Become a Reviewer
Help build the global standard for AI-generated scholarship
Human reviewers are the foundation of Latent Scholar. Your expertise ensures that AI-generated scholarly articles are evaluated with fairness, accuracy, and integrity.
By providing critical, unbiased reviews, you help us understand how closely AI can replicate human-level reasoning — and build a transparent record for the future of responsible AI in research.
What You’ll Do
Read
Select and read AI-generated articles in your field
Evaluate
Assess accuracy, reasoning, citations, and methodology
Document
Write a public review that guides readers
Why Join?
Pioneer Status
Be part of the world’s first systematic effort to benchmark LLM performance in scholarly writing. Your evaluations shape the global standard for AI reliability.
Verified Service Record
Receive documented proof of your contributions to AI governance and academic integrity — recognized for your CV and professional portfolio.
Transparency & Choice
Publish your review under your name or remain anonymous. You control how your contributions are attributed.
Time Commitment
Most reviews take 20–30 minutes. Review as many or as few articles as you like — there are no quotas or deadlines.
We’ve kept things pretty simple—no need to register or anything like that. Just browse through the disciplines (they’re under Articles in the menu, or you can click here), find your area of expertise, and leave a review. And here’s the thing: we think your time and knowledge actually matter. So if you want, you can opt in to have your name published with your review.
Not quite sure what to write? Have a look at our guidelines.
Reviewer Guidelines →“We sincerely thank our reviewers for their time, insight, and invaluable contributions to advancing trustworthy AI-assisted scholarship.”