This Medical News article is an interview with Emily E. Haroz, PhD, an associate professor at the Johns Hopkins Bloomberg School of Public Health’s Center for Indigenous Health, about an observational study that compared suicide risk machine learning models with a non–artificial intelligence screening method in a large group of Indian Health Service patients.