Edge computing refers to processing data closer to the source of data generation rather than relying solely on cloud or centralized data centers. In AI, edge computing enables devices such as IoT sensors, smartphones, and autonomous vehicles to process data in real-time, reducing latency and bandwidth use. It's essential for applications that require immediate responses, like real-time analytics and autonomous systems.