The quick answer to What is Artificial Intelligence depends on who you ask. A layman with a brief understanding of technology would connect it to robots We would say that Artificial Intelligence is a similar-figure terminator which can act and think on its own. An AI researcher would say that it is a group of algorithms which can produce results without having to be told to do so directly. And all would be OK. So just to summarize.
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