Human-AI Dynamics in Higher EducationAI in higher education reshapes knowledge creation, delivery, and evaluation. As AI tools become integrated into classrooms, research, and administrative systems, they redefine the roles of both educators and students. Faculty transition from primary sources of information to facilitators of critical thinking, while students learn to collaborate with AI as a resource. This relationship raises important questions about academic integrity, equity of