NVIDIA Cosmos 3 Edge and the Robot AI Revolution 2026: On-Device World Models, Humanoid Surgery, and Japan’s $2.3 Billion Noetra Project
Key Takeaway: July 2026 marks a turning point in robotics AI with three converging developments: NVIDIA’s release of Cosmos 3 Edge, a 4-billion-parameter open world model that runs entirely on-device…