 In 2019 GAN-generated molecules were validated experimentally all the way into mice.The most direct inspiration for GANs was noise-contrastive estimation, which uses the same loss function as GANs and which Goodfellow studied during his PhD in 2010–2014.Other people had similar ideas but did not develop them similarly.