Generative AI development focuses on creating algorithms and models capable of generating new content, such as text, images, and music, based on existing data. It leverages deep learning techniques, particularly neural networks like GANs and transformers, to produce creative outputs with applications in various industries, including entertainment, healthcare, and marketing.