is Ian they're kind of obviously a man so what you'd like to do is make a machine learning model that can still take in a lot of different attributes and make a really accurate informed prediction but be confident that it isn't reverse engineering gender or another sensitive variable internally you can do that using something very similar to the domain adversarial approach where you have one player that's a feature extractor and another player that's a feature analyzer and you want to make sure that the feature