Yes, Generative AI is capable of generating realistic images and content. Techniques such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) have been developed to generate highly realistic images that resemble real-world objects, landscapes, or even human faces. These models learn from large datasets and can generate novel images that possess intricate details, textures, and visual coherence. Similarly, Generative AI can also generate realistic content in other forms such as text, music, or video, providing a wide range of creative possibilities.