Metrics

How it works

LibertyLens is search before synthesis. It never answers from imagination. Every question first retrieves passages from a curated corpus of classical liberal texts. The model then synthesizes an answer using only those passages, and every citation is verified to appear verbatim in its source before the answer is shown. If the corpus cannot support an answer, the system says so rather than inventing one.

Browse what has been asked under Articles, and the texts behind the answers under Sources.