A nice trick I've found is following up with "make it simpler". Often you can do 2-3 rounds of that and end up with something much easier to comprehend but still meeting the requirements.

I have a Rails background, so maybe KISS is more engrained in my philosophy than whatever training material was used on AI. At least it isn't heavily pushing design patterns...