[Question] GPT-3 + GAN

I am wondering if anyone tried to combine GPT-3 with GAN, basically trying to train network that would feed GPT-3 questions and then judge responses as correct/​incorrect, thus providing GPT-3 opportunity to improve.

Does my question even make sense or I am far off base?