LLM Fact Checking

TL;DR: I don’t trust models to understand even basic semantic claims well enough to check whether they are consistent across sources. Among the many issues faced in the rapid rise of large language models, one is the issue of truth and trust. LLMs sometimes “hallucinate” the existence of reference material that does not exist. At the same time, trust in “experts” has eroded, with claims of…