IMPLY: Physically Anchored Consistency for World-Model Rollouts
IMPLY reads the physics each rollout implies by inverting a simulator and scores a set of rollouts by how well one object explains all of them, anchored to two calibration pushes the model has observed, and shows that this is not enough.