AACSB International CEO Lily Bi told Poets&Quants that accreditation alone won’t shield business schools from demographic headwinds and AI‑driven curriculum change, and that institutions must broaden program models and lifelong learning offerings. GMAC data show MBA applicants are increasingly choosing regional or hybrid programs rather than traveling to traditional hubs, a shift AACSB says will reshape recruitment and program design. Deans and accreditors are urging schools to reconfigure career services, strengthen corporate partnerships, and rethink international pipelines as visa pressures and affordability reshape candidate decisions. For business‑school leaders, the imperative is to align accreditation standards, curriculum innovation, and employer signals to preserve post‑MBA career pathways.