Role of Generative AI, Machine Learning in Telecom Networks Evolving

Despite the growing use of generative AI (GenAI) and machine learning (ML) in managing networks, there's plenty of “hype" and "uncertainty” about their roles, Senza Fili’s Monica Paolini said in a Wednesday blog post. While GenAI, AI and ML could “change the way we build, run, and optimize networks, a solid data strategy, good visibility in the network, and in-house expertise are traditional capabilities that are still essential and provide the necessary foundation even for disruptive network transformation,” Paolini wrote. The technologies will positively drive automation and optimizing networks, she said: “They will also introduce profound changes in the culture, work environment, and workforce training -- which may require time and effort to adapt to.”