Leading institutions such as the University of Chicago and Yale are enacting admissions cuts and program suspensions in doctoral education due to financial pressures from federal funding uncertainties and increased endowment taxes. Policy shifts terminate some loan programs and cap graduate borrowing, intensifying challenges for graduate education sustainability. These developments mark a significant recalibration in academic workforce and budget planning for graduate education amid a complex regulatory and funding landscape.