From a perspective paper, Agentic AI is positioned not as a replacement for educators, but as a tool that has the potential to enhance human expertise and strengthen educational sustainability.
Abstract
Artificial Intelligence (AI) is increasingly transforming education, with the emergence of Agentic AI introducing new opportunities for adaptive, autonomous, and context-aware support. This perspective paper explores Agentic AI, a bridge connecting educational leadership, developmental supervision, reflective professional learning, educator readiness, and sustainable education. Drawing on Glickman's Developmental Supervision Model, Gibb's Reflective Cycle, and research on teacher workload and professional growth, the paper argues that Agentic AI can support differentiated supervision, continuous reflection, and personalized professional development while reducing administrative pressures. However, its successful implementation depends on supportive leadership, organizational readiness, and educators’ willingness to engage with innovation. From a perspective paper, Agentic AI is positioned not as a replacement for educators, but as a tool that has the potential to enhance human expertise and strengthen educational sustainability. By integrating technological innovation with human-centered educational practices, Agentic AI offers a pathway toward more adaptive, inclusive, and future-oriented educational systems.
The findings suggest that the successful integration of autonomous AI agents depends not only on technological capabilities but also on institutional readiness, effective governance, ethical frameworks, and visionary educational leadership.
Bogdan Costache· International Journal of Edu...· 0 citations
Meta-Noetic Leadership is introduced as an emerging human-centred theory for educational leadership in the era of the Fifth Industrial Revolution and theoretical propositions and implications for responsible AI readiness, psychological safety, and systemic antifragility in schools are formulating.
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The article proposes the concept of the "augmented leader" and develops a four‐competency framework for AI‐integrated leadership: algorithmic literacy, strategic use of AI, ethical leadership and governance, and culture and adoption.
David López-López, P. Garcia, Miguel Saiz Garcia et al.· New Directions for Student L...· 0 citations
The findings suggest that AI primarily augments rather than replaces leadership development by enabling scalable, adaptive, and data-driven learning environments while preserving the importance of empathy, ethical judgment, and relational leadership.
AI's ability to change educational leadership and supervision has garnered attention due to its rapid expansion. Early research has examined AI applications in educational administration, leadership decision-making, and learning analytics, but research on its effects on educational supervision is fragmented. Authors wi...
Rachmat Satria· International Journal of Mul...· 0 citations
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