Artificial intelligence (AI) is increasingly used in radiology to support cancer screening. This systematic review examined the frequency of errors when using artificial intelligence for reading breast screening mammograms. Based on seven included studies, the researchers found that the test performance of AI algorithms used to read screening mammograms varied, and AI errors were infrequently reported.