Abstract

As machine learning and large language models become integrated into hospital electronic health record systems for clinical decision support, drug interaction checks, and automated dosing recommendations, health systems face emergent challenges in accountability, algorithmic transparency, and clinical validation. This commentary outlines vital governance frameworks for clinical pharmacy leadership to safeguard patient care.