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An industrial robotic arm operating within a visible boundary of light on a factory floor, symbolizing bounded authority in physical AI.

The Real Approval Question for Physical AI on the Floor

Manufacturers evaluating agentic and physical AI should test authority against consequence, not ease of approval.

A factory robotic arm surrounded by pulsing rings of light suggesting ongoing monitoring rather than a one-time check.

Physical AI Safety Doesn't Expire, But It Does Drift

Manufacturers treating physical AI certification as a completed checkbox are missing the continuous re-verification that governs whether a safety case still holds.