Akinola S. O and Oladejo , S.A. 2026. The Ethics of Algorithmic Bias in Generative AI: How Large Language Models and Image Generators Perpetuate Societal Bias. Journal of Initiative and Transformation Studies. 4, 1 (Jun. 2026).