Ambient AI Scribes Transform Physician Productivity Calculus
Ambient AI scribing tools are reaching unprecedented scale with documented ROI of $24,000 per physician annually, yet Ontario audit findings reveal significant hallucination risks that shift liability to physicians. As health systems capture productivity gains, physicians must navigate evolving compensation models and verification burdens that may offset promised time savings.