Generative AI applications will improve customer experiences across multiple industries. Despite various telecom standard bodies discussing AI/ML, there is no focused study on Generative AI in telecommunications. Generative AI has the potential to reinvent the telecom industry, enabling customers to use telecom services more easily and efficiently. Concurrently, it enables service providers to offer more secure, reliable, and personalized services. Launched in October 2023, this group will work to survey generative AI/ML use cases across the network. Use cases may include semantics, context awareness, personalized services, etc. Findings from this work will result in a report that will assess and prioritize key use cases for network applications, address a critical gap in the industry, and provide recommendations for advancing future AI implementation across networks.