AI is perfectly capable of mastering something by itself. Whether it's chess, or playing an instrument.
AI just has no inherent notion of what is "good art", because that is a human concept that has no set in stone meaning. The reason AI is trained against our tastes is so that it can produce content that appeals to us.
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