RefineInk's profile picture. Try it at http://refine.ink

AI feedback for research

Refine devotes hours of compute to help you find and fix issues that matter to readers and reviewers.

Refine

@RefineInk

Try it at http://refine.ink AI feedback for research Refine devotes hours of compute to help you find and fix issues that matter to readers and reviewers.

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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/

RefineInk's tweet image. 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/

Refine reposted

We at @RefineInk are very interested in providing feedback on all types of writing. For instance (🧵)

ben_golub's tweet image. We at @RefineInk are very interested in providing feedback on all types of writing. 

For instance (🧵)

Here's your yearly reminder that an alligator is a reptile, except during Lent when it's a fish.

SickosCommittee's tweet image. Here's your yearly reminder that an alligator is a reptile, except during Lent when it's a fish.


Refine reposted

Nuevo sponsor #SOSZ26 Son @RefineInk, hacen revisión experta de documentos técnicos (académicos, finanzas, consultoría) en menos de 30 minutos Lo usan en Harvard, MIT, Stanford y +500 instituciones Apoyan #SOSZ26 porque apuestan por las comunidades q construyen cosas que importan

cachiruloValley's tweet image. Nuevo sponsor #SOSZ26
Son @RefineInk, hacen revisión experta de documentos técnicos (académicos, finanzas, consultoría) en menos de 30 minutos
Lo usan en Harvard, MIT, Stanford y +500 instituciones
Apoyan #SOSZ26 porque apuestan por las comunidades q construyen cosas que importan

Refine reposted

If you like @RefineInk and are interested in working with us to scale distribution/marketing, please DM. Must "get" the product and have relevant experience. About a half-time gig.


Refine reposted

Not a mathematician by any means, but if I may chime in... Lobby your department and university for pretty generous budgets for compute. Pure math just became a capital intensive subject, and things will likely be pretty good for experts for are on board with that


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So do any mathematicians wanna offer their advice to a first-year math PhD student, in light of the math AI/First Proof developments?


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Great thread AI author v/s AI referee!

This post is unavailable.

Third wolf 🐺 AI can serve as a competent technical referee on basically any paper with statistics and/or applied math content refine.ink

Econ Twitter these days

KhoaVuUmn's tweet image. Econ Twitter these days


Refine reposted

Hello economists! I use ChatGPT like many others, mostly for re-writing. I keep hearing about “agents” and integrations dramatically increasing productivity. What are people doing? How are you integrating AI into your workflow, and what am I missing? Thank you!


Refine reposted

As a kid in elementary school, I dreamed of writing sci-fi after reading Liu Cixin’s The Rural Teacher. Today, a multi-agent AI workflow helped realize this dream in writing a piece of "Economics Sci-Fi." By treating individual heterogeneity as a fractal coastline (Hausdorff dim

Wayne_Yuan_Gao's tweet image. As a kid in elementary school, I dreamed of writing sci-fi after reading Liu Cixin’s The Rural Teacher. Today, a multi-agent AI workflow helped realize this dream in writing a piece of "Economics Sci-Fi." By treating individual heterogeneity as a fractal coastline (Hausdorff dim
Wayne_Yuan_Gao's tweet image. As a kid in elementary school, I dreamed of writing sci-fi after reading Liu Cixin’s The Rural Teacher. Today, a multi-agent AI workflow helped realize this dream in writing a piece of "Economics Sci-Fi." By treating individual heterogeneity as a fractal coastline (Hausdorff dim

Refine reposted

To be clear: This is a pilot run by some AEA journals to evaluate the value of a tool like Refine at the conditional accept stage — it is not current policy or standard practice to use Refine.

Fair. Depends on journal. The top journal papers would survive it. The AER offers free Refine reviews for all conditionally accepted papers and the big majority of authors take this up.



Refine reposted

I am very late to the party but @RefineInk is very good. When you prompt ChatGPT/Gemini/etc to proofread a paper, even on highest settings, they miss a lot of stuff even through repeated passes. For some reason Refine is very good at catching inconsistencies/errors/etc


Refine reposted

Fair. Depends on journal. The top journal papers would survive it. The AER offers free Refine reviews for all conditionally accepted papers and the big majority of authors take this up.


Refine reposted

A prompt just asking Claude Code to review is not near the technological frontier. If the journal uses a purpose-built tool to aid in review (as many editors are already doing, and nearly all soon will) the chance of acceptance goes down a lot. x.com/ben_moll/statu…

Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃 refine.ink/app/session/35… Put differently: not quite there yet (as others have already said)

ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)
ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)


Thanks, @AndrewJonelis new ad!

RefineInk's tweet image. Thanks, @AndrewJonelis 

new ad!

Refine reposted

@RefineInk new ad?

AndrewJonelis's tweet image. @RefineInk new ad?

Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃 refine.ink/app/session/35… Put differently: not quite there yet (as others have already said)

ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)
ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)


Refine reposted

Finally gave this a try on a paper I'm getting near submitting. I'm thoroughly impressed. Caught a few small technical issues like an outdated table or specification, which is already great, but I was most impressed with (1) meaningful economic and methodological suggestions,

I am super excited to share a new AI tool, Refine. Refine thoroughly studies research papers like a referee and finds issues with correctness, clarity, and consistency. In my own papers, it regularly catches problems that my coauthors and I missed. 1/

ben_golub's tweet image. I am super excited to share a new AI tool, Refine.

Refine thoroughly studies research papers like a referee and finds issues with correctness, clarity, and consistency.

In my own papers, it regularly catches problems that my coauthors and I missed.

1/


Refine reposted

refine .ink is the future of paper reviews... genuinely helpful insights on complex multidisciplinary papers. i enjoy using it.


Refine reposted

To be clear @RefineInk identified 17 issues, not just 2 (click the link to see them all). For a journal editor, this would definitely be enough to desk reject.

Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃 refine.ink/app/session/35… Put differently: not quite there yet (as others have already said)

ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)
ben_moll's tweet image. Sorry to shatter your dreams David, but @RefineInk begs to differ and took the scalpel to your slop in less than 30 mins 😃

refine.ink/app/session/35…

Put differently: not quite there yet (as others have already said)


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