00:00:33 你的AI管家，如何做到既聪明又省钱？00:05:20 如何让机器像老师傅一样，越老越“精”00:10:10 AI的新难题：既要会推理，又要会打分00:15:03 给大象减肥：AI模型的“瘦身”新思路00:19:15 让“写作高手”变身“超级图书管理员”本期介绍的五篇论文：[LG] Adaptive LLM Routing under Budget Constraints [Fujitsu Research] https://arxiv.org/abs/2508.21141 ---[LG] CALM: A Framework for Continuous, Adaptive, and LLM-Mediated Anomaly Detection in Time-Series Streams [Dataflow ML Team] https://arxiv.org/abs/2508.21273 ---[CL] Reasoning-Intensive Regression [MIT] https://arxiv.org/abs/2508.21762 ---[LG] QR-LoRA: QR-Based Low-Rank Adaptation for Efficient Fine-Tuning of Large Language Models [University of Pennsylvania] https://arxiv.org/abs/2508.21810 ---[CL] Efficient Code Embeddings from Code Generation Models [MIT & Jina AI GmbH] https://arxiv.org/abs/2508.21290

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“What did the council decide on item 42?” — answered with the speaker and the moment.

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