Refine is an AI feedback service from Refine Technologies, Inc. for academic and technical authors, and it concentrates on the substance of a draft, meaning its logic, arguments and internal references. Users upload a draft in formats including PDF, Word, LaTeX and Markdown, up to 70,000 words or 50MB, and results usually arrive in 20 to 40 minutes. The company describes Refine as a harness over several frontier models that runs hundreds of independent checks, which cross-examine each other.
Benefits & outcomes
- Refine reports that its reviews won 197 of 215 head-to-head comparisons across 108 papers against two frontier-model baselines named on its FAQ.
Notes & quotes
- Refine says it is especially good for manuscripts with mathematical or logical reasoning.
Publisher / company: Refine Technologies
Date of case study: Not stated
Status: Live
Built by: Company
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