The phenomenon of "AI hallucinations" – where large language models produce surprisingly coherent but entirely invented information – is becoming a significant area of investigation. These unexpected outputs aren't necessarily signs of a system “malfunction” per se; rather, they represent the inherent limitations of models trained on vast d