Game-native world model adds 108M-frame dataset and explicit state supervision

Scobleizer · x · 2026-07-24

Video world models generate pixels; games run on state. This post introduces a game-native world model centered on an explicit, evolving world state.

WildWorld: a dataset of 108M+ frames with actions and explicit state ground truth.
From Pixels to States: Rethinking Interactive World Models as Game Engines: the accompanying paper framing interactive world models as stateful game engines.
The diagram emphasizes a loop of action → state → observation, aiming for real-time interactive generation with persistent state-observation consistency.

More from Multimodal