Imaginative Generative AI: Crossing the Entropy Wall into Worlds Beyond Imitation

Farzan Farnia, Hossein Goli, Amin Gohari

Generative AI models are primarily designed to imitate the data distribution, an objective that neither corrects diversity lost by a learned generator nor defines how generation sh…