Across the globe, the fields of medicine and biomedical research are integrating AI tools into practices, procedures, experiments, and analysis. Four Fogarty International Bioethics Research Training Program grantees discuss the value and potential ethical concerns when using AI in medicine and research in low- and middle- income countries (LMICs).