A1. AI-driven network management surpasses traditional methods through real-time data analysis, predictive insights, and automated adjustments. It optimizes network performance, identifies anomalies before they escalate, and enhances efficiency, ensuring proactive and adaptive management that empowers seamless operations in today's dynamic technological landscape.