free to talk with your neighbors or just take a break for a minute so that you don't need to remain attentive for too many consecutive minutes I'm also happy to take questions from the mic during this time if anyone's interested yeah over there yeah my question is what prevents the generator from always generating the same image you see what I mean it could just lazily learn to always generate one single realistic image and be fine with this yeah that's a good question and it's an important part of ongoing research in generative adversarial