Why Deploying Physical AI at Scale Demands Safety at Every Layer

NVIDIA discusses the security requirements for deploying physical AI systems at scale, noting that autonomous vehicles and industrial robots will reach millions of units by the mid-2030s. The piece emphasizes that safety must be engineered into every layer as these systems operate alongside humans.
Why it matters
As AI-powered robots and autonomous vehicles become widespread infrastructure, ensuring they are secure and safe is critical to public trust and accident prevention.



