The current practical approaches are all kinda non-AI stuff that's been co-opted into "AI" by marketing/branding. Nobody looks at a Toyota factory robot and screams "AI!!!" But, every day day people look at image/speech recognition and do scream "AI!!!"
In the long run, the science fiction approach is of some concern, but the trick is how long is long run here. The enthusiastic novices think fully self-aware computer brains will control the world within 3 years, but those same people also are pretty much ignorant on current research (outside of popularizing articles). They can't really tell you about any details of practical progress that could result in a chain of events between the present day and their "computational apocalypse" science fiction future.
(and other things of concern like "friendly AI" are just so silly to be... silly. we can't even make "provably friendly" people, and you expect systems more powerful than people will fall under people control? good luck with that.)
take a deep breath. slow your irrational exuberance. stay in the present. work towards a better tomorrow. the future isn't going to make itself.