John explores why the push towards specialisation in artificial intelligence is not just a passing trend but an essential, inevitable development. Drawing on biological, economic, and technical perspectives, this episode delves into how resource limitations, competitive markets, and lessons from machine learning drive the rise of specialised AI systems. John discusses the benefits—greater efficiency, cost savings, sovereignty—and the emerging privacy concerns fuelled by new legislation and increasing AI capabilities. With regulatory tensions mounting, we examine what it means for technologists, businesses, and society in an era defined by advancing AI and the fight for digital privacy.