Yet, AI will not fix dysfunctional systems by default; poorly designed implementation can shift burdens, erode confidence, and widen gaps in health-care quality, access, and clinician wellbeing. Practice must remain clinician-led, patient-centred, and grounded in shared decision making. The policy
The global health workforce is approaching a breaking point, driven by administrative
overload, inefficient workflows, burnout, and accelerating retirements, with a projected
global shortfall of 11 mi...
