Spin audit of Creativity

There is a real output that can be used as sub agents by frontier models, but also because it can be a impressive lecture material if my teacher/prof use this kind of demonstration. This seems persistent and endemic, have they said anything about why it's been so bad and what they are going to need to get before such a thing wouldn't look like code vomit?