Law

Law environments train your model to review documents and produce legal work products. This example follows a contract through review to a marked-up draft.

In development

Example task

Contract review

Conceptual example

Receive the contract

A draft agreement arrives for review

Mark up the draft

Flag risky clauses and propose edits

Score the redline

Compare against expected issues

What the task measures.

Score the finished work product against the issues a reviewing lawyer expects to see. Record each document the model read and each edit it made.

A draft can read well while missing a clause that matters. Scoring the finished redline against expected issues tests whether the model caught what a lawyer would.

Work with Kimpton.

Engagements are custom. We agree on the task, inputs, outcomes, and rewards before we build the environment.