I do like this definition of AI, but it is probably more a definition "self-awareness".
With deep learning we do automate a lot of tasks that only humans were able to do until then, so in my opinion many of those should be called intelligent. Usually, the definition of intelligence is "anything that machines cannot do" and therefore there never will be real AI. But saying a machine is intelligent because she does something unexpected out of boredom...
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