今天我们不只关心AI有多强，而是要探索一些更深刻的问题。我们会看到，最适合汽车的AI，恰恰不是那个最强的“云端大脑”；我们会拿到一个“测谎仪”，去分辨AI何时在“一本正经地胡说八道”。接着，我们会用一张最残酷的考卷，揭示AI在“知识搬运”和“智慧创造”之间的巨大鸿沟。更进一步，我们将探讨一个令人深思的可能：我们感受到的社会撕裂，竟可能是一种被AI精心设计的产物。最后，我们再看看如何请一位“上帝视角”的教练，训练出能主动探索世界的机器人。00:00:42 造车启示录：为什么最强的AI，不是最好的AI？00:06:14 AI的“一本正经胡说八道”，我们终于有办法治它了00:11:30 AI：一个既能干又“无能”的实习生00:16:44 撕裂的社会，可能是一种“精心设计”00:23:10 机器人学习新范式：带个“上帝视角”的教练本期介绍的几篇论文：[CL] AutoNeural: Co-Designing Vision-Language Models for NPU Inference[Nexa AI & Geely Auto]https://arxiv.org/abs/2512.02924---[LG] Detecting AI Hallucinations in Finance: An Information-Theoretic Method Cuts Hallucination Rate by 92%[The Catholic University of America]https://arxiv.org/abs/2512.03107---[CL] CryptoBench: A Dynamic Benchmark for Expert-Level Evaluation of LLM Agents in Cryptocurrency[Princeton University]https://arxiv.org/abs/2512.00417---[AI] Polarization by Design: How Elites Could Shape Mass Preferences as AI Reduces Persuasion Costs[University of Chicago]https://arxiv.org/abs/2512.04047---[RO] Real-World Reinforcement Learning of Active Perception Behaviors[University of Pennsylvania]https://arxiv.org/abs/2512.01188

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