As the need for intelligent devices continues to soar, edge AI is emerging as a game-changer. By bringing computationintelligence closer to the user, edge AI enables devices to interpret data in real time, leading to quicker actions and improved performance. This trend empowers a new generation of smartdevices capable of learningevolving and intera