00:00:30 AI刷题也“偷懒”？聪明的懒办法，效率翻倍00:05:15 换个姿势“算命”，AI才能更聪明00:09:16 AI的省钱之道：从“专家会诊”到“超级记忆”00:13:08 组建梦之队：一个“鸟群智慧”给AI模型的启发00:16:55 AI界的“偏科生”：我们如何让它变成全能学霸？本期介绍的几篇论文：[LG] TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling [ByteDance Seed] https://arxiv.org/abs/2508.17445 ---[LG] Predicting the Order of Upcoming Tokens Improves Language Modeling [MBZUAI] https://arxiv.org/abs/2508.19228 ---[LG] UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning [ByteDance Seed] https://arxiv.org/abs/2508.18756 ---[LG] PSO-Merging: Merging Models Based on Particle Swarm Optimization [Chinese Academy of Science] https://arxiv.org/abs/2508.19839 ---[CL] Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning [Yale University & Harvard University] https://arxiv.org/abs/2508.19202

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

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