The world just had the hottest August ever

Recent weather data confirms that Earth has experienced the hottest August on record. Simultaneously, the World in World project introduces a training-free inference-time interface for autoregressive video world models. This technology enables interactive, long-horizon exploration by converting heterogeneous control evidence into camera- and time-labelled visual states. While flexible control remains a challenge, this method aims to synchronize generated rollouts with recorded events and plausibly complete newly exposed regions without requiring task-specific modules or additional training.