Consumer protection advocates launched a Student AI Bill of Rights urging colleges and universities to adopt standards around transparency, human oversight, data sovereignty, safe AI use, and student benefit-sharing. The National Student Legal Defense Network’s SHAPE AI initiative frames AI governance as a student-facing rights issue spanning recruitment, admissions, classroom instruction, and support. Separately, faculty assessment guidance is shifting toward learning-verification practices that treat AI use as an assessment validity problem rather than a conduct violation. The approach calls for oral and interactive evidence of learning to reduce reliance on detection tools that students and faculty can’t meaningfully validate. Taken together, the developments point campuses toward policies that combine clear notice and appeal pathways with redesigned assessments that demonstrate mastery—reducing compliance conflict while improving academic integrity effectiveness.