Dexterity explains why Physical AI is hard

Physical AI—AI that drives robots to complete physical tasks in the real world—is hard because the physical world is endlessly variable: boxes deform and environments change from shift to shift. A truck-loading robot must simultaneously solve dozens of AI problems, including perception, planning, collision-free dual-arm motion, and force control, while achieving 99.9995% safety confidence for each action.