The signal
An AI-assisted recommendation can arrive with analysis, supporting material, and a place for a human signature. None of those establishes that the person signing has exercised independent judgment. In Cognitive Sovereignty and the Capacity to Decide, the Center examines a condition beneath every informed decision: the institution must retain people capable of evaluating what its systems produce.
The risk develops when approval becomes routine and the capacity to question the recommendation goes unexamined. An orderly record can conceal an institution that is gradually losing the knowledge on which its decisions depend.
The insight
The Informed Decision Standard requires a decision-maker able to weigh the evidence, explain the uncertainty, and choose a different course. A named approver needs both the competence to challenge a recommendation and the authority to act on that challenge.
This is an affirmative institutional capability. Independent judgment allows an enterprise to recognize an opportunity, an exception, or a failure that its model does not capture. Preserving that judgment belongs in the expectations of The AI Oversight Program: who is qualified to decide, what authority that person holds, and what evidence demonstrates that judgment was exercised. The program is the governance.
The action item
At the next oversight meeting, ask management to present one consequential AI-assisted decision. Have the accountable executive explain the basis for the decision, the material uncertainty, and the evidence that would have led to a different conclusion. Ask who had authority to reject the recommendation. Record the judgment and any gap in competence or authority that the discussion reveals.
The exercise should leave the board able to distinguish a decision the institution can explain from an output it has merely approved.