The Evolution from LSDM to XLSDM in AI Research

This chapter explores the historical evolution of AI research, emphasizing the development of the LSDM architecture and its progression to XLSDM. It addresses the challenges in early neural networks and the resurgence of deep learning, while highlighting XLSDM's innovations as it competes with transformer models in large language modeling.