Nvidia's big bet on physical AI aims for safer robotaxis, humanoid robots

What happened: Nvidia expanded its Halos safety system from self-driving cars to robotics with Halos for Robotics, aiming to enable safe deployments of warehouse robots, humanoid robots, and surgical robots. Key numbers: Halos launched in 2025; Halos for Robotics announced June 2026; physical AI described as driving nearly $10 billion in annual revenue. Why it matters: Nvidia frames safety as the next bottleneck for physical AI, and has invested in robotics startups including Agility Robotics and Figure AI while partnering with Unitree.

Nvidia targets safer robotaxis and humanoid robots with physical AI bet.

Nvidia targets safer robotaxis and humanoid robots with physical AI bet. — impact context not separately stored; see What changed.