STAT News’ Casey Ross talks with Duke Health Chief Data Scientist Michael Pencina about supporting transparency in health AI through the development of a national registry for these rapidly expanding technologies. “Everybody is doing this differently, and many health systems are not doing it,” said Michael Pencina, chief data scientist at Duke Health. The lack of systematic monitoring of AI in medicine creates safety and financial risks, he said, because poorly performing products can easily escape scrutiny.