Yes, generative AI often uses deep learning techniques, such as deep neural networks. Deep learning models, like generative adversarial networks (GANs) and recurrent neural networks (RNNs), are commonly employed in generative AI tasks. These models can capture complex patterns and dependencies in the data, allowing for the generation of more sophisticated and realistic outputs.