Vishnoi, N. et al. 2026. AI-Driven ADAS in Software-Defined Vehicles: Architectures, Safety Assurance, and Lifecycle Challenges. International Journal of Emerging Research in Engineering and Technology. (Feb. 2026), 98–111. DOI:https://doi.org/10.63282/3050-922X.ICAILLMBA-116.