Genetic Algorithms are pretty creative. I think a bigger problem is that we have no general way to turn “what we want” into a mathematically formalised goal that an AI can work towards — we can only manage specific cases like “how many components does this signal generator circuit use” or “make a new face based on these examples of faces”.