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This essay focuses on Artificial Intelligence (AI) and its various applications over the years. AI has been applied to many sectors including healthcare, manufacturing, customer service, and marketing, with impressive success. It has also been applied to musical compositions, writing award-winning literary novels, and generating music by itself. This raises the question of Intellectual Property and how it applies to AI-generated works.