At the Mobile World Congress (MWC), a groundbreaking alliance, the AI-RAN Alliance, was announced, poised to reshape the landscape of mobile networks and telecommunications. This strategic coalition brings together major players in the tech industry, including Amazon, Microsoft, NVIDIA, and Samsung, alongside leading telecom companies such as Ericsson, Nokia, SoftBank, and T-Mobile. The primary objective