Recently, Daniel Bosch, Jun Wang and Lluís Blancafort reported in Chemical Science on “Fingerprint-based deep neural networks can model thermodynamic and optical properties of eumelanin DHI dimers”. Eumelanin is the biopolymer responsible for photoprotection in living beings and holds great promise as a smart biomaterial, but its detailed structure has not been characterized experimentally. Theoretical models