The decision to quit a senior position to look for a better one is unconventional. For years executives and headhunters have adhered to the rule that the most attractive CEO candidates are the ones who must be poached.
This latent space helps eliminating adversarial optimization, which makes this system much easier to train, and the main selling point is that it still retains the attractive properties of generative adversarial networks.