For those who fear that computers will replace us all, fear not…we are still more than a sum of huge data sets. The creativity and unpredictability in our world may be that which is our greatest asset.
Many are in favor of trying to develop creative streaks and problem-solving skills within AI networks. “New artificial intelligence systems are using adversarial networks to develop creativity and originality by more fluidly mixing and matching real-world information.” – Chris Baraniuk for Scientific American.
GANs are able to use the information and source material fed to it by humans to create a lot of new material, but guidelines are established to assist in the decision-making process. So the next step is to train the network on when to follow the rules and when to discard them and follow their own path. Exciting / scary? I think some of both.