AI Hallucinations

AI hallucinations occur when generative AI produces plausible-looking but unfounded claims, citations or images. Recent cases range from search systems mistaking fictional SCP stories for fact and cybersecurity reports containing fabricated citations to HalluSquatting attacks that exploit package names invented by models to distribute malware. Legal technology providers are using RAG, rigorous verification and real-time detection tools to mitigate the risk. As AI moves into search, research, healthcare and corporate decision-making, hallucinations threaten not only information quality but also cybersecurity, legal exposure and trust, making the real-world effectiveness of model improvements and governance measures an important area to watch.