The phenomenon of "AI hallucinations" – where AI systems produce remarkably convincing but entirely invented information – is becoming a pressing area of research. These unexpected outputs aren't necessarily signs of a system “malfunction” per se; rather, they represent the inherent limitations of models trained on vast datasets of unverifi