Tag: impossibility

On the Fundamental Impossibility of Hallucination Control in Large Language Models arXiv:2506.06382v1 Announce Type: new Abstract: This paper explains textbf{why it is impossible to create large language models that do not hallucinate and what are the trade-offs we should be looking for}. It presents a formal textbf{impossibility theorem} demonstrating that no inference mechanism can simultaneously…