Generative architectures are revolutionizing diverse industries, from producing stunning visual art to crafting compelling text. However, these powerful instruments can sometimes produce unexpected results, known as fabrications. When an AI system hallucinates, it generates erroneous or unintelligible output that deviates from the desired result.