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What field is most interested in the transformation that information undergoes as it enters a communication system, as it operates within the system, and as it leaves the system?

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The answer is Information Theory.

Information theory
is the field wherein they are most interested in the transformation that information undergoes as it enters a communication system.

It has a contribution to artificial intelligence and it also applies to the technical processes of encoding a signal for transmission as well as providing a statistical description of the message produced by the code
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