While most higher education leaders focus on AI's operational benefits — and rightfully so — the deeper transformation lies in how artificial intelligence is fundamentally reshaping what it means to learn, teach, and lead in the 21st century. The question isn't just whether institutions can keep pace operationally; the real challenge is whether we can maintain academic rigor and cultivate critical thinking in an AI-enhanced world while fostering the leadership culture necessary for sustainable transformation. In the Educause 2024 AI Landscape study, approximately 64% of students indicated regular use of generative AI tools as part of their coursework. This isn't a future trend — it's today's reality. Advanced AI tutoring systems can now offer formative feedback that encourages deeper critical analysis beyond mere surface editing, helping both students and faculty engage more meaningfully in learning.