Research-based reporting highlighted that faculty and students are increasingly facing AI-generated content and need updated learning supports, particularly around media literacy and critical evaluation. A discussion focused on how schools are adjusting instruction as AI use rises, including concerns that students struggle to distinguish AI-generated from human-made content. Educators and education-system stakeholders described rapid curriculum catch-up needs, especially where media literacy is not a required course and AI capabilities change quickly. The reporting cited survey results showing substantial percentages of elementary educators observing student difficulty distinguishing AI content, and it pointed to medical and mental-health-focused organizations involved in youth support work. The development matters for higher education as well: teacher preparation programs and education research are likely to be pressured to incorporate AI-content evaluation skills into pedagogy, assessment literacy, and student well-being supports.