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Glossary entry

Verification cost

The cost of establishing that AI output is right, safe and compliant to the level the risk demands: reviewer time, triage, rework, escalation and the tooling for automated checks.

Why it matters

It is a real and growing line of AI total cost of ownership that is often buried in people or governance costs, and it rises as generation gets cheaper.

Working definition drafted for this glossary from the Generate, Verify, Absorb model.