Application essay compression at major business schools reflects how admissions are adapting to generative AI writing concerns. Chicago Booth’s elimination of longer essays in favor of 300-character short responses reduces the space where applicants can craft lengthy, chatbot-like narratives, while still requiring goal statements and identity cues. This shift adds to a broader admissions reckoning: other programs have moved toward AI-use disclosures or detection mechanisms, and schools increasingly adjust prompt structures to encourage authentic, individual-specific responses. Character limits can also make it harder for applicants to include contextual nuance unless they choose language carefully. For higher education professionals, the key operational change is support: admissions counseling, application workshops, and academic integrity guidance may need to evolve to help students produce concise, specific answers. The likely next phase is tighter alignment between prompt design, integrity standards, and how schools evaluate “fit” when the writing format is constrained.