Why #preprint servers are increasing moderation — and what that means for #researchers
De la modération vers un système de #peerreview ? Les serveurs de preprints tendent vers le modèle des revues scientifiques quand l'autogestion vertueuse trouve ses limites
https://www.nature.com/articles/d41586-026-01203-6
Why preprint servers are increasing moderation — and what that means for researchers

Repositories are adapting in response to AI-generated content and junk science, leading some people to question how much moderation is too much.

I've said it before, and I'd say it again, pre-prints are great to bypass paywalls (esp. if your institute doesn't have an open-access agreement) and make sure your research gets out there.
Just make sure to update them after publication (or at least not if you didn't).

#Preprint #AcademicChatter #AcademicPublishing

ArXiv to Ban Researchers for a Year If They Submit AI Slop

ArXiv은 AI가 생성한 부실한 연구 논문 제출에 대해 엄격한 제재를 도입했다. 명백히 AI 생성 결과를 검증하지 않은 논문 제출 시 1년간 제출 금지 처분을 내리며, 이후 제출은 평판 좋은 동료 검토 저널에서 먼저 승인받아야 한다. 이는 AI 생성 콘텐츠가 과학 연구의 신뢰성을 해치는 문제에 대응하기 위한 조치다.

https://www.404media.co/new-arxiv-rules-ai-generated-papers-ban/

#arxiv #aigeneratedcontent #researchintegrity #preprint #academicpublishing

ArXiv to Ban Researchers for a Year if They Submit AI Slop

The change comes as arXiv and others struggle to manage an influx of AI-generated materials masquerading as rigorous science.

404 Media

arXiv is trying to further crack down on AI-generated articles: https://bsky.app/profile/tdietterich.bsky.social/post/3mlqt6k5ix22p

#preprint #arxiv

La storia della malattia inventata che è stata rilanciata dagli #LLM e citata in un articolo scientifico ci pone qualche interrogativo.

Da un lato è giusto chiedersi quanto sia affidabile l'#AI, ma dall'altro dovremmo anche domandarci quanto lo sia il sistema delle pubblicazioni scientifiche: qui abbiamo #preprint che diffondono falsità (seppur per nobili propositi) e #ricercatori che non controllano le fonti.

https://www.nature.com/articles/d41586-026-01100-y

Scientists invented a fake disease. AI told people it was real

Bixonimania doesn’t exist except in a clutch of obviously bogus academic papers. So why did AI chatbots warn people about this fictional illness?

@YoMosEco

PS, I'll present recent work from Felix Jäger, PhD student in my group. The talk is entitled "Between Friends and Foes - Evolutionary #Diversification in Mutualistic-Antagonistic Networks" and based on our joint #preprint.

https://www.biorxiv.org/content/10.64898/2026.03.16.712075v1

#ecoevo #mutualism #antagonism #EcologicalNetworks #AdaptiveDynamics #EcologicalModelling #theoreticalEcology

Between Friends and Foes: Evolutionary Diversification in Mutualistic-Antagonistic Networks

Biotic interactions can drive evolutionary diversification, but the underlying mechanisms differ depending on the type of interaction. For instance, Ehrlich and Raven's escape-and-radiate coevolution provides a pathway of diversification in antagonistic interactions, whereas in mutualistic networks, coevolution is hypothesized to result in trait convergence rather than diversification. The combined effect of mutualism and antagonism on diversification remains unclear, even though organisms naturally engage in multiple types of interactions simultaneously. Using an eco-evolutionary simulation model, we investigate diversification in tripartite ecological networks such as plant-pollinator-herbivore networks. We find that diversification patterns vary according to the way mutualism and antagonism are connected on the trait level. If the two interactions are governed by uncorrelated plant traits, we observe little diversification in the mutualistic and substantial diversification in the antagonistic subnetwork. By contrast, if the same plant trait mediates both mutualism and antagonism (an example of 'ecological pleiotropy'), diversification rates in all guilds become interdependent. In this case, even the mutualistic guild diversifies considerably when antagonism is strong, while strong mutualism restricts diversification also in the antagonistic guild. Our study underlines that the inclusion of multiple interaction types is necessary to advance our understanding of evolutionary dynamics in ecological networks. ### Competing Interest Statement The authors have declared no competing interest. Deutsche Forschungsgemeinschaft, https://ror.org/018mejw64, AL 2563/3‑1 German National Academic Foundation

bioRxiv
Think preprints are invisible? 👀
They’re not! Discover how preprints are findable, citable, and transforming scholarly communication in the ASAPbio Myth Busting whiteboard video.🎬
🎥 Watch here → https://www.youtube.com/watch?v=LzJcELG3WqI
#Preprint #OpenScience #ScholComm #ScientificPublishing
Myth 3: Preprints are not discoverable or citable

YouTube
What would be the best place to publish a #review of a #preprint available on the OSF? Ideally the review should be linked to the preprint, so that it shows up alongside it. Does @MetaROR or @prereview facilitate this? @CenterforOpenScience

The #ai tariff we must all pay for Sam, Elon, Zuck and various other pathologically needy people we're supposed to soothe shows up everywhere. And it's not only money, but the time of our lives-- which comes in a limited supply.

"Philip Cohen, a sociologist at the University of Maryland in College Park who co-founded the SocArXiv preprint server in 2016, says that moderation at SocArXiv operates in a similar way to desk rejections at journals, in which manuscripts are rejected without being sent for peer review. But he makes it clear that the moderators are screening submissions rather than judging their quality. “Is this basically the shape of a scientific paper, can we identify these people? That’s the level of scrutiny we’re giving them.”

Cohen, who was interviewed as part of Chtena’s and Fleerackers’ study, says that he sometimes has to moderate the moderators, asking them to “dial back their reviewing a little” because personal interest or curiosity can come into play.

He also acknowledges that moderation has evolved. Originally, SocArXiv moderated preprints only after they were posted online, but that changed quickly because many manuscripts were being uploaded with “messed-up metadata”, he says.

The uptick in junk science submitted to SocArXiv, probably generated by AI, has made things even more difficult and time-consuming, Cohen adds. And it’s taken its toll on the moderators. “It certainly has made it less fun — more like police work and less like helping people get their work out.”"

#Preprint

https://www.nature.com/articles/d41586-026-01203-6

Why preprint servers are increasing moderation — and what that means for researchers

Repositories are adapting in response to AI-generated content and junk science, leading some people to question how much moderation is too much.

@Remittancegirl Looking at all the creators’ fascist eugenics ideas, I’m starting to think there really is full purpose behind it:
"Researchers at the City University of New York (Cuny) and King’s College London have published a paper on how various chatbots protect – or fail to safeguard – users’ mental health.

Experts are increasingly warning that psychosis or mania can be fuelled by AI chatbots."

#AIChatbots #study #preprint #mentalHealth