NVIDIA announced Halos, a full-stack safety system for physical AI systems. It ensures safety across design, validation, and deployment stages.

NVIDIA emphasizes continuous safety assurance for machines operating near humans. Projections indicate 49 million level 3-5 autonomous vehicles by 2035. An additional 60 million industrial robots are projected by 2035.

NVIDIA collaborates with semiconductor manufacturers Infineon, NXP, STMicroelectronics, and Texas Instruments. They embed safety features at the hardware level.

KION Group develops safety agents for autonomous forklifts using NVIDIA's Halos system. Agility Robotics integrates NVIDIA's technology into its Digit 5 humanoid robot.

NVIDIA's approach utilizes real-world testing and simulation. This prepares for a vast number of potential operational scenarios.