One professor's experience with an AI-generated research proposal highlights a critical gap in academic integrity. The author argues that students use LLMs to bypass critical thinking rather than enhance it. Educators must now redesign supervision to prioritize process over final output. This shift forces a move toward oral examinations and iterative drafting to verify student authorship.