Kumar, M. and Kumar, J. 2025. Enhancing AI Decision-Making: Sensitivity Analysis, Hyperparameter Optimization, Multi-Agent Collaboration, and AI-Human Comparisons. Journal of Recent Innovations in Computer Science and Technology. 2, 3 (Jul. 2025), 12–22. DOI:https://doi.org/10.70454/JRICST.2025.20302.