[人人能懂] 从成本路由到自适应学习

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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