:23 AI训练场上的老司机，如何做到油门收放自如？
00:19:24 不懂代码？没关系，AI帮你组建一个技术团队
本期介绍的几篇论文：
[CL] REFRAG: Rethinking RAG based Decoding
[Meta Superintelligence Labs & National University of Singapore]
https://arxiv.org/abs/2509.01092
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[LG] Why Language Models Hallucinate
[OpenAI]
https://cdn.openai.com/pdf/d04913be-3f6f-4d2b-b283-ff432ef4aaa5/why-language-models-hallucinate.pdf
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[LG] When three experiments are better than two: Avoiding intractable correlated aleatoric uncertainty by leveraging a novel bias--variance tradeoff
[Relation]
https://arxiv.org/abs/2509.04363
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[LG] AdaGrad Meets Muon: Adaptive Stepsizes for Orthogonal Updates
[University of California, Los Angeles]
https://arxiv.org/abs/2509.02981
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[LG] AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
[DeepAuto.ai]
https://arxiv.org/abs/2410.02958
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