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Behavior by a machine that if performed by a human being would be called intelligent behavior is known as:

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It is known as "Artificial Intelligence".

The study of artificial intelligence or as sometimes known as Machine Intelligence (MI) in the scientific field is called he study of "intelligent agents": any gadget or device which can or does enhance its work ability by analyzing the factors and environment and accordingly improving the performance.

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