The phenomenon of "AI hallucinations" – where AI systems produce remarkably convincing but entirely false information – is becoming a critical area of study. These unintended outputs aren't necessarily signs of a system “malfunction” exactly; rather, they represent the inherent limitations of models trained on immense datasets of unfiltered