Martin Reynolds1, Dr. Alexander. “Edge-Intelligent Networked Systems: Integrating Efficient Large Language Models, RISC-V Acceleration, and Software-Defined Architectures for Next-Generation IoT”. International Journal of IoT, vol. 6, no. 01, Feb. 2026, pp. 05-10, https://www.academicpublishers.org/journals/index.php/ijiot/article/view/10951.