Generative Artificial Intelligence (AI) are machine learning models that use different types of transformer or diffusion-based models to analyze knowledge bases and, based on a large corpus of data, can mimic its patterns to produce new content, such as text, images, and music. While generative AI has many applications, it also raises ongoing concerns around bias, authenticity, and ethics.