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Split image contrasting a fully instrumented, certified engine test stand with an unlit, unverified server rack representing ungoverned AI systems.

The Assurance Gap Behind Every AI Autonomy Pitch

Aerospace certification data from Farnborough exposes a wider governance problem: many AI autonomy and risk-detection claims have no equivalent conformity regime at all.

An industrial robotic arm shown mid-motion behind translucent safety barriers on a factory floor.

Verifying the Learned Robot, Not Just the Vendor's Claim

A vendor announcement about AI robot safety verification signals a real gap in industrial AI governance, but buyers should scrutinize the claim before treating it as a control.