PREPARING HUMAN OVERSIGHT TALENT FOR AGENTIC AI WORKPLACES: A COMPETENCY FRAMEWORK FOR EDUCATION AND WORKFORCE SYSTEMS. (2025). Contemporary Journal of Social Science Review, 3(4), 1561-1574. https://doi.org/10.63878/cjssr.v3i4.1732