#latent dynamics

The Fatal Limitations of Latent World Models: Accurate Prediction Doesn't Equal Understanding the Environment

New research proposes the concept of faithful latent world models and the Latent Rollout Consistency (LRC) metric, finding that current state-of-the-art latent world models do not truly model environment dynamics.