On this episode, I have the pleasure of speaking with an INFORMS member whose work is truly saving lives, saving money, and solving [problems. Cynthia Rudin, professor of computer science and engineering at Duke University, has been awarded the 2021 Squirrel AI Award for Artificial Intelligence for the Benefit of Humanity, an honor considered to be the New Nobel Prize. This award recognizes positive impacts of artificial intelligence to protect, enhance, and improve human life in meaningful ways with long-lived effects. In particular, her work with Con Edison, Massachusetts General Hospital and the Cambridge Police Department played a key role in firmly cementing interpretable machine learning as a mainstream field within artificial intelligence.