Stateful Worlds, Stateless Elasticity: Exact-State Serving for Interactive World Models

Jin Li, Jiawei Chen

A persistent interactive world model keeps its running state resident on the GPU that serves it: a multi-gigabyte attention cache, almost all of it rewritten at every generation st…