Keep the Future, Drop the Rollout: RIFT for World Action Models

Chushan Zhang, Jinguang Tong, Xuesong Li +2

World action models (WAMs) condition robot actions on predicted futures, but iterative video rollout increases deployment latency. We ask whether action generation requires the evo…