Action Condition World Models

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Manning: True World Models Require Action Conditioning and Semantic Abstraction
“You only actually have a world model if you can predict, given some action is taken, what is going to change in the world because of that, and in particular that becomes hard over longer time scales, so if you're simply, you know, trying to predict the next vi…”
Chris Manning Apr 2, 2026 ▶ 7:56 Moonlake: Interactive, Multimodal World Models — with Chris Manning and Fan-yun Sun

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