Twitter has struggled deeply with measurement in the trust and safety space for years. But when we started thinking about this trolling campaign and about hateful conduct, that's an empirical research question. And measurably, it reduced the prevalence of hateful conduct on Twitter relative to the pre-troll campaign baseline. That unequivocally is a win for trust safety.

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