The key technologies behind generative AI include deep learning architectures like Generative Adversarial Networks (GANs), Variational Autoencoders (VAEs), and recurrent neural networks (RNNs). These algorithms enable Generative AI to understand patterns, styles, and structures within data and generate new content based on this understanding.