When I first read John Holland's book on Emergence it opened my eyes to an exciting new field.

http://www.amazon.com/dp/0738201421

I'm not sure if we can solve AI in an 8 bit cellular automata, but the general concept of intelligence emerging versus being designed certainly rings true with human evolution.