Dr. Tarun Kashni addresses the disparity between AI tool usage and effective guidance in educational settings. Despite increased AI adoption among students and faculty, many educators feel unequipped to guide students responsibly. This lecture explores the psychological and structural barriers to AI fluency in academia and proposes a multi-stage model of faculty development to ensure responsible, empathetic instruction.