Refine

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Refine

@RefineInk

AI feedback for research. Refine devotes hours of compute to help you find and fix issues that matter to readers and reviewers. Try it at https://t.co/5I1Ggidlzo

Katılım Ekim 2025
340 Takip Edilen2.2K Takipçiler
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Refine
Refine@RefineInk·
Refine is a diligence tool for science and any other area that demands the same high standards. You process a document. Refine studies it and flags anything that threatens correctness, consistency, or clarity. A Refine report saves hours or days of expert work. 1/
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Ben Golub
Ben Golub@ben_golub·
Great piece by @SoumayaKeynes on AI in economics in today’s FT (link at end) mentioning @RefineInk. Indeed, @RefineInk regularly catches issues that need correcting but are missed by even the most rigorous current review processes. a short 🧵 1/
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Refine
Refine@RefineInk·
@ivankorolev89 Did it give many detailed comments? Or was the paper pretty clean and the main feedback was the overall comments?
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Ivan Korolev
Ivan Korolev@ivankorolev89·
I've tried using @RefineInk, and I have to say, I'm not that impressed. For the paper we did (twice!), it kept flagging issues that are addressed head on in the paper, like defining "treatment" or doing something for which there are no available econometric methods.
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Chris Blattman
Chris Blattman@cblatts·
I think refereeing papers is increasingly going to require enough knowledge and judgment to tell when an author has actually read the literature they are citing. I’d say half of my reject recommendations lately have come from the fact that the authors evidently don’t understand the context.
Gaurav Sahu@dem_fier

ever been here? open overleaf → write a paragraph → "hmm...this needs a citation" → open 15 different tabs → skim 8 abstracts → find the 1 actually relevant paper → format bibtex → paste it back on overleaf if so, i built a plugin just for you. meet openleaf: → reads your paper paragraph by paragraph → searches major academic databases → filters out irrelevant papers using ai → one click to add BibTeX to your .bib you'll also find the 🤝 friendly and 🔥 fire reviewers there. i don't think i need to tell you what they do :) free. open source. no account. no data collection. works with ollama, openrouter, openai api and more. github.com/demfier/openle… dear algorithm, please show this to my fellow researchers in need 🙏 #overleaf #latex #opensource #academictwitter

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Ivan Werning
Ivan Werning@IvanWerning·
The real AI slop isn't written by AI. It's written about it. Please stop.
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Refine
Refine@RefineInk·
It's feedback like this that keeps us going Thanks @financeUTM
Andreas Park@financeUTM

It's time for a big shoutout to @RefineInk. I've now used it for finalizing two papers, and it is phenomenal! For one paper, it caught a mathematical inconsistency that badly needed fixing, and it also forced us to think much harder about the narrative. Most certainly, it gave comments that many, many reviewers would make, and so I am very hoping that it saves us one round of reviews! Maybe the highest praise I can give: I got just as annoyed with refine's reviews as I would for any rejection reviews :-) So it totally works. Awesome job, @ben_golub, what a service to the research community!

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Ben Golub
Ben Golub@ben_golub·
Thanks so much for this feedback on Refine @financeUTM "Maybe the highest praise I can give: I got just as annoyed with refine's reviews as I would for any rejection reviews :-) So it totally works."
Andreas Park@financeUTM

It's time for a big shoutout to @RefineInk. I've now used it for finalizing two papers, and it is phenomenal! For one paper, it caught a mathematical inconsistency that badly needed fixing, and it also forced us to think much harder about the narrative. Most certainly, it gave comments that many, many reviewers would make, and so I am very hoping that it saves us one round of reviews! Maybe the highest praise I can give: I got just as annoyed with refine's reviews as I would for any rejection reviews :-) So it totally works. Awesome job, @ben_golub, what a service to the research community!

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Andreas Park
Andreas Park@financeUTM·
It's time for a big shoutout to @RefineInk. I've now used it for finalizing two papers, and it is phenomenal! For one paper, it caught a mathematical inconsistency that badly needed fixing, and it also forced us to think much harder about the narrative. Most certainly, it gave comments that many, many reviewers would make, and so I am very hoping that it saves us one round of reviews! Maybe the highest praise I can give: I got just as annoyed with refine's reviews as I would for any rejection reviews :-) So it totally works. Awesome job, @ben_golub, what a service to the research community!
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Refine
Refine@RefineInk·
@mattkahn1966 unfortunately for your commitment device, we often find it's useful to put successive versions of the same paper through Refine...
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Matthew E. Kahn
Matthew E. Kahn@mattkahn1966·
@RefineInk I have now purchased 3 additional reviews. This is a commitment device for me to write 3 more papers before I retire!
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Matthew E. Kahn
Matthew E. Kahn@mattkahn1966·
Dora and I are writing a book review of John Cassidy's "Capitalism and its Critics". I just fed our current draft to refine.ink/app and I'm waiting for the verdict.
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Besci
Besci@Besciai·
Watching @pangramlabs and @RefineInk save my TL from AI slop and bad research
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Keşfet

@SoumayaKeynes @ivankorolev89 @antoniomele101 @GautiEggertsson @IvanWerning @CMontesGaldon @instrumenthull @financeUTM