In 2025, smart courtyard lamp posts are undergoing a transformation from basic illumination to multifunctional, eco-friendly, and user-centric devices. These posts now integrate advanced multimodal interaction systems, supporting voice control, gesture recognition, and environment-adaptive responses. AIoT technology enables