Education leaders are struggling to align AI expectations across schools as inconsistent guidance leaves students and staff “lost and confused,” according to a new opinion piece focused on policy versus guidelines. The argument warns that flexible AI guidelines can be perceived as temporary, leading to uneven implementation and unclear oversight. The piece points to a reported mismatch between what schools say they provide and what students claim they receive: only a minority of students say they received guidance on AI policy, despite widespread use during the school year. It calls for clearer administrative oversight to protect student privacy, safety, and academic integrity. For higher-ed and K-12 partners, the development signals rising demand for governance structures that can handle AI in learning while producing consistent, auditable compliance across classrooms.