This paper outlines how universities can adopt AI with institutional controls: identity-aware access, usage visibility, academic integrity without surveillance, and measurable readiness via AIQ.
Who should read this
CIOs, provosts, teaching & learning leaders, and security/compliance teams evaluating campus-wide AI platforms.