Refine

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Refine

@RefineDotInk

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
345 Takip Edilen2.6K Takipçiler
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Refine
Refine@RefineDotInk·
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·
Check it out! @RefineDotInk also finds the sign error! If one is looking to write straightforward but occasionally very valuable papers-- You can just run seminal work through Refine and sometimes find substantive problems.
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Richard Behiel@RBehiel

While walking through the legendary 1973 black hole paper by Bardeen, Carter, and Hawking, I spent days convinced I had a sign error in my derivation, which is a very common occurrence for me. Minus signs and factors of two are the bane of my existence. But, this sign error was persistent. No matter how I looked at it, the math just didn’t work out. Checked it over and over. My physicist friend Nirmalya Kajuri also @Kaju_Nut independently verified my reasoning. Turns out the sign error is in the paper itself. Actually, there are two subtle errors which cancel each other out, leaving all the physics intact. That’s why it went unnoticed for fifty years. The moral of the story is that we all make sign errors sometimes, even the greats! But it’s the idea that really matters. arxiv.org/abs/2603.25171

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Andrey Fradkin
Andrey Fradkin@AndreyFradkin·
As a weekend treat, here's a clip from next week's episode: @alexolegimas on "Marxist AI."
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Shruti Rajagopalan
Shruti Rajagopalan@srajagopalan·
Just tried @RefineInk, and it is the most granular feedback I have ever received on a paper. Along with dozens of small and big errors/issues, it caught one sentence where I slightly understate the claim of another scholar in the literature review. I was so sure I was right and went back and read the paper, but @RefineInk was right, I did understate their claim. This will become a part of redrafting all my future papers. Big shoutout to @ben_golub and his team.
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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@RefineDotInk·
@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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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@RefineDotInk·
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@RefineDotInk·
@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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