Picbreeder cannot produce arbitrarily complicated outputs, and working in more complex domains requires more complex tools.

“On the other hand, it's limited because you're not going to get Picbreeder to produce something that looks arbitrarily complicated. And if you want to move in these realms, then you have to have tools that are much more complex.”