“…Medicinal chemistry becomes an increasingly retrospective activity as public databases such as PubChem and ChEMBL list increasing numbers of known drug-like molecules and their biological activity, from which new analogues can be derived. Nevertheless, introducing chemical novelty in new drugs is important because it can help to address new target types and overcome the limitations of classical molecular series in terms of physicochemical properties, selectivity, toxicity, and metabolism, as well as to secure intellectual property and the possibility of commercial development. − Currently, innovation focuses on exploiting very large libraries of screening compounds obtained by combining known building blocks using known chemistry. , These libraries contain billions of molecules, as in ZINC or the Enamine REAL database, , up to hundreds of billions of molecules in DNA encoded libraries, − or even much larger numbers of peptides and cyclic peptides in phage or ribosome display libraries. , Such molecules often break Lipinski’s rule of five but can nevertheless be developed as drugs. , …”