University financial aid offices now face a surge of ChatGPT-generated appeals and scholarship essays. Administrators struggle to distinguish authentic student hardship from AI-polished narratives. This trend forces institutions to rethink verification processes. Staff must now balance efficiency with the risk of rewarding students who use generative AI to manipulate aid decisions.