New technologies, including large-language model AI tools, are being rapidly introduced to the mammography screening market, but clinical outcomes and cost effectiveness are uncertain. UCSF researchers Benjamin Hyams, Karla Kerlikowske M.D., and Rita Redberg M.D. call for a clear standard to assess new technologies and their applications in mammography in their recent New England Journal of Medicine article..