Before revision:  I describe new dimensions that are becoming important in assessing models , and discuss the connection between GAN evaluation and deepfakes  .
After revision:  I describe new dimensions that are becoming important in assessing models , and discuss the connection between GAN evaluation and deepfakes . These are important areas of concern in the machine learning community today and progress in GAN evaluation can help mitigate them .