Vehicular Ad Hoc Networks (VANETs) play a crucial role in enabling intelligent transportation systems by facilitating real-time communication between vehicles and infrastructure; however, traditional VANET models face challenges such as high mobility, dynamic topology changes, network congestion, and increased latency, which reduce communication efficiency and reliability. To address these limitations, this paper proposes BEACON-V, a Behavior-Enhanced Artificial Intelligence-based communication