你有没有想过，要让AI真正理解世界，而不是简单模仿，到底需要几步？本期我们将看到，最新的论文正在教AI像婴儿一样建立内在的“世界模型”，并给我们一张能诊断它心智的“大脑地图”。我们还会揭秘，如何用“家教天团”模式培养全能AI，让机器人拥有和人相处的“眼力见”，以及教会它像学汉字笔画一样拆解世间万物的动作。准备好，让我们一起探索AI心智的构建蓝图。

00:00:32 AI的“婴儿模式”，它如何偷偷学会了物理定律？

00:05:32 给你一张AI的“大脑地图”

00:12:17 AI界的“家教天团”，如何培养一个全能型选手

00:18:09 让机器人拥有“眼力见”，差的是什么？

00:23:16 想看懂世界？先学会拆解动作

本期介绍的几篇论文：

[CV] Orca: The World is in Your Mind

[Beijing Academy of Artificial Intelligence]

https://arxiv.org/abs/2606.30534

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[AI] NeuroCogMap Reveals Cognitive Organization of Large Language Models

[Renmin University of China & Beijing University of Posts and Telecommunications & The University of Hong Kong]

https://arxiv.org/abs/2607.00397

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[CL] MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

[Xiaomi & Peking University]

https://arxiv.org/abs/2606.30406

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[RO] HABIT: Human-Aware Behavior and Interaction Training Dataset for Robot Manipulation

[Config]

https://arxiv.org/abs/2606.31682

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[AI] Latent Actions from Factorized Transition Effects under Agent Ambiguity

[Brown University]

https://arxiv.org/abs/2606.30544