Mei-Qi Liu

Redesigning Ideological and Political Education Classrooms in the Generative AI Era: Innovation Pathways, Risk Boundaries, and Governance Principles

The main contribution is to argue that generative AI should not be positioned as an autonomous educational subject, but as a conditional medium that supports interpretation, deliberation, and responsible practice under curricular purpose, teacher judgment, transparent rules, critical AI literacy, and institutional safe...