A growing coalition of parents and cognitive scientists opposes the integration of AI in classrooms. They challenge the tech industry's assumption that automated learning is inevitable. This friction highlights a deepening divide between educational efficiency and cognitive development. Practitioners must now weigh algorithmic assistance against traditional pedagogical methods to avoid eroding critical thinking skills.