People do not gain control from a checkbox. They gain it when the system makes its boundaries visible, makes review practical, and leaves a clear path back to the human decision-maker.
Control has to be usable
An approval step that comes after a decision is already made is not meaningful oversight. Real control is present at the moment it can still change an outcome.
That means clear sources, legible reasoning, and interfaces that help people intervene before confidence turns into momentum.
Trust is earned in the edge cases
Every system looks capable on the easy task. The important question is what happens when the evidence conflicts, the stakes rise, or the right answer is to pause.
Designing for those moments is not a limitation on intelligence. It is what makes intelligence worth trusting.