Cybernetics: Or Control and Communication in the Animal and the Machine

The book that named the field. Feedback, homeostasis, circular causality, and the claim that purpose can be described without mysticism.

It gave Bateson's generation a mathematics for relationship, which is what let "the map is not the territory" become an engineering problem rather than a slogan.