The phenomenon of "AI hallucinations" – where large language models produce remarkably convincing but entirely fabricated information – is becoming a critical area of investigation. These unexpected outputs aren't necessarily signs of a system “malfunction” specifically; rather, they represent the inherent limitations of models trained on h