In this engaging conversation, Noa Dagan and Ran Balicer from the Clalit Research Institute share insights into their innovative work with predictive models in healthcare. They discuss leveraging a unique dataset to enhance Hepatitis C screening and how data shaped responses during the COVID-19 pandemic. The duo emphasizes the transformative power of AI in public health, plans for a digital health residency, and the importance of mentorship in emerging public health professionals. With a touch of humor, they even ponder alternative careers and favorite superpowers.