3 min de lectura
A Retrospective Math Benchmark
Mathematician Daniel Litt ran 20 of his papers through Refine. Of the 278 comments it generated, 97.8% pointed to a real issue that coauthors, referees, and editors had missed.
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2 min de lectura
Refine partners with the American Economic Association and the Econometric Society
Two leading publishers in economics now use Refine's AI-assisted technical verification as part of their publication processes.
4 min de lectura
AI Makes Generating Analysis So Easy That Knowing What to Trust Is Now the Hard Part
AI made rigorous-looking analysis cheap to produce. A viral math claim, disproved within a day, shows why verification can't depend on the right expert happening to look at the right moment.
3 min de lectura
Your Document Doesn't Exist in a Vacuum. Now Your Refine Report Doesn't, Either.
With Context, attach referee reports, response letters, data outputs, and prior analyses to any Refine review — and have your document checked against everything it depends on, up to 100,000 words.
1 min de lectura
Refine has completed its SOC 2 Type 1 examination
Refine has completed its SOC 2® Type 1 examination and received its first SOC 2 report — an important step in our ongoing commitment to protecting researchers and their work.
15 min de lectura
A Structured Benchmark for AI Paper Review
Refine won 90.4% of 1,349 head-to-head matches against single-shot LLM reviewers and scaffolded review systems on 150 economics preprints.
13 min de lectura
How jemalloc cut our production memory by 47%
A FastAPI service sat pinned at its 1 GiB memory cap. The cause was glibc fragmentation under bursty async load; swapping the allocator to jemalloc cut average production RSS by 47%.