2026. Responsible AI governance frameworks: bias mitigation, fairness, and compliance in production AI deployments. Journal of Science Technology and Social Transformation. 2, 03 (Jul. 2026), 26–35. DOI:https://doi.org/10.64235/6t4qmg08.