Harvard researcher Christopher Dede argues higher education focuses on the wrong AI problems. Schools currently prioritize preventing cheating over teaching critical judgment. This gap leaves students unprepared for an automated workforce. Educators must shift curricula toward human-centric evaluation to ensure graduates remain competitive against generative AI tools in professional settings.