Overview
Research and evidence for a more accountable system.
How WISeR, private-payer AI denials, and Medicare audit appeals reveal why high-stakes public AI systems must be co-created before procurement. The paper focuses on objective alignment, stakeholder participation, rationale transparency, human review, appeal pathways, access, burden, and accountability.