Optimization-Driven and Generative-Assisted Adaptive Artificial Intelligence Systems: A Detailed Review of Methods, Architectures, and Governance. GJSA [Internet]. 2026 Jan. 17 [cited 2026 Feb. 15];15(1):1-4. Available from: https://www.ijpp.org/journal/index.php/GJSA/article/view/498