2026. Fairness-Driven Model Auditing: Eliminating Socio-Algorithmic Bias in Large-Scale AI Deployments. Journal of responsible AI & ethics. 2, 04 (Apr. 2026), 26–36. DOI:https://doi.org/10.63665/f6xmzq17.