NARESH SRITHAREN 2025. The Evolution of Monte Carlo Simulation: From Traditional Methods to AI-Driven Financial Risk Modeling. Journal of Computer Science and Technology Studies. 7, 12 (Nov. 2025), 74–82. DOI:https://doi.org/10.32996/jcsts.2025.7.12.11x.