The surge in generative AI technology has sparked significant investments in artificial intelligence, particularly in cloud-based AI services. As companies race to construct advanced data centers, a new trend in edge AI is emerging, enabling AI algorithms to run on personal devices for real-time responses and enhanced privacy.