Remediate the finding and pass a retest: What should happen next?
The stated release policy requires remediation and a passed retest before release, unless its formal exception path is used.
The question
Before releasing an AI tool that routes medical-administration messages, a red-team exercise finds that some urgent administrative requests are misclassified. The tool gives no clinical advice. The release policy classifies this as a material finding and requires remediation plus a passed retest before release unless the release authority formally approves a documented exception with compensating controls. What should happen next?
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- Launch with administrators monitoring errors.Post-release monitoring may supplement controls, but it does not meet the policy's pre-release gate for this finding.
- Release it with a prominent disclaimer.A disclaimer does not remediate the material routing failure or satisfy the stated release gate.
- Remediate the finding and pass a retest. ✓The policy requires this path before release, absent a documented exception approved by the authorized release authority.
- Replace red-team testing with ordinary accuracy testing.Ordinary testing complements red teaming but does not resolve or supersede the material failure already identified.
The trap
Use the stated acceptance and exception process rather than assuming every finding has the same mandatory remedy. How to remember it
The stated release policy requires remediation and a passed retest before release, unless its formal exception path is used.
How many of these would you get right?
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