Give reviewers time: What gap is decisive for meaningful | AIGP
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Give reviewers time: What gap is decisive for meaningful review?

AIGP Understanding How to Govern AI Deployment and Use Hard

Human review requires time, information, authority, and escalation mechanisms.

The question

For an internal pre-deployment readiness decision, a logistics company tests an AI scheduling assistant. Dispatchers receive training but have little time to inspect recommendations and cannot override assignments without manager approval. Tests show useful schedules and occasional infeasible routes. What gap is decisive for meaningful review?

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  1. Deploy centralized monitoring while leaving dispatcher review time and authority unchanged.
    Centralized monitoring can improve observability, but it does not enable dispatchers to conduct or act on meaningful review.
  2. Record dispatcher acknowledgments for each recommendation.
    Acknowledgments document receipt but do not establish informed review, intervention authority, or practical time for checking routes.
  3. Give reviewers time, route data, override authority, and escalation paths. ✓
    Effective review requires competent dispatchers to inspect relevant information, intervene before release, and escalate infeasible assignments.
  4. Expand route-training data before launch.
    More data may improve model performance, but it does not give dispatchers time or authority to review and correct routes.
The trap
Look beyond training: check reviewers’ time, information, authority, and escalation routes.

How to remember it

Human review requires time, information, authority, and escalation mechanisms.

How many of these would you get right?

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More Understanding How to Govern AI Deployment and Use questions

Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use · Every answer, right and wrong, comes with its own explanation.