I have always loved the idea of AI and evolutionary algorithms. Unfortunately, as we all know, the field hasn\'t developed nearly as fast as expected in the early days.
Slightly outside of the traditional AI realm, are HTMs (Hierachical Temporal Memory) as developed at Numenta. This technology is still in its early stages but shows promises in the targeted "WOW factor" areas.