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# Moderation at scale is risk management under...
> Moderation at scale is risk management under incomplete information. The larger the platform, the more important it becomes to design appeals, graduated responses, and rules that reduce arbitrary loss without requiring endless personal adjudication.
**Source:** [[livestreams/Authentic Video, Community Standards, and the Courage to Tell Your Story - Workbook|Authentic Video, Community Standards, and the Courage to Tell Your Story]]
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“Moderation at scale is risk management under incomplete information. The larger the platform, the more important it becomes to design appeals, graduated responses, and rules that reduce arbitrary loss without requiring endless personal adjudication.”
— Bryant McGill
https://bryantmcgill.com/quotes/quotes-moderation-scale-risk-endless-personal-adjudication
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