MORAI

NVIDIA Alpamayo is an open ecosystem of AI models, simulation tools, and datasets designed to accelerate the development of autonomous vehicles with human-like reasoning capabilities. It is built around a family of Vision-Language-Action (VLA) models that combine visual perception, language-based reasoning, and action planning, enabling vehicles to interpret complex driving environments and make decisions step by step. Unlike traditional systems that rely mainly on pattern recognition, Alpamayo introduces chain-of-thought reasoning, allowing autonomous systems to understand rare or unpredictable “long-tail” scenarios and explain their decisions for improved safety and transparency. It integrates seamlessly with NVIDIA’s full autonomous driving stack, covering training, simulation, and deployment, so developers can build advanced systems without creating core infrastructure from scratch.

Wayve is an autonomous driving technology platform that develops AI foundation models to power next-generation self-driving vehicles through its Embodied AI approach. Wayve’s core innovation is a self-learning “AI driver” that enables vehicles to perceive, predict, and navigate complex real-world environments by learning from experience rather than relying on hand-coded rules or high-definition maps. Using primarily camera data and deep learning, the system builds a general-purpose driving intelligence that can adapt to new roads, cities, and vehicles with minimal retraining. Wayve’s mapless, hardware-agnostic architecture allows automakers to deploy advanced driver assistance and autonomous capabilities through software upgrades, supporting automation levels from L2+ to L4. It is designed to learn continuously from real-world and simulated data, enabling safe, natural driving behavior and improved handling of unexpected situations.