Nvidia announced Alpamayo, a new autonomous driving AI system designed to reason, explain decisions, and control vehicles in real-world traffic. The system is scheduled to begin operating on U.S. roads later this year, starting with the Mercedes-Benz CLA. Nvidia positions Alpamayo as the first “thinking” AI for autonomous vehicles.
Alpamayo 1 is built on a Vision-Language-Action model that processes camera input, interprets driving conditions, and generates driving trajectories through logical reasoning. The architecture includes roughly 10 billion parameters and has been trained end-to-end, from perception to vehicle control. Nvidia says the model can explain its decisions, improving transparency and safety.
The system also incorporates simulations of rare and dangerous scenarios and relies on partially open models. Nvidia says this approach moves autonomous driving closer to higher levels of autonomy while addressing regulatory and safety concerns.
