Assess and address the routing vulnerability before | AIGP
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Assess and address the routing vulnerability before: What should the quality team do first?

AIGP Understanding How to Govern AI Development Easy

A release-relevant red-team finding requires assessment and mitigation before approval, while preserving ordinary validation.

The question

A manufacturing inspection model passes routine validation, but red-team testing finds that crafted labels can route defective parts incorrectly. Release approval is pending. What should the quality team do first?

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  1. Replace routine validation with red-team testing alone.
    Red teaming complements ordinary validation and does not replace broader evidence about intended performance and conditions.
  2. Document the finding for post-release monitoring.
    Deferring a known release-relevant vulnerability leaves acceptance uncertainty unresolved before deployment approval.
  3. Release with operator training and a general incident process.
    Training and incident response may reduce consequences, but they do not resolve the identified vulnerability before release approval.
  4. Assess and address the routing vulnerability before release. ✓
    The finding affects release-relevant behavior, so the team should assess and mitigate it before approving deployment.
The trap
Red-team results do not prove overall safety, but material findings must inform release decisions and mitigation.

How to remember it

A release-relevant red-team finding requires assessment and mitigation before approval, while preserving ordinary validation.

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