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AI可可AI生活

[人人能懂] 从“通用大脑”到“模拟驾校”

20 Sep 2025

Description

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  

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