NVIDIA has a deep and long-standing investment in functional safety. The company has accumulated over 18,000 engineering years on vehicle safety, assessed more than 21 billion safety transistors, and produced over 7 million lines of safety-assessed code. More than 22,000 platform safety monitors have been developed, 330+ research papers on AV safety published, and 30+ certificates and assessment reports issued. This body of work was built for AVs, one of the most demanding safety domains in engineering. The key insight behind Halos OS is that this proven foundation doesn’t need to be rebuilt f
Inside NVIDIA Halos for Robotics: A Full-Stack Functional Safety System for Physical AI | NVIDIA Technical BlogNVIDIA IGX Thor is an enterprise-ready platform for physical AI. It offers server‑class AI performance together with industrial-grade hardware, advanced functional safety capabilities, extended lifecycle support, and an enterprise software stack in configurations suitable for industrial and medical environments. IGX Thor extends this compute and safety foundation to edge systems where uptime, reliability, and standards compliance are central to system design. With the IGX Thor platform, developers can build mission-critical edge computers that operate reliably in harsh physical conditions, int
NVIDIA IGX Thor Powers Industrial, Medical, and Robotics Edge AI Applications | NVIDIA Technical Blog… This powerful platform is designed to meet cutting-edge automotive product requirements, including advanced AI inference, high-performance computer vision, advanced graphics, high-end audio, and complex safety and security use cases. …
… It incorporates a variety of safety features, including: Hardware fault detection Safe‑state monitoring In‑system test DRAM ECC Freedom from interference FFI Dedicated Functional Safety Island FSI , an independent, redundant safety processor that monitors and handles safety‑critical workloads, prov… …
… Available providers: Baseten Bitdeer AI Clarifai Crusoe DeepInfra DigitalOcean Eigen AI fal.ai Fireworks AI FriendliAI GMI Cloud Inference.net Lightning AI Modal Nebius Together AI Vultr You can also explore Nemotron model details, documentation, and access paths through the following discovery and… …
… This hardware includes: IEC 61508 SIL 3 capable Safety Island FSI : A dedicated functional safety island with up to 12K DMIPs, its own I/O, power, and clocks—physically isolated from the main compute domain High diagnostic coverage : Over 22,000 safety mechanisms provide diagnostic coverage across … …
… It also includes security and Over-The-Air OTA features. Jetson AI Stack : CUDA Accelerated AI stack which includes a complete set of libraries for acceleration of GPU computing, multimedia, graphics, and computer vision. …
Agentic AI / Generative AI Building NVIDIA Nemotron 3 Agents for Reasoning, Multimodal RAG, Voice, and Safety Mar 24, 2026 By Chintan Patel , Maryam Motamedi , Chris Alexiuk , Moon Chung and Isabel Hulseman Discuss 0 Discuss 0 L T F R E AI-Generated Summary Like Dislike At GTC 2026, NVIDIA introduc… …
… For more detailed information on ethical considerations for this model, please see the Model Card++ Explainability, Bias, Safety and Security, and Privacy Subcards. Please report security vulnerabilities or NVIDIA AI Concerns here .
… Nemotron 3 Ultra is available through an ecosystem of partners: Model customization services: Applied Compute , Prime Intellect , Unsloth Inference software: SGLang , TRT-LLM , vLLM Cloud service providers: Amazon SageMaker JumpStart , Google Cloud, Microsoft Foundry , Oracle Cloud Inference servic… …
… For more details see https://www.khronos.org/blog/vulkan-sc-overview Note : Jetson support for Vulkan SC is not safety certified. …
… After that, the agent tests the output against a policy and confidence gate where it is also scrutinized for safety using Nemotron 3 Content Safety . …