Cosmos 3’s Robot Simulations Need More Than Video Similarity

NVIDIA’s October Cosmos 3 checkpoints carry action-following claims, but two robotics preprints show why visual similarity alone cannot establish how faithfully a world model follows commands or preserves failure.