This work was created with the help of El Museo Goya Fundación Ibercaja as part of a residency with Etopia Center for Art & Technology in Zaragoza, Spain. A generative adversarial network is trained on Goya's etchings from Los Caprichos, Los Desastres de la Guerra, & Los Disparates. The outputs are used to then laser etch plates and create intaglio prints. In training a machine learning model on Goya’s etchings, I was interested in generating images that would still reflect an aesthetic essence from the originals. While the generated images are quite abstract, features such the use of chiaroscuro and the compositional structure still carry through.