Generative AI software may have limitations regarding accuracy, consistency, and creativity. These limitations are caused by generative AI relying on pre-existing data to generate new content, meaning it cannot create entirely new ideas or concepts. Generative AI can struggle with natural language processing, requiring significant training and fine-tuning to produce high-quality output.