Fact Grounded Attention: Eliminating Hallucination in Large Language Models Through Attention Level Knowledge Integration.

arXiv:2509.25252v3 Announce Type: replace Abstract: "The greatest enemy of knowledge is not ignorance, it is the illusion of knowledge." Large Language Models have conquered natural language but remain prisoners of their own probabilistic nature--confidently h