Edge computing is a paradigm that runs AI inference on local devices—phones, cameras, sensors, and industrial controllers—rather than relying on centralized cloud servers. Processing data at the source reduces latency, lowers bandwidth costs, and preserves user privacy by keeping sensitive information on-device. Edge AI is critical for real-time applications in autonomous vehicles, industrial IoT, and smart consumer devices.