paper
The Approval Illusion: Why Boards Must Govern AI as a Living Clinical Risk System — and Why Vendors Must Share the Burden of Harm
AI in healthcare is not a product to approve but a system to govern. This ISI paper examines the failure of “approve and go” models and argues that boards must oversee decision quality and require vendors to share clinical risk alongside clinicians.