Large Language Models in Otolaryngology Residency Admissions: A Random Sampling Analysis

To investigate potential demographic bias in artificial intelligence (AI)-based simulations of otolaryngology, residency selection committee (RSC) members tasked with selecting one applicant among candidates with varied racial, gender, and sexual orientations.