Human-Centered AI Governance in the Public Sector: Best Practices and Strategic Mechanisms for Responsible Innovation

As education systems increasingly adopt AI-driven tools—from adaptive learning platforms to predictive analytics and intelligent tutoring—there is a pressing need for human-centered governance that protects learners, enhances trust, and ensures meaningful educational impact. This proposal outlines a strategic framework of best practices and operational mechanisms for governments, public educational institutions, and nonprofit learning organizations to govern AI responsibly while enabling innovation.