Mission & Vision
For the first time, AI is attempting to generate scholarship — not just summarize it. These are the principles that guide how we measure what that means.
The Permanent Record
To build the only systematic, expert-validated public record of AI scholarly capability. We subject AI-generated research to structured human review across every discipline — creating a permanent corpus that documents what AI produces when asked to do real scholarship, and what domain experts find when they evaluate it.
The Definitive Benchmark
To become the definitive public benchmark for AI in scholarship. A future where every claim about AI’s capability in research can be tested against a real, accumulating evidence base — built on expert judgment, documented with full provenance, and open to the entire research community.
Core Principles
How we translate our mission into practice.
Symbiosis, Not Replacement
AI is a tool for thought, not a substitute for the thinker. Our platform places human experts as the sole authority on whether AI-generated scholarship meets the standard — because only they can tell the difference.
Radical Transparency
In science, method is as important as the result. For every article, we disclose the model, version, parameters, and prompt structure — creating a full provenance chain from research question to expert verdict.
The Permanent Record
Every review, every finding, every expert evaluation becomes a permanent part of the public record. The better AI gets, the more historically significant the early record becomes. This corpus appreciates with time — it does not expire.
Help Build the Permanent Record of AI in Scholarship
Suggest a research topic, evaluate an AI paper in your discipline, or explore what reviewers have found so far.