Beyond the Chatbot: Evaluating the Implications of Autonomous AI Agents on Metacognitive Engagement and Institutional Governance in Higher Education

Abstract

Artificial intelligence is now deeply embedded in higher education. What started as simple chatbots answering routine questions has gradually developed into more advanced systems known as autonomous AI agents. These systems can plan tasks, give suggestions, monitor progress, and even make limited decisions. While many discussions focus on how AI improves efficiency and personalization, fewer studies examine how these systems affect students’ thinking processes and institutional governance. This paper explores two main questions: How do autonomous AI agents influence students’ metacognitive engagement and how should universities govern these systems responsibly. Drawing from educational psychology, AI theory, and governance literature, the paper argues that AI agents can support reflective learning when designed carefully. However, if used without clear boundaries, they may reduce independent thinking and create governance risks.