What is artificial intelligence (AI), and what is the difference between general AI and narrow AI?

There seems to be a lot of disagreement and confusion around artificial intelligence right now.

We’re seeing ongoing discussion around evaluating AI systems with the Turing Test, warnings that hyper-intelligent machines are going to slaughter us and equally frightening, if less dire, warnings that AI and robots are going to take all of our jobs.  

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