![[Literature Review] WorldPlanner: Monte Carlo Tree Search and MPC with Action-Conditioned
Visual World Models](/_next/image?url=https%3A%2F%2Fd1y2du6z1jfm9e.cloudfront.net%2Fassets%2Fpodcast%2Fblue.png&w=1024&q=50)
面对机器人只会死记硬背、无法应对环境变化的难题，Nia 和 Miles 探讨了 WorldPlanner 如何通过视觉世界模型与 MCTS 算法，让机器人在动手前先在脑中模拟未来，从而实现从机械模仿到自主思考的跨越。
当明星AI项目Manus试图通过迁址新加坡完成Meta的巨额收购，却因触碰技术主权红线被监管叫停。我们将拆解这场20亿美元交易如何演变成创始人的出境困局，并揭示AI代理时代下开发者必须面对的监管新规则。
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