The meaning of most artificial intelligence is to surpass human intelligence. Mostly its said, that an artificial intelligence can do something if it can do it on superhumal level, like playing go or chess. The take over of humanity is an non trivial risk. People like Elon Musk try to eliminate it by making the development in this field open source.