AINeutralarXiv – CS AI · 6h ago6/10
🧠
Beyond Tool Adoption: A Practical Five-Stage Developmental Continuum for AI Literacy in Higher Education
Researchers at North Carolina State University propose a five-stage AI literacy continuum to help higher education institutions move beyond simple tool adoption toward critical, responsible AI engagement. The framework addresses the gap between students who avoid AI entirely and those who use it uncritically, offering educators a practical diagnostic pathway aligned with UNESCO and OECD standards.