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 (Mar. 2026), 383–389. DOI:https://doi.org/10.5281/zenodo.18909052.