This book explores how we may overcome categorizations and opposites in how we explain all existence. It places such ideas into the context of existing complexity paradigms. Research into complex systems has revolutionized virtually all areas of inquiry over the past half century. The algorithms of non-linear systems research have enabled us to unify descriptions of the world that were distinct under traditional, reductionist explorations. It is the beauty of complexity that it brings together various scientific fields that, in the past, were treated as separate entities under specialized study. They are now found to be governed by the same laws of non-linearity. However, this achievement comes at the price of abstraction and open-endedness. The book is motivated by the philosophical desire to eliminate categorizations and opposites in the sciences and arrive at a unified description of nature and society. To the reader, it offers innovative philosophical insights derived from complexity research.