Nikolay Lipskiy, MD, PhD, MBA CAMA CEO and Principal scientist An AI application can perform well while the healthcare system around it performs worse. That possibility should be central to how we evaluate artificial intelligence (AI) in healthcare. Assessing individual applications is essential, but it does not, by itself, establish whether their integration improves care delivery, population health, equity, or health-system resilience. UNESCO’s Recommendation on the Ethics