Why Deploying Physical AI at Scale Demands Safety at Every Layer

The article argues that scaling physical AI—specifically autonomous vehicles and industrial robots—requires a safety architecture layered at every system level. It cites ABI Research’s projection of 49 million level 3‑5 AVs by 2035 and Omdia’s estimate of 60 million industrial robots deployed by 2035, underscoring the urgency of robust safety mechanisms. The authors detail how safety must be baked into perception, decision, and actuation layers, noting that adding redundancy can double latency but is essential for compliance. They conclude that without a formal safety framework, the cost of failure in production deployments will far outweigh performance gains.

⚡ Key Takeaways

• ABI Research predicts 49 million level 3‑5 autonomous vehicles installed by 2035.
• Omdia projects roughly 60 million industrial robots deployed between 2026 and 2035

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