Duke Health AI Evaluation & Governance Program’s Matthew Elmore, Nicoleta Economou, and Michael Pencina have developed a practical heuristic to ensure patients are informed about AI tools in their care. From broad notifications to informed consent, they outline a balanced approach — matching transparency with real-world feasibility — based on AI autonomy and clinical risk. The goal? Building warranted trust in AI-driven healthcare.