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# At scale, moderation becomes an operational...
> At scale, moderation becomes an operational system. Written standards, trained reviewers, escalation paths, records, automation, and periodic audits replace improvisation by an exhausted creator.
**Source:** [[livestreams/Platform Stewardship, Message Discipline, and the Ethics of Moderation - Workbook|Platform Stewardship, Message Discipline, and the Ethics of Moderation]]
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“At scale, moderation becomes an operational system. Written standards, trained reviewers, escalation paths, records, automation, and periodic audits replace improvisation by an exhausted creator.”
— Bryant McGill
https://bryantmcgill.com/quotes/quotes-scale-moderation-becomes-improvisation-exhausted-creator
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