Long read, February 8, 2026
why citation is the product, not a feature
Marek WojciechowskiStaff Engineer, Retrieval5 min read
The problem
This one comes up in almost every matter review, and the answer is less settled than the confidence around it suggests.
What we do about it
In the current build this runs as part of the standard pass, so it applies to every document in the set rather than only the ones someone thought to check.
Where it breaks
Scanned originals with poor image quality remain the weakest input. So do agreements that were assembled from three precedents and never reconciled, which is common in long-lived supplier relationships.
litigationpractice
Working notes from the Lawrs team. General information about legal technology and practice, not legal advice.