Colleges are piloting curriculum‑embedded AI while the courts and campus disciplinary systems wrestle with generative‑AI plagiarism. Utah Valley University rolled out 'Ask Wilson,' an AI assistant trained on Canvas course content to coach students and generate personalized study plans as part of an applied‑AI institute rollout. At the same time an Adelphi University student won an AI‑plagiarism lawsuit, a ruling that may influence campus policies on AI use, academic misconduct procedures, and faculty evaluation of student work in an era of widespread generative tools.