NVIDIA’s physical AI skills announcement is not really about robots suddenly getting smarter. It is about the less glamorous work required before robots, factory systems, autonomous vehicles, and vision models become useful: generating data, building simulations, validating outputs, tuning deployment targets, and repeating the loop without turning every team