本期节目，我们将一起探索AI如何变得更“聪明”，而不是更“庞大”。你会听到，一个“基础大脑”如何让无人机秒速适应任何机型；一个全自动“模拟驾校”又如何教会AI像人一样“办事”。我们还会揭示，为何顶尖AI的训练需要“模拟舱”和“真实空域”双轨并行，以及为什么“爱折腾”和“随大流”对AI的自我进化同样重要。最后，我们将看到一个关于“生长”的深刻智慧：如何将顶层设计与细节执行完美分离，创造出惊人的数字生命。00:00:38 无人机的“基础能力”：从“专才”到“通才”的蜕变00:05:55 AI的“模拟驾校”：高手不是靠“背书”，而是靠“路考”00:11:26 AI高手的“双轨制”训练法00:17:06 AI的“进化”秘诀：既要随大流，也要爱折腾00:22:15 AI的“生长”瓶颈：如何从细胞级智慧，长出像素级细节？本期介绍的几篇论文：[RO] RAPTOR: A Foundation Policy for Quadrotor Control [UC Berkeley & Technology Innovation Institut] https://arxiv.org/abs/2509.11481 ---[CL] Towards General Agentic Intelligence via Environment Scaling [Alibaba Group] https://arxiv.org/abs/2509.13311 ---[LG] WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning [Alibaba Group] https://arxiv.org/abs/2509.13305 ---[LG] Evolving Language Models without Labels: Majority Drives Selection, Novelty Promotes Variation [Tencent AI Lab] https://arxiv.org/abs/2509.15194 ---[CV] Neural Cellular Automata: From Cells to Pixels [EPFL & Sharif University of Technology] https://arxiv.org/abs/2506.22899

Ask this episode

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

Transcript

Related