The authors show that the discriminator in GANs increases a lower bound related to the cost of transporting from the target to the generator distribution. The approach is interesting and quite original. The quality of the writing is below average. The authors are strongly encouraged to carefully edit the paper (and perhaps seek help from someone with more experience writing technical English) before submitting the final version.