AI-generated images often appear shiny or glossy due to the prevalent use of training data that includes photorealistic and historical art styles, resulting in a semi-realistic aesthetic. Additionally, AI may be optimized for visually appealing, eye-catching outputs to attract attention. Limited public understanding of diverse art styles also contributes to the repetitive glossy appearance.