In a recently published discussion on Health IT Analytics’ predictions for 2024, experts highlighted key priorities for healthcare organizations, particularly focusing on AI governance, transparency, and collaboration. Notably, Duke Health and Nicoleta Economou, PhD, Director of ABCDS Oversight, were mentioned for their Algorithm-Based Clinical Decision Support (ABCDS) Oversight program. The program, as well as Duke’s founding role in the Coalition for Health AI (CHAI), emphasizes transparency and governance, recognizing the pivotal role of data quality in developing reliable AI models. Dr. Economou underscored the need for further government mandates to ensure responsible use of health AI, emphasizing ongoing collaboration among industry stakeholders and the federal government.