Fundamental Intelligence Volume I, paints a cross-disciplinary big picture of the foundations and fundamentals of AI, machine learning and cognitive science for a public audience. Takes you from history all the way to the dynamics of the cutting edge. Gives you massive depth and insight that is lacking from other texts on the subject. It uniquely puts it all together, and explains that the word intelligence has only been used symbolically. Thus, the title of this volume is AI as a Label! It argues how the existing foundations are not satisfying if we are serious about intelligence and proposes a fundamental rethinking of natural and artificial intelligence.