Can AI Systems Be Truly Creative? A Study on Generative Models and Artistic Expression

Artificial Intelligence no longer only belongs to logic - based tasks. It's painting portraits, writing symphonies, and even penning verse. But is AI really creative, or is it simply imitating human genius through data and patterns? This essay delves into the changing function of generative models, specifically GANs and large language models, in the world of artistic creation. We examine the boundary between human and machine creativity, investigate whether AI can originate novel ideas, and reflect on the implications for the future of art and authorship. Through theoretical analysis and survey insights, this study aims to unpack whether AI?s artistic outputs are truly innovative or just algorithmic illusions.