Build log, June 3, 2026
Build log: detecting when a model is confidently wrong about a date
Priya RaghunathanDirector of Research5 min read
The problem
We keep coming back to detecting when a model is confidently wrong about a date, because the cost of a miss here compounds across a portfolio.
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.
researchevaluation
Working notes from the Lawrs team. General information about legal technology and practice, not legal advice.