Trust Ledger

No Fibs — what this is

Every entry here was produced by the query-omni anti-fib pipeline (classify → internal lab data → two linguistic filters → web search → synthesis) and then persisted. The ledger is public and read-only — it's the platform showing its work. It grows with every verified query, which is the moat: a corpus of checked claims and their provenance that can't be reconstructed from scratch. Verdicts are honest signals, not proof — treat them as leads and confirm high-stakes claims against primary sources.

Grade any claim against the labs →