Low-Rank Dynamics-Effective Latent Carriers for Counterfactual Rollout in Learned World Models

Yang Liu, Yuming Chen

World models may predict the future without making clear which parts of their hidden state actually drive those predictions. We ask whether a small, directly addressable hidden-sta…