Add controls proportionate to autonomous rejection | AIGP
7-day money-back guarantee — full refund within 7 days of purchase if you've completed under 20% of the questions. See pricing →
Certifications Tools Flashcards Career Paths Exam Guides Blog Pricing For Teams About

Language

✓ EnglishDeutschEspañolFrançaisPortuguês
Check readiness — free →

Add controls proportionate to autonomous rejection: With the same model and data, what governance change is

AIGP Understanding the Foundations of AI Governance Medium

Automatic rejection increases autonomy and impact, requiring stronger oversight despite unchanged technology.

The question

A university research office first uses an AI tool to flag incomplete grant applications for staff review. It later authorizes the tool to reject applications automatically and notify applicants. With the same model and data, what governance change is most important?

Preparing for AIGP? Take the free 5-min readiness quiz →

  1. Add controls proportionate to autonomous rejection, including accountable review and impact monitoring. ✓
    Automatic rejection increases autonomy and applicant impact, requiring stronger oversight, accountability, and monitoring despite the unchanged model and data.
  2. Monitor rejection accuracy and notification speed after launch.
    Performance monitoring is relevant, but accuracy and speed alone do not provide oversight for consequential automated rejection.
  3. Rely on the unchanged model version.
    The model version does not determine the governance exposure by itself; the system now exercises more consequential authority.
  4. Retain the original pilot controls and document the change.
    Documentation is useful, but retaining the original controls is insufficient when the system can now reject applications without staff action.
The trap
Compare the system’s authority and consequences, not merely its model version or data.

How to remember it

Automatic rejection increases autonomy and impact, requiring stronger oversight despite unchanged technology.

How many of these would you get right?

One of 1581 AIGP questions on Certsqill. Take a free five-minute check and see your score per domain — not one number, but which section to open tonight.

Test your AIGP readiness — free

More Understanding the Foundations of AI Governance questions

Part of the Certsqill AIGP question bank · Understanding the Foundations of AI Governance · Every answer, right and wrong, comes with its own explanation.