“Human-in-the-loop” has become healthcare AI’s favorite reassurance.

But at GITEX Future Health Morocco, one question kept surfacing beneath the buzzword:

What does meaningful human oversight actually require?

From AI-triggered panic in patients to clinicians pressured to defer to algorithms, the discussion revealed a difficult truth:

Being present when AI speaks is not the same as having real authority over decisions.

I argue that genuine oversight requires three conditions: • Proximity to the decision • Authority to override • Time to reflect

Without them, “human-in-the-loop” risks becoming symbolic rather than real governance.

My latest article explores why this distinction matters far more than most organizations realize.