FactReview: Verify Peer Review Claims by Execution

A system that automatically verifies the factual claims of a scientific paper by actually running the code and associated experiments.

FactReview offers an AI-assisted scientific proofreading method that not only analyzes the text of an article, but seeks to verify its empirical claims by effectively re-executing the code and protocols described.

The approach aims to limit a growing problem in the AI-assisted scientific literature: results that appear plausible but are not reproducible, by anchoring validation in the actual execution rather than just reading the text.