One of the best AIs of recent times is AlphaGo which works well with strange Go moves and invents moves humans haven't thought of. Of course it's a few more steps to deal with the real world rather than Go or Atari games.
So while impressive, it's an example again of specialized AI. Real life is not at all like this, nor is what Google achieved clear that it can be a roadmap to anything like General AI.