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Core technical challenges for general world models
Building general world models requires solving several open research challenges: generating consistent environmental maps; enabling navigation and interaction within those environments; capturing not only world dynamics but also the dynamics of inhabitants—especially realistic models of human behavior.
Behind the viewpoint
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Runway Research | Introducing General World Models
Original excerpt
To build general world models, there are several open research challenges that we’re working on. For one, those models will need to generate consistent maps of the environment, and the ability to navigate and interact in those environments. They need to capture not just the dynamics of the world, but the dynamics of its inhabitants, which involves also building realistic models of human behavior.