Amazon releases open-source Physical AI Toolchain on AWS

Amazon has released the open-source platform Physical AI Toolchain on AWS, integrating NVIDIA's physical AI stack and covering five stages: synthetic data generation, model training, simulation validation, edge deployment, and continuous improvement. Customers can adopt the whole platform or select components as needed, and use fleet management capabilities to manage thousands of machines via over-the-air updates. The platform's architecture guidance draws on Amazon's own experience operating more than 1 million robots, helping manufacturers launch physical AI capabilities within weeks.