This session will examine how responsible AI can advance health equity by improving access to trusted medical knowledge, clinical decision support, and workforce capacity. Bringing together policymakers, healthcare leaders, clinicians, and industry experts, the discussion will focus on trust, transparency, and governance in health AI. The panel will explore how evidence-based, explainable AI systems can be deployed safely and at scale to strengthen health systems and improve outcomes, particularly in emerging and resource-constrained settings.