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NVIDIA: Scaling physical AI demands safety at every layer

NVIDIA highlights that physical AI is rapidly moving from research to large-scale deployment. ABI Research projects 49 million level 3-5 autonomous vehicles by 2035, while Omdia estimates roughly 60 million industrial robots will be deployed between 2026 and 2035. Safety must span hardware, software, AI, operating environment, and deployment lifecycle—not a one-time check—and emerging standards like ISO/IEC TS 22440 are beginning to address AI behavior assurance.

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