As the demand for intelligent devices continues to climb, edge AI is emerging as a revolutionary force. By bringing computationpower closer to the user, edge AI enables devices to process data in real time, leading to faster decisions and improved performance. This movement empowers a new generation of smartdevices capable of learningevolving and i