







LLM review weirdness... Just renaming an uploaded pdf from "paper.pdf" to "paper_final_draft_pdf_ready_for_review.pdf" boosts average scores(gpt-5.6-terra) pic.twitter.com/wdsjaq9DoI— Zachary Horvitz (@zachary_horvitz) August 10, 2026
Jason Shepherd on Twitter / X
I have quite a lot of thoughts on this..that won't fit in a tweet. Bottomline is that there are issues scientists in the US would love to improve - faster review, less grant writing, more stability and freedom to do risky science. The folks celebrating this doc are mostly../1 https://t.co/xlPAH9XYNC— Jason Shepherd (@JasonSynaptic) July 23, 2026
rohit on Twitter / X
One of the most fun papers I've read in recent times. Excellent. Reminiscent of the good old days of science papers. pic.twitter.com/4a7qRTloSG— rohit (@krishnanrohit) December 30, 2024

Adil on Twitter / X
being assigned to review AI generated slop papers is very frustrating. the way this is supposed to work is that first you take the time to write something and then i take the time to read it. if you don't do the first part then i shouldn't have to do the second part.— Adil (@adilsoubki) August 26, 2026
OpenAIReview — AI-Powered Academic Paper Reviewer
we recommend using uv, and there are additional guidelines for best results with PDF inputs
Eric Topol on Twitter / X
This is a FRAUDULENT paper, AI-generated. My name was used as an author and I had nothing to do with it, never saw it until today https://t.co/Ky60zJrMEZThe "Editors" Angelo Rossi Mori, David Mensah, and Zarnie Khadjesari should be reported. pic.twitter.com/2Z5CE8w4bn— Eric Topol (@EricTopol) April 22, 2026
Brandon Yates on Twitter / X
I wrote a cosmology paper that's under peer review.I can't post it to arXiv because I don't have a university affiliation.If any of you happen to have published in astro-ph. CO, gr-qc, or hep-ph and can endorse me, I'd owe you one.#AcademicTwitter #PhysicsTwitter #Cosmology…— Brandon Yates (@bmichaelyates) March 13, 2026
Scientific production in the era of Large Language Models
Large Language Models (LLMs) are rapidly reshaping scientific research. We analyze these changes in multiple, large-scale datasets with 2.1M preprints, 28K peer review reports, and 246M online accesses to scientific documents. We find: 1) scientists adopting LLMs to draft manuscripts demonstrate a large increase in paper production, ranging from 23.7-89.3% depending on scientific field and author background, 2) LLM use has reversed the relationship between writing complexity and paper quality, leading to an influx of manuscripts that are linguistically complex but substantively underwhelming, and 3) LLM adopters access and cite more diverse prior work, including books and younger, less-cited documents. These findings highlight a stunning shift in scientific production that will likely require a change in how journals, funding agencies, and tenure committees evaluate scientific works.

Ferhat Tura on Twitter / X
I have recently detected minor mistakes in the codes of a paper published in a high-quality journal and contacted the lead author first!, who acknowledged the mistake and contacted the journal. I thanked the author for doing open science and now we are collaborating on a paper💪— Ferhat Tura (@FerhatTura19) May 15, 2024
Ravid Shwartz Ziv on Twitter / X
The problem with Anthropic's consciousness paperMy last post got more attention than I expected, and the question I keep getting is some version of "okay, so what is actually wrong with the paper?". Let me try to explain.First, the core result is fine. Reading out…— Ravid Shwartz Ziv (@ziv_ravid) July 7, 2026
Reproducible, citation-aware automated paper reviews @seanjungblluth.bsky.social - ATmosphereConf 20
Drafts are causing usability issues for visually impaired users · Issue #10035 · bluesky-social/social-app
Steps to Reproduce I saw this on Toni's blog post about the transition, but it needs to be tracked here, so: Attachments (I'm assuming mobile/iOS below, but I'm not sure) What platform(...
Ian Vanagas on Twitter / X
I've been enjoying writing screenshot essays lately because they provide more depth than tweets while being easier to finish and share than blogs.To help with this, I built a little app that makes it easier to make nice looking ones: https://t.co/mybEawgwgFEnjoy! https://t.co/gMHUCMzRbL— Ian Vanagas (@IanVanagas) March 30, 2024
LM Studio on Twitter / X
Something new today12:30pm EST pic.twitter.com/oESLOf8tWO— LM Studio (@lmstudio) January 28, 2026

Dan Singleton 🏳️🌈🏳️⚧️ on Twitter / X
1. Ok, this is the thread to end all threads, or possibly my career. I am about to trash a new paper in @sciencemagazine, its editors, its reviewers, C&E News, others who stated or wrote adoring commentaries, anyone who looked at the paper or its commentaries without seeing pic.twitter.com/K5O1cX1BJP— Dan Singleton 🏳️🌈🏳️⚧️ (@dasingleton) April 8, 2019

Finally had some time (to attempt) to catch up on reading the articles published on Offprint. Wanted to share a few that were fun reads First article is by @bunniesin.space. They’re exploring the world of atproto and reading their thoughts and confusion on @mu.social’s lex extension was a good read
Some thoughts on extending lexicons
amybunny.offprint.app