Why Deploying Physical AI at Scale Demands Safety at Every Layer

As industries transition from research to large-scale implementation, projected deployments for autonomous vehicles and industrial robots are expected to reach tens of millions by 2035. This shift toward physical AI requires the integration of safety protocols across every layer of development to manage the risks inherent in autonomous machines operating within real-world environments.