00:01:54 四两拨千斤：让小模型变聪明的“内存魔法”00:07:11 AI调教指南：不说假话的秘密，竟然是“相信自己”？00:11:07 AI思考的“地图”与“导航”00:15:16 AI大模型的“阿喀琉斯之踵”？00:18:49 AI写作高手进阶：人多，不如方法好本期节目介绍的五篇论文：[CL] KV Cache Steering for Inducing Reasoning in Small Language Models [University of Amsterdam & University of Technology Nuremberg] https://arxiv.org/abs/2507.08799 ---[CL] The Curious Case of Factuality Finetuning: Models' Internal Beliefs Can Improve Factuality [University of Washington] https://arxiv.org/abs/2507.08371 ---[LG] CTRLS: Chain-of-Thought Reasoning via Latent State-Transition [UC San Diego] https://arxiv.org/abs/2507.081 ---[LG] One Token to Fool LLM-as-a-Judge [Tencent AI Lab] https://arxiv.org/abs/2507.08794 ---[LG] Inference-Time Scaling of Diffusion Language Models with Particle Gibbs Sampling [Stanford University] https://arxiv.org/abs/2507.08390

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

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