Evaluate
Compare model outputs, identify material failures, and explain why one analysis is stronger.
EXPERTS / REASONING
Put your judgment to work on what comes next.
Join experienced legal professionals contributing to paid projects that evaluate and improve advanced AI.
Attend a briefingFILM / 26 SECONDSA LAWTRADES INITIATIVE
See what judgment becomes.
The Legal Reasoning Network, in brief.
Illustrative workflow · no client data
01 / THE WORKPAID · PROJECT-SPECIFIC · REVIEWED
The work behind better reasoning.
You may build realistic tasks and source materials, create rubrics, review model reasoning, write corrections, or investigate failure patterns. Every project has its own scope.
Create
Develop source-grounded examples, realistic scenarios, rubrics, and reference analyses.
Challenge
Test models with incomplete facts, conflicting authority, ambiguity, and changing constraints.
Adjudicate
Review expert disagreement and distinguish acceptable variation from consequential error.
THE QUALIFICATION PATH
Expertise first.
Access by review.
Projects are paid. Rates, expected hours, duration, confidentiality requirements, and deliverables are presented before acceptance. A briefing or assessment does not guarantee placement.
- 01Briefing
- 02Profile
- 03Assessment
- 04Calibration
- 05Project match
- 06Review terms
02 / UPCOMING BRIEFINGSZOOM / EASTERN TIME
Explore paid work
improving legal AI.
A live introduction for attorneys, senior paralegals, and legal-operations professionals. Learn what the work involves, how assessments work, and how to get started.
Choose a briefing below. Project opportunities depend on qualifications and availability; registration does not guarantee work.
ZOOM SCHEDULE All times Eastern (New York)
Loading current Zoom dates…
03 / PRACTICAL DETAILS