Bagel Labs (bagel.com) is an artificial intelligence research lab building the training infrastructure for Physical AI. Physical AI is the next major frontier in artificial intelligence - systems that can understand, simulate, and act in the real world. Robotics and embodied AI companies will need to train much larger and more complex models than today’s software-only AI systems, and that training will be too expensive if it depends only on centralized GPU superclusters.