Several U.S. colleges are launching or scaling artificial intelligence degree and credential programs as competition for students intensifies. Reporting indicates the programs are proliferating across campuses, with significant variation in what they teach, how they position labor-market value, and how they structure learning pathways for students. The development is framed as part of a broader recruitment and relevance push, with institutions aiming to capture prospective students who expect AI literacy to be central to their careers. Program designs range from broad AI foundations to more specialized tracks. For higher education leaders, the key planning challenge is academic quality and alignment: ensuring that curriculum rigor, assessment methods, and practical outcomes match the credibility expectations of students, employers, and regulators. The surge also raises governance questions about academic integrity and tooling, particularly as AI tutors and assistants become embedded in coursework.