LLM use in scholarly writing poses a provenance problem

Nature Machine Intelligence - LLM use in scholarly writing poses a provenance problem

Journalistic Malpractice: No LLM Ever ‘Admits’ To Anything, And Reporting Otherwise Is A Lie

Over the past week, Reuters, Newsweek, the Daily Beast, CNBC, and a parade of other outlets published headlines claiming that Grok—Elon Musk’s LLM chatbot (the one that once referred to itsel…

“Paging Dr. Fraud”: The Fake Publishers That Are Ruining Science

For years, spurious journals have proliferated online, promising academic credibility in exchange for cash.

Dan Shipper 📧 on Twitter / X

this is true and is a big reason why you don’t need to be a highly technical researcher to use LLMs in surprising and novel ways https://t.co/TuxNzXzToU— Dan Shipper 📧 (@danshipper) July 27, 2025

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

It’s time to get rid of the peer-reviewed paper

The peer-reviewed journal article, perhaps the single most important device behind the expansion of scientific knowledge in the last century, is an extraordinarily expensive way to share novelty: e…

Journal goes dark after impersonating Eric Topol and others

Within hours of researchers from prestigious institutions discovering they were listed as authors on a fabricated paper, the website for the journal and publisher has been taken down.  Cardiol…

Itai Yanai on Twitter / X

Is the scientific paper a fraud? Peter Medawar (Nobel Prize winner) suggested that publications are overly structured and formal, giving only a sanitized version of the discovery without revealing the thought process that actually led to it. pic.twitter.com/E3ttRPzcfL— Itai Yanai (@ItaiYanai) October 27, 2024

A journal named a sleuth in a correction. The sleuth says that was ‘ethical editorial malpractice’

As the publishing community debates the merits of naming sleuths in retraction or correction notices, one journal did so without the sleuth’s permission — by publishing an email from the authors na…

The most important thing when working with LLMs

Blog post: The most important thing when working with LLMs by Steve Klabnik

Why the Stockholm Declaration will never work

Abstract The Stockholm Declaration calls for a moral reformation of scientific publishing—replacing commercial publishers with scholar-led journals, rewarding quality over quantity and instituting independent oversight. While noble in spirit, it fundamentally misdiagnoses the disease. The crisis of science stems not from paper mills or profit motives but from systemic incentives that reward volume, novelty and prestige over validity and reliability. Non-profit ownership will not neutralize the prestige economy, sleuth-led policing cannot scale, and ‘integrity registries’ would merely replace metrics with surveillance. True reform requires rebuilding the publishing infrastructure as a public utility: publicly funded, free to publish and read, and stripped of hierarchy and financial incentives.