Built so the record can be trusted
Every entry follows the same disciplined path — what matters is what gets documented, logged, and published at each step.
AI can produce a scholarly paper in minutes.
Whether it holds up is the question of the decade.
No benchmark can settle it — only an expert who reads the work and can tell the difference. So we're answering it in public, and keeping every receipt: each paper AI-written, each verdict signed by a human, nothing edited away.
What happens when AI tries real scholarship
Expert reviewers are building the only systematic record of AI scholarly capability. Here is what they are finding.
Citation accuracy varies widely
AI produces impressively structured references, but verification reveals fabricated sources alongside legitimate ones.
Structure consistently strong
Abstracts, methodology sections, and logical flow rate well across models — the scaffolding of scholarship is convincing.
Reproducibility remains unverified
Methods and calculations look plausible on paper. Whether they survive implementation is still an open question.
It takes someone who can tell the difference
A model can imitate the shape of a paper flawlessly. Spotting where it quietly breaks — a fabricated citation, a method that won't reproduce, an argument that doesn't hold — takes a human who has done the real work in that field.
That judgment is the record. Every review you write becomes a permanent, citable line in the only systematic account of what AI can — and can't — do in scholarship. Whatever the answer turns out to be, there's a place in it for you.
Read our mission & vision →Review AI-generated papers in your discipline. Your structured evaluation becomes a permanent, citable contribution to the only systematic record of AI scholarly capability.
Assign students to review AI papers as a course exercise — they gain peer review experience while contributing to real research infrastructure.
Suggest a research idea in any discipline. Our system translates your concept into a structured prompt that generates a full manuscript for expert evaluation.