Colleges currently penalize AI use as cheating while employers treat AI literacy as a core competency. This disconnect leaves graduates unprepared for professional expectations. Ankur Warikoo highlights that students must navigate this gap independently. Practitioners should prioritize practical AI application over academic compliance to remain competitive in a shifting labor market.