Edge AI refers to the deployment of AI algorithms directly onto devices closer to where data is generated, often termed "the edge," such as smartphones, IoT devices, or robots. This decentralization of data processing ensures quicker real-time interactions and minimizes the need to constantly transmit data back and forth to central servers. For instance, virtual assistants like Amazon Alexa process wake words through on-device Edge AI before sending further data to the cloud.