Case names in LOIS drafts that fail its anti hallucination check now appear as clickable highlights instead of a static warning. Clicking one opens a case law lookup listing the full citations of opinions that might match, so the user can confirm whether the reference points to the right case. Filevine says it is live on all US production environments.
Buyer relevance. A flag that leads straight to candidate opinions gets checked far more often than a warning that sends the lawyer elsewhere. For firms worried about sanctions over fabricated citations, the check now sits inside the drafting step.