Federal changes to graduate lending are reshaping university budgets and student pipelines. New rules cap borrowing for most master’s students at $20,500 annually and reserve higher caps for narrowly defined 'professional' programs. Institutions that budgeted around the old Graduate PLUS availability now face tuition and enrollment risk. Higher‑cost programs—particularly in health professions and specialized technical fields—warn of enrollment declines if professional designations exclude certain degrees. Regulators are still finalizing the 'professional' definition, and universities are mounting policy and legal challenges while rethinking tuition, scholarships and program costs. Health‑care educators caution the caps will hit clinical training pipelines hardest, potentially amplifying workforce shortfalls in nursing, allied health and therapy professions unless states or institutions step in with targeted aid.