Folding laundry remains harder for AI than coding an app. Researchers are developing world models to help systems predict physical outcomes before acting. This shift moves beyond static data toward dynamic spatial reasoning. Practitioners must now solve the gap between digital logic and tactile execution to enable reliable robotics in unstructured environments.