An Algorithm Decides Who Becomes a Doctor: The Case for Rebuilding the Match From First Principles
The residency Match was designed in an era of paper lists and modest applicant pools. Today it governs a system of rising costs, signal-based sorting, and algorithmic optimization that serves programs and applicants poorly. It is time to ask what a training pipeline built for fit — rather than rank — would look like.