The phenomenon of "AI hallucinations" – where generative AI produce remarkably convincing but entirely invented information – is becoming a critical area of study. These unwanted outputs aren't necessarily signs of a system “malfunction” specifically; rather, they represent the inherent limitations of models trained on huge datasets of unfi