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李飞飞谈三维世界与语言模型的本质差异

World Labs' Dr. Fei-Fei Li on why the 3D world and spatial intelligence are fundamentally different ...

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李飞飞解释为什么三维空间智能比语言模型更复杂,物理世界有真实约束。

World Labs的李飞飞博士指出三维世界与语言模型存在根本不同。语言模型本质上是纯生成信号,没有真实世界对应。三维世界遵循物理定律,具有材料结构等固有特性。理解并生成三维信息是截然不同的问题,尽管会借鉴语言模型和LLMs的思路。

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World Labs' Dr. Fei-Fei Li on why the 3D world and spatial intelligence are fundamentally different ...

World Labs' Dr. Fei-Fei Li on why the 3D world and spatial intelligence are fundamentally different from language models: "Language is fundamentally a purely generated signal. There's no language out there. You don't go out in the nature and there's words written in the sky for you." "Whatever data you feed in, you pretty much can just somehow regurgitate with enough generalizability the same data out, and that's language to language." "But the 3D world is not. There is a 3D world out there that follows laws of physics, that has its own structures due to materials and many other things. And to fundamentally back that information out and be able to represent it and be able to generate it is just fundamentally quite a different problem." "We will be borrowing similar ideas or useful ideas from language and LLMs, but this is fundamentally philosophically, to me, a different problem." @drfeifei Your browser does not support the video tag. 🔗 View on Twitter Fei-Fei Li @drfeifei x.com/i/article/2104… 🔗 View Quoted Tweet 💬 9 🔄 8 ❤️ 38 👀 9030 📊 9 ⚡