Quiming, G. (2026). Epistemic Resonance in the AI-Mediated Academy: Toward Educational Accountability and Transformative Learning. International Journal of Education, Research, and Innovation Perspectives, 2(3), 383-389. https://doi.org/10.5281/zenodo.18909052