Pier Luigi Gentili received his Ph.D. in Chemistry from the University of Perugia in 2004. His research and teaching activities are focused on Complex Systems. He is author of the book titled “Untangling Complex Systems: A Grand Challenge for Science” published by CRC Press in 2018. Being aware that inanimate matter is driven by force-fields, whereas the interactions between biological systems are also information-based, Gentili is lead by some questions like the following ones: “When does a chemical system become intelligent?” Is it possible to develop a Chemical Artificial Intelligence?” For the development of the Chemical Artificial Intelligence, Pier Luigi Gentili relies upon the theory and tools of Natural Computing. In particular, he is tracing a new path in the field of Neuromorphic Engineering by using non-linear chemical systems and by encoding information mainly through UV-visible signals. He is proposing methods to process Fuzzy logic by molecular, supramolecular, and systems chemistry.