The phenomenon of "AI hallucinations" – where generative AI produce surprisingly coherent but entirely invented information – is becoming a pressing area of study. These unwanted outputs aren't necessarily signs of a system “malfunction” per se; rather, they represent the inherent limitations of models trained on vast datasets of unverified