Wizard: Manipulate Any World in Real Time via Agentic Control

Researchers introduced Wizard, an agentic framework that manipulates video world models in real time, decoupling explicit game logic from controllable world representation to enable player-customizable virtual environments. The work builds on recent advances in video world models that generate increasingly realistic and interactive environments. Wizard's approach separates game logic from the world model so that agents can control and alter the simulated world during play.

Recent advances in video world models have enabled the generation of increasingly realistic and interactive virtual environments, opening new possibilities for player-customizable gameplay. Agentic frameworks further advance this direction by decoupling explicit game logic and controllable world rep