Apeksha Telecom-The Telecom Gurukul

  Artificial intelligence is no longer a future concept in radio networks. It is now one of the most important forces reshaping how 5G RAN is designed, optimized, and operated. 3GPP Release 18 formally studied AI/ML for beam management, CSI feedback, and positioning, showing that AI has moved from research buzzword to standardization focus. At the same time, the industry faces a hard reality. 5G systems can be more energy-efficient per bit than earlier generations, yet overall network energy use can still rise because of denser cell deployments, wider bandwidths, and more antennas. ITU and industry energy-modelling initiatives both emphasize that smarter, AI-assisted control is essential if operators want better performance without runaway power costs. That is exactly why telecom professionals must upskill now. In 2026, engineers who understand AI for 5G RAN are no longer just network implementers. They are becoming the architects of intelligent, adaptive, and highly efficient wir...