Inside the work
What this work actually involves
Written from inside the domains we hire in — what a week looks like, how submissions are judged, and where AI actually fails.
Inside the work
Why AI fails at legal reasoning
The failure is not a wrong answer. It is a fluent one — and that is precisely what makes qualified review necessary.
Law6 min read
Inside the work
What “good” looks like in expert review
How a submission is judged, with worked examples of a weak review and a strong one on the same answer.
How we work5 min read
Inside the work
The engineering problems that break AI
Where recall stops being enough, and engineering judgment starts — and why standards-bound work makes such good evaluation.
Engineering6 min read
Our position
Why we publish our rates
Every platform in this space makes you apply to find out what you would earn. We think that tells you something.
How we work4 min read
Getting started
From practice to evaluation
The transition professionals actually make when they start this work — and the assumption that stops most of them applying.
How we work5 min read
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