This paper explores the integration of large Artificial Intelligence (AI) models into future wireless communication systems, addressing the increasing complexity and demands of next-generation networks. It proposes an architecture for these models, highlights their benefits in data analysis, resource allocation, and real-time adaptation, and discusses significant challenges alongside potential solutions.