Review our
open roles
We offer projects across a range of skill sets—see which are currently available.
Content Editor
Review AI-generated content for accuracy, coherence, and style consistency across subject areas.
Investment Analyst
Evaluate market models, risk assessments, and quantitative analysis outputs.
Applied Mathematician
Verify proofs, solve advanced problems, and assess formal correctness of AI reasoning.
Corporate Attorney
Assess case law references, regulatory frameworks, and contractual language accuracy.
Software Engineer
Review complex algorithms, debug code, and optimize software architecture.
Content Editor
Review AI-generated content for accuracy, coherence, and style consistency across subject areas.
Investment Analyst
Evaluate market models, risk assessments, and quantitative analysis outputs.
Applied Mathematician
Verify proofs, solve advanced problems, and assess formal correctness of AI reasoning.
Corporate Attorney
Assess case law references, regulatory frameworks, and contractual language accuracy.
Software Engineer
Review complex algorithms, debug code, and optimize software architecture.
Content Editor
Review AI-generated content for accuracy, coherence, and style consistency across subject areas.
Investment Analyst
Evaluate market models, risk assessments, and quantitative analysis outputs.
Applied Mathematician
Verify proofs, solve advanced problems, and assess formal correctness of AI reasoning.
Corporate Attorney
Assess case law references, regulatory frameworks, and contractual language accuracy.
Software Engineer
Review complex algorithms, debug code, and optimize software architecture.
What you'll actually
be doing
No AI experience is required. All you need is deep knowledge in your field and sharp analytical judgement.
You teach. AI learns.
You're not coding algorithms or training neural networks. You're reading an AI's attempt at a complex problem — a legal brief, a chemistry proof, a financial model — and telling it exactly where and why it went wrong.
Your domain expertise IS the training data. Every correction, every rewrite, every quality judgment you make teaches the next generation of AI to reason more like an expert.
The work is engaging.
We create projects that align with your expertise, so the projects already align with your areas of interest.
That's what makes it interesting, and what makes your contribution irreplaceable. AI can generate plausible text. Only a domain expert can tell when it's subtly, dangerously wrong.
Our interview
process
Not everyone gets in—that's the point. We pay a premium for contributors committed to high-quality work.
Apply
Complete an assessment aligned with your area of expertise.
Start working
Access projects aligned with your skills and knowledge.
Get paid
Payment is issued after each completed project and can be withdrawn directly from your account.
AI Training
Domains
We look for experts across nearly every academic and professional field.