The chapter proposes a new approach in drug discovery that focuses on the evolution of molecules as a proxy for the evolution of proteins, providing constraints for the process. It also discusses the minimal constraints on a graph representing chemistry and explores the concept of probability and reaction constraints in the creation of an object.