Irish Council for Civil Liberties

The Irish Council for Civil Liberties has developed a tool called Verity to help minimize false claims and fake sources from self-hosted large language models. Verity is a set of seven layers designed to review model output, including strict rules for fact sourcing and multiple critic models. The goal is to provide a verification process for factual answers from large language models.