The Rubin architecture promises a manifold reduction in token cost and improved energy efficiency compared to the Blackwell generation. However, the main focus is on specialization: Alpamayo models are trained to understand real-world physics, addressing the "hallucination" problem in robotics. Experts call this announcement the de facto declaration of the Physical AI era, where computing power translates into precise spatial movement.
Source: NVIDIA Newsroom
NVIDIAVera RubinPhysical AIAlpamayoCES 2026