Picbreeder uses small, sparse networks with relatively few parameters to optimize, and most of those parameters are meaningful.

“In the case of Picbreeder, we have a system that is inherently limited because these networks are very small, right? They're very sparse. And so you have relatively few parameters that you need to optimize, and you set up the model in such a way that most of the parameters that you're playing with are meaningful.”