Every year, the NHS Breast Screening Programme (NHSBSP) invites more than two million women for mammography. This initiative has already cut breast-cancer-related deaths by roughly 43% over the past three decades thanks to earlier detection and better therapy (Rubio, 2024). Yet radiologists still face a fundamental bottleneck: interpreting thousands of high-resolution images per week. Human…