Overview

Refine.ink provides an AI-driven verification system that reviews research papers and technical documents to surface mathematical, empirical, logical, and consistency errors before publication. It works by running specialized checkers alongside frontier language models on uploaded papers, highlighting the exact sections where issues appear so authors and editors can fix them. Unlike general QA or proofreading tools, it is tailored to scholarly content and is used by academic researchers and publishers, including economics journals. Its goal is to reduce errors in academic publishing by ensuring claims and methods withstand scrutiny before readers see them.