The customer accepts the AI pilot, but you discover its evaluation cases were used during tuning. What would you recommend before rollout?

Instruction: Treat this as a fictional customer-acceptance case. Keep technical evidence, deployment authorization and contractual interpretation with their respective owners.

Context: Tests how an engineer corrects an accepted performance claim, preserves provenance and supports a new customer acceptance decision.

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I'd tell the customer and responsible delivery owner what we discovered and which performance claim it affects. Cases used during tuning are useful development evidence, but they are not an independent test of unfamiliar work. I'd preserve the versions, evaluation records and earlier acceptance rationale so we can explain the issue accurately...

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