It's almost as if (bear with me ...) these "artificial intelligences" actually need "human intelligences" to guide them. Maybe we can think up a "system" where "experts" can codify rules for the "artificial intelligence" to follow.
Ok the sarcasm got too thick but my point is if the engineer has to spend the time to comb thousands of examples then you don't have AI you have a man in a box pretending to be a machine that plays chess.