Vishnoi N, Kumar Indrakanti RK, K V S R P V. AI-Driven ADAS in Software-Defined Vehicles: Architectures, Safety Assurance, and Lifecycle Challenges. IJERET. Published online February 12, 2026:98-111. doi:10.63282/3050-922X.ICAILLMBA-116