2 min read
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.
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Notes on research, products, and the work we do.
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4 min read
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 read
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 read
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 read
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 read
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%.