Danny Kingsley

@dannykay68.bsky.social

Scholarly Communication - all of it, Open Research, research assessment, research culture, research integrity. They are parts of the same whole.

PROMISES DASHED (again) arxiv.org/abs/2607.17397 "Enticing as it is to imagine that, by saving us time on mundane tasks, LLMs will provide us with more time to think deeply and develop projects completely, our results temper such hopes"

The unintended consequences of large language models as a labor-augmenting technology in science

As a labor-augmenting technology, large language models (LLMs) have the potential to accelerate scientific activity across the research pipeline. But even if LLMs perform on par with human experts at ...

arxiv.org

Carl T. Bergstrom@carlbergstrom.com · 2w ago

1. We—@eduede.bsky.social, @mjcrockett.bsky.social, Kevin Gross, and I—have a new preprint on the arXiv today, based on ideas that emerged during an @sfiscience.bsky.social workshop in November 2024: The unintended consequences of large language models as a labor-augmenting technology in science.

INTERESTING: The complaint alleges publishers [Elsevier, Springer Nature, Wiley & Informa] have “fixed the market” to make it difficult to publish without paying “prestige prices, luxury prices,” both through market concentration and through copyright terms retractionwatch.com/2026/07/31/f...

Federal lawsuit accuses four major publishers of extorting article processing charges

iStock A lawsuit filed under the U.S. False Claims Act accuses four major publishers of perpetrating a decade-long scheme to defraud the government by charging exorbitant article processing charges…

retractionwatch.com

I'm convinced the reason American AI doesn't publish is because their claims do not stand up to scientific rigor. Their claims are not about truth, their claims are to generate "value" and secure investments by shareholders.

Danny Kingsley@dannykay68.bsky.social · last wk.

ONE WAY STREET www.biorxiv.org/content/10.6... while AI companies scrape research outputs (esp open access ones) with apparent impunity, mostly they don't contribute to the literature. Those that do come primarily from China, not from USA where the epicentre of AI activity is.

In fifteen years, the UK has deleted coal power from their power system, halved fossil gas use, replaced most of that with wind and solar, and the country has not suffered the hellish blackout apocalypse conservatives and media outlets promised would happen. ember-energy.org/data/electri...

Stacked area chart showing UK electricity generation (terawatt‑hours) from 2000–2025, highlighting a steep fall in coal, declining gas and nuclear, and steady growth in wind, solar and other renewables over time.

Noticed that SANS' upcoming conference will be discussing (semi?) permanent identitifiers for AI agents. Some run for days or weeks. Others, mere minutes or seconds. An extension of ORCiD could handle public agent registration (on first run) and deregistration (at run stop) with agent-based OAuth.

Danny Kingsley@dannykay68.bsky.social · 6d ago

COLLECTIVE ACTION: good article arguing we need to work collectively across the sector to manage the AI onslaught on the infrastructure we (commercial and community) have built or we will just be a customer yet again. scholarlykitchen.sspnet.org/2026/07/30/g...

ONE WAY STREET www.biorxiv.org/content/10.6... while AI companies scrape research outputs (esp open access ones) with apparent impunity, mostly they don't contribute to the literature. Those that do come primarily from China, not from USA where the epicentre of AI activity is.

Negligible participation in the scientific literature of AI unicorn startups

Artificial intelligence (AI) development is concentrated within private firms, yet their participation in scientific publishing remains poorly understood. We conducted a bibliometric analysis of all 3...

biorxiv.org

FIGHTBACK - isbndb.com/blog/ai-trai... book authors who object to their writing being scraped for training purposes can now easily poison AI models by producing writing designed to manipulate and sabotage the resulting AI models. Lesson? Don't screw with smart people.

How Authors Are Fighting Back Against AI Training, And What It Means for Your Data Strategy - ISBNDB Blog

The courtrooms didn't stop AI companies from buying paper books in bulk, scanning them for training data, and destroying them. So authors moved the battle

isbndb.com

FINAL PREP for my #FSCI2026 course is happening now, with kick off later this week. Meanwhile the FSCI course I have taught for the past couple of years is now in Zenodo. "The Butterfly Effect how understanding the big picture research ecosystem will help open practice" doi.org/10.5281/zeno...

The butterfly effect – how understanding the big picture research ecosystem will help open practice

The concept of the butterfly effect – that the world is deeply interconnected, such that one small occurrence can influence a much larger complex system – can be directly applied to the research ecosy...

doi.org

AT SCALE - here's a business producing papers - mostly desk-based 'research' and apparently basing their work on open data and open research materials. Works by soliciting local people to present in person at conferences and 'co-authoring' with them. retractionwatch.com/2026/07/21/e...

Exclusive: Medical student in Nepal behind busy research factory

A second-year medical student in Nepal is at the center of an international research network churning out everything from systematic reviews and meta-analyses to case reports and database studies, …

retractionwatch.com

A remarkable shift since the frosty and sceptical reception that @theblochian.bsky.social and I received, when we spoke to CUP about the need for OA in 2013.

Danny Kingsley@dannykay68.bsky.social · 2w ago

KEEP GOING!! www.cambridge.org/news-and-ins... "Cambridge University Press has reached a significant milestone in its transition to open access (OA), with 75 percent of its research articles to be published OA in 2026 and 50 percent of its journals now fully open."

EXCELLENT: The Netherlands new OA policy seems to be well thought through obc.copim.pub/when-scaling... Policy explicitly recommends redirection & reallocation of funds from existing ‘big deal’ budgets towards community-driven alternatives, incl university-led diamond OA & Netherlands Uni Presses

When 'scaling small' becomes national policy

The Netherlands' new open access strategy echoes the principles the Open Book Collective was built on - 'scaling small' and community-led publishing

obc.copim.pub

NOTHING NEW "Opportunities for alternative quality standards AI didn’t kill academic publishing. It exposed the body" dub.uu.nl/en/opinion/a... Agree, similar argument to my piece from a couple of years ago Generative AI – the latest scapegoat for research assessment blogs.lse.ac.uk/impactofsoci...

AI didn’t kill academic publishing. It exposed the body

Algorithmic writing machines are widening the cracks that have long been evident in the academic publishing system, argue Mirko Tobias Schäfer and Karin van Es of the Utrecht Data School. They call on...

dub.uu.nl

Hundreds of people competing for the perfect dunk on the editor of a science journal who is writing about the harms of slop for science. Not for using ChatGPT for research, just checking his references (which it is quite able to do). I can see suggesting a different way, but canceling him seems iffy

"The propagation of AI slop [...] is making science less trustworthy. But in parallel, AI enthusiasts are telling the world that the remedies should all be easy to automate, creating the impression that journals can not only catch more errors but also do it more efficiently and cheaply."

AI in scientific publishing: Slower, worse, and more expensive

There’s a saying in the management world, popularized by NASA administrator Daniel Goldin in the 1990s, that the goal of technological improvements is to make products faster, better, and cheaper. Alt...

science.org

The Netherlands' new open access strategy specifically name-checks 'scaling small' & puts community-driven publishing at its core - the very ethos the OBC was built on. Fantastic to see scholar-led values embedded into national policy! #OpenAccess #OAPolicy #ScalingSmall

When 'scaling small' becomes national policy

The Netherlands' new open access strategy echoes the principles the Open Book Collective was built on - 'scaling small' and community-led publishing

obc.copim.pub

YEP: “AI content is a tax on readers’ time” - and we are all being fed this rubbish. I find unpicking AI crap highly tedious. One telltale sign is the single sentence paragraph. It is used for dramatic effect which is totally lost when overused (AI *loves* them). www.404media.co/linkedin-and...

LinkedIn and X Are Flooded With AI Spam, Browsing Data Suggests

An AI detection company found that amount of AI content that users actually see in their day-to-day browsing is shockingly high.

404media.co

Though I'm pleased to see open source software being used, it's irritating that the name of the software or the open source community who develop it aren't in the news article or on the EThOS website itself. An example of infrastructure (specifically open source infrastructure) being invisibilised.