Shahid Mahmood, and Anum Liaquat. 2026. “A CRITICAL EXAMINATION OF BIAS, FAIRNESS, AND ACCOUNTABILITY IN CONTEMPORARY ARTIFICIAL INTELLIGENCE SYSTEMS”. Spectrum of Engineering Sciences 4 (6):3193-3202. https://thesesjournal.com/index.php/1/article/view/3397.