Nihed Bendahman

1. Introduction Generative artificial intelligence models have fundamentally transformed the way we create, access, and use information. However, their widespread adoption comes with a major challenge: hallucinations, the generation of content that appears credible and fluent but is factually incorrect or entirely fabricated. Today, hallucinations represent one of the most significant obstacles to the reliability