Toyota's PUNYO 1.0 AI robot utilizes a large behavior model architecture and a generative AI diffusion policy to learn and perform complex tasks. The robot's behavior is generated using a method called Diffusion Policy, which is a generative AI technique that enables the robot to acquire complex, dexterous behaviors with unprecedented speed.