# Accelerating the Future of Autonomous Vehicles [ ](/content/dam/en-zz/Solutions/self-driving-cars/automotive-sdv-kv-animated-2024.mp4) ## Fast-Track Safe, AI-Defined Autonomous Vehicles NVIDIA delivers a safety-first, end-to-end platform enabling production-ready autonomous vehicles (AVs) spanning data center, simulation, and the vehicle.  [NVIDIA DGX™](https://www.nvidia.com/en-us/data-center/dgx-platform.md) powers AI model training at scale. [NVIDIA Alpamayo](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/alpamayo.md) open Vision-Language-Action models bring contextual reasoning and decision-making. AI models are then tested across countless scenarios in [NVIDIA Omniverse™](https://www.nvidia.com/en-us/omniverse.md) with [Cosmos™](https://www.nvidia.com/en-us/ai/cosmos.md). Validated models deploy on [NVIDIA DRIVE Hyperion™](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/drive-hyperion.md) full-stack reference architecture, providing the in-vehicle foundation for Level 4 driving. [NVIDIA Halos](https://www.nvidia.com/en-us/ai-trust-center/halos/autonomous-vehicles.md) weaves industry-leading safety into every stage of the lifecycle, completing the training, simulation, and deployment workflow for safer autonomous vehicles. ### Level 4-Ready Vehicle Platform for AI-Defined Autonomy [NVIDIA DRIVE Hyperion](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/drive-hyperion.md) is a validated, production-ready vehicle platform that accelerates autonomous driving development from Level 2++ to [Level 4](https://nvidianews.nvidia.com/news/nvidia-uber-robotaxi). Built on [NVIDIA DRIVE AGX](https://developer.nvidia.com/drive/agx) and safety-certified [DriveOS](https://developer.nvidia.com/drive/os)™, Hyperion integrates high-performance centralized compute with a fully qualified multimodal sensor suite. This gives you the performance, redundancy, and scalability needed for real-time perception, planning, and end-to-end AI driving models. [Learn More About In-Vehicle Computing](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/in-vehicle-computing.md) ### AI Training at Scale NVIDIA DGX delivers a high-performance AI training compute platform designed to accelerate autonomous vehicle development. AV developers can further reduce bottlenecks with [Physical AI Data Factory Blueprint](https://nvidianews.nvidia.com/news/nvidia-announces-open-physical-ai-data-factory-blueprint-to-accelerate-robotics-vision-ai-agents-and-autonomous-vehicle-development) to curate, augment, and evaluate the massive datasets necessary for performant model training. Combining NVIDIA software, infrastructure, and expertise in a unified AI development solution lets you train and scale AV systems more efficiently. [Learn More About AI Training for AVs](https://www.nvidia.com/en-us/self-driving-cars/ai-training.md) ### High-Fidelity Simulation [NVIDIA Omniverse libraries](https://www.nvidia.com/en-us/omniverse.md) and [Cosmos World Foundation Models](https://www.nvidia.com/en-us/ai/cosmos.md) make it possible  to reconstruct and enhance interactive simulation from [real-world sensor data,](https://youtu.be/GsB7tGB5g-o) model physics and behavior, and generate physically accurate and diverse sensor data to accelerate AV development. [Learn More About AV Simulation](https://www.nvidia.com/en-us/use-cases/autonomous-vehicle-simulation.md) ## NVIDIA Alpamayo: Open model, Tool, and Data for reasoning-based Autonomous Vehicles Explore the complete ecosystem of open models, simulation, and datasets powering reasoning-based autonomous vehicles—designed to handle complex, real-world driving scenarios safely with transparent decision-making. [Learn More About Alpamayo](https://nvidianews.nvidia.com/news/alpamayo-autonomous-vehicle-development) [Watch the Demo (3:44)](https://www.youtube.com/watch?v=5EEYgxoT8kc) --- ## Building Safe, AI-Driven Autonomous Vehicles ### NVIDIA Halos: A Full-Stack Comprehensive Safety System for Autonomous Vehicles Built on over 15,000 engineering years of AV safety investment, NVIDIA Halos unifies vehicle architecture, chips, software, and AI models to ensure safe autonomous development from cloud to car. By combining proven design principles with advanced agentic functions, Halos provides chip-to-deployment foundations to safeguard end-to-end autonomous stacks. [Learn More About Autonomous Vehicle Safety](https://www.nvidia.com/en-us/self-driving-cars/safety.md) [Read the NVIDIA Halos Blog](https://blogs.nvidia.com/blog/halos-safety-system-autonomous-vehicles/) ## NVIDIA DRIVE Partner Ecosystem NVIDIA DRIVE AGX is trusted worldwide by leading automakers, robotaxi providers, Tier 1 suppliers, software developers, sensor manufacturers, and innovative startups. [View the Partner Ecosystem](https://www.nvidia.com/en-us/solutions/autonomous-vehicles/partners.md) ## Turbocharge Autonomous Vehicle Development With NVIDIA NIM™ Tap into NVIDIA advanced AI models for AV-embedded software and cloud solutions to accelerate real-world deployment and improve efficiency. [Start Building](http://build.nvidia.com/explore/automotive) ## Latest Keynotes and Demos Consent for Optional Cookies (googleCookiePolicyLink)YouTube sets performance, advertising, and other optional cookies(/googleCookiePolicyLink) when you watch embedded videos. 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Cancel Accept and Play Video Alternatively, you can (youtubeLink)watch this video on YouTube(/youtubeLink). #### On the Road With DRIVE AV [Play](#) #### NVIDIA Keynote at CES 2026 [Play](#) #### NVIDIA DRIVE AV Software Debuts in the All-New Mercedes-Benz CLA [Play](#) #### Navigating San Francisco: A Deep Dive Into NVIDIA’s L2++ Autonomous Drive Stack [Play](#) #### See How NVIDIA Is Bringing Reasoning to Autonomous Driving [Play](#) #### NVIDIA Keynote at GTC DC 2025 [Play](#) #### From Cloud to Car: Driving the Future of Safer, AI-Defined Mobility [Play](#) #### Global Innovators Leading Level 4 Autonomy with NVIDIA [Play](#) #### The Path to Level 4 Autonomy [Play](#) Next Video will Start in **%**s #### On the Road With DRIVE AV NVIDIA Keynote at CES 2026 NVIDIA DRIVE AV Software Debuts in the All-New Mercedes-Benz CLA Navigating San Francisco: A Deep Dive Into NVIDIA’s L2++ Autonomous Drive Stack See How NVIDIA Is Bringing Reasoning to Autonomous Driving NVIDIA Keynote at GTC DC 2025 From Cloud to Car: Driving the Future of Safer, AI-Defined Mobility Global Innovators Leading Level 4 Autonomy with NVIDIA The Path to Level 4 Autonomy ## Automotive News and Blogs [See all Automotive News](https://blogs.nvidia.com/blog/category/auto/) ## Learn More ### DRIVE AGX Inquiries Discover how NVIDIA DRIVE AGX is revolutionizing autonomous driving and shaping the future of safer, smarter mobility. 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