“Fairness-Driven Model Auditing: Eliminating Socio-Algorithmic Bias in Large-Scale AI Deployments”. Journal of Responsible AI & Ethics Online ISSN: 3117-6402 | Print ISSN: 3117-6410, vol. 2, no. 04, Nov. 2025, pp. 26-36, https://galaxiauniverse.com/index.php/JRAIE/article/view/51.