
The rapid proliferation of machine learning tools within the academic sphere has forced a fundamental reassessment of how knowledge is transmitted from one generation to the next, challenging the very definition of the teacher’s role. For decades, the educational sector remained largely resistant to radical structural change, yet the integration of sophisticated algorithms has now pushed the industry toward a










