Eight percent of our DNA contains retroviruses that are millions of years old. Anna Marie Skalka explains how our evolving knowledge of these particles has advanced genetic engineering, gene delivery systems, and precision medicine. Retroviruses cause disease but also hold clues to prevention and treatment possibilities that are anything but retro.