Edge AI

Edge AI deploys model computing on devices, vehicles, factory equipment or network nodes, reducing reliance on the cloud. Recent developments have expanded beyond NPUs, advanced manufacturing processes and packaging to memory, storage, power delivery and high-speed networking. Adoption is also accelerating in vehicle control, semiconductor equipment, AI PCs and drones, while Taiwanese companies continue to establish research and development centers and launch cross-industry platforms. Progress will affect semiconductor supply chains and end-product design, as well as real-time responsiveness, data privacy, energy consumption and deployment costs, making it important to monitor.