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.

Bagel Labs is solving this by making large AI model training more efficient and flexible. Our core technology, Decentralized Diffusion Models, breaks large training jobs into smaller specialist models that can be trained across many different kinds of hardware. This can reduce training CapEx by 30-40% in standard deployments, and by up to 80% when companies can reuse existing hardware.

We are a small, high-talent AI research lab building one of the most exciting technologies in AI...