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…He was one of the architects and hosts of the DEF CON 30 AI Village Capture the Flag competition and is passionate about machine learning security education. He served in the US…
…The security and robustness properties of the end-to-end system extend far beyond the core model’s characteristics and include input and output sanitization, NeMo Guardrails , and safety control systems. Extending…
…His recent research focuses on building secure computing systems for secure and private AI, and using AI to improve the security of computer systems. He is a Fellow of ACM and IEEE…
…3D anatomical models with real-time AI segmentation to get improved depth perception, better navigation, and enhanced patient safety. View Reference Application: Tool Segmentation With AI Overlay Go to GitHub Repo Holoscan…
…For more detailed information on ethical considerations for this model, please see the Model Card++ Explainability, Bias, Safety & Security, and Privacy Subcards. Please report security vulnerabilities or NVIDIA AI concerns here .
…strategy for foundation models and generative AI safety. Previously, he held product management and marketing roles for over a decade, building and launching HPC/AI, data center, and cloud products at leading…
…In addition, DriveOS 7 on Thor supports multiple QNX and Linux virtual machines enabling secure software environments for both AV and in-vehicle AI domains. DRIVE AGX Thor’s powerful AI performance…
…Lovina shares her insights through research papers, open source projects, and writing on AI/ML security, adversarial machine learning, agentic AI systems, MLOps, LLMOps, AI/ML applications in various industries, TensorRT, deep…
…Ready to apply RL to your own models and agents? Accelerate development with NVIDIA NeMo and Nemotron: Open models, recipes, and agentic AI examples with Nemotron Scalable post-training with NeMo RL…
Agentic AI / Generative AI Introducing Nemotron 3 Super: An Open Hybrid Mamba-Transformer MoE for Agentic Reasoning Mar 11, 2026 By Chris Alexiuk and Chintan Patel Discuss (0) Discuss (0) L T…