AI, Policy, and the Future of Human-Centered Education

Accountability is crucial to credential management in educational institutions. Credential rules and technology must ensure correctness, transparency, and security as credentials increasingly affect academic integrity, employment chances, and institutional reputation. The chapter covers leadership c…