 In 2019 molecules generated with a special type of variational autoencoders were validated experimentally all the way into mice.In 2019 a variational autoencoder framework was used to do population synthesis by approximating high-dimensional survey data.By sampling agents from the approximated distribution new synthetic 'fake' populations, with similar statistical properties as those of the original population, were generated.