Introduction

The chapter discusses the importance of AI at the edge, focusing on how it enhances operational efficiencies, unlocks new use cases, drives productivity, enables business model innovations, and creates revenue streams. Qualcomm's vision of intelligent computing everywhere is explored, emphasizing AI's role in edge devices such as smartphones, PCs, gateways, and infrastructure components.