Optimization-Driven and Generative-Assisted Adaptive Artificial Intelligence Systems: A Detailed Review of Methods, Architectures, and Governance. GJSA. 2026;15(1):1-4. Accessed February 15, 2026. https://www.ijpp.org/journal/index.php/GJSA/article/view/498