Considerable research has shown the importance of interstitial lung abnormalities (ILAs) on chest CT; the potential role of radiography for such findings remains uncertain. Radhika Rajeev, MD, discusses the AJR article by Hwang et al. evaluating the performance of radiologists and an artificial intelligence system for detecting ILAs on chest radiographs.