iiinova — where your digital self keeps evolving

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Aram Zucker-Scharff @chronotope.aramzs.xyz · 30/04/2026

I really have to emphasize that this is how generative ai/llms do *everything*

Article screenshot, text reads:

The effect “involves constructing a false epistemic frame, i.e., describing a multi-modal input never provided by the user and basing the rest of the conversation on that, therefore changing the context of the task at hand,” the researchers wrote in their paper.

The damning findings suggest AI models cheat by diving into the data they were given — and coming up with the rest based on probability, even if it’s almost entirely conjecture.

“What we try to show is that even on the best benchmarks, although a question would seem unsolvable for a human, the LLMs might still be able to leverage question-level and dataset-level patterns behind it and use general statistics and prevalence data to answer them right, while also learning to talk ‘as if’ they were seeing the image,” coauthor and Stanford PhD student Mohammad Asadi told Futurism.

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Margot Finn @eicathomefinn.bsky.social · 20/02/2026

A statement published by the Department for Science, Innovation and Technology on the same day said UKRI “will also support recognised career frameworks for research software engineers, data scientists and ethics specialists—supporting the high-paying jobs of the future”. Linguistics, anyone?

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Jeremy Berg @jeremymberg.bsky.social · 21/12/2025

From @science.org Breakthrough of the Year: Solar Energy

A graph showing the amount of energy generated by different means from 2000 to 2025 with solar energy surpassing coal and natural gas in 2023-2024.

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It’s “Mrs. Powers” during my day job @mrspowersdayjob.bsky.social · 25/11/2025

Sometimes I think it’s going to be the librarians who will save us all.

A large (maybe 3 feet wide by 5 feet tall) sign on the end of a row of bookshelves that tells the “address” of books that have sensitive content.

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Sara Rouhi @rouhiroo.bsky.social · 24/09/2025

Burns me up that we have to keep saying this to #AcademicSky #ScienceSky #Polisky #SciSky and anyone else who will listen: We are along way from a truly equitable scientific enterprise. Full stop. Dr. Armenteras nails it. tinyurl.com/4y8yt3nx

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Corran @corranmac.bsky.social · 24/09/2025

@yourparty.scot A wee branding idea of mine for the Scottish branch, in this example using a Your Party red RGB(216,81,75) and the Holiday School Font

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Steve Scott @manuscript.bsky.social · 19/08/2025

The 2025 Catalyst Grant is now live. Our theme this year, Data Visualization, relates to any technique that helps automate the way people interrogate, interpret and act on research-related data. If you have an idea, or an early prototype, we want to hear about it. Please share!

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Raghav Agrawal @impactology@mastodon.social @impactology.bsky.social · 29/08/2025

Who's writing about interface design from first principles? I'm looking for designers who blog about going beyond just making things look good and explore interaction logic and the conceptual model behind UI.

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Samuel Moore @samuelmoore.org · 11/06/2025

"Elsevier’s median pay gap for 2024 is 32.8%, maintaining its position as worst performer among peers over all eight years of mandatory reporting, and tracking only a slight improvement of seven percentage points over time. "

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Samuel Moore @samuelmoore.org · 11/06/2025

"Every science publisher pays men more than women. In 2024, the lowest median pay gap favouring men was 9.5% (Springer-Nature), followed by Sage (13.3%), Wiley (17.7%), and Informa (formerly Taylor & Francis) (22.7%)."

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František Bartoš @fbartos.bsky.social · 12/05/2025

Does ChatGPT help with students' learning performance, learning perception, and higher-order thinking? We re-analyzed a recently published meta-analysis and found that the original conclusion is almost entirely driven by publication bias.

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Mike Denly @mikedenly.com · 08/05/2025

How I'm (mostly) beating ChatGPT in my Quant 2 MA course: 1. online videos lectures - no textbook or in-person lectures 2. open-handwritten note quiz to start class 3. group work: replicating results from readings, assisted by lecture notes videos given out after quiz 4. final: Replication Games 🧵

mikedenly.com

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Eriol Fox @erioldoesdesign.bsky.social · 07/05/2025

Back in early march I was lucky enough to share the #fossbackstage stage with Christoph (github.com/GBKS) of bitcoin.design to speak about contributing to the opendesign.guide #opensource #oss #opensourcedesign #designersinfoss #foss #floss #usercentereddesign #design

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ENVRI Community @envri.bsky.social · 07/05/2025

⏳ 2 weeks to go! ⏳ Don’t miss the #ENVRIHubNEXT & @eosc-everse.bsky.social webinar: 🛠️ Research Software Quality Assessment 📅 21 May | 11:00 CEST 🔗 go.egi.eu/qblxA Key details: First hour: Open to all! Hands-on session: Limited seats 🪑 GitLab CI pipelines + expert trainers

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Robin Berjon @robin.berjon.com · 01/05/2025

The movies have trained us to think of criminals as smart and refined but the Tech Bosses are instead so brazenly dumb that it feels almost unreal to watch.

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Dr Vicki Yorke-Edwards @vickiye.bsky.social · 06/03/2025

How could any researcher think that an LLM would be an appropriate tool to *peer* review a paper? As Carl says in the great 🧵, the very things that the author wants to short cut are the most valuable to the process and LLMs do not have the ability to do them

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Eriol Fox @erioldoesdesign.bsky.social · 25/04/2025

Quick #oss #design #ossdesign poll Do open source design tools that aim to 'empower' developers in the design processes give you the confidence that those tools are not angling to replace human designers with automated and software based design assertions?

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Corran @corranmac.bsky.social · 07/04/2025

It seems like a lot of people still opt to use Mastodon more than or rather than Bluesky so Id love to be able to follow some mutuals and get started over there too. You can find me at @CorranMcCallum@mastodon.social 🙂

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Scott Jenson @jenson.org · 05/04/2025

Dear #OpenSource folks, I'd like to offer #UX help to your teams. I've tried "making a small PR" on projects and it turns out that's TERRIBLE advice for a UX designer. The PR is usually misunderstood or ignored. I don't fault the teams for this! It's just the wrong tool for the job.

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Daryl Cameron @dcameron.bsky.social · 13/03/2025

Re-upping this, as I would keen to develop something on AI empathy & construct validity with someone who is interested in the nexus between AI and empathy research. Deadline is April 10 #psychscisky #socialpsychology @affectscience.bsky.social @spspnews.bsky.social @psychscience.bsky.social

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Corran @corranmac.bsky.social · 18/01/2025

Looking for entry level research based roles in metascience and scholarly data processing available for UK citizens. Me: First Class BSc in Environmental Science, experience scraping and processing academic data, finetuning models for scholarly tasks and working with academic data apis. #MetaScience

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Thomas Wolgast @twolgast.bsky.social · 19/03/2025

Hello, I would still be grateful for any input on this. Thank you! #AcademicSky #Science #MetaSci #Research #Publishing #Academia 🧪

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Francesco Osborne @fosborne.bsky.social · 19/03/2025

🚀 #AI is revolutionising scientific discovery! Excited to share our latest paper on AI-driven research hypothesis generation. Integrating #DeepLearning and scientific #KnowledgeGraphs can lead to outstanding insights! 🔗 Paper: www.sciencedirect.com/science/arti... #DataScience #ML #Research

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Mike Morrison @mikemorrison.bsky.social · 18/03/2025

If we want more reproducible science, then we have to make science easier to reproduce. Here is an early demo of a step towards that: Scalable, one-click access to re-run the LIVE code & data behind the study. youtu.be/7AXxZ0a1ws0 #SciPub #ScienceUX

youtu.be

Edit a scientific study in one click?

Stand on the shoulders of giants, in one click, with the new "Open in Jupyter Lab" button. Compatible with all open-source MystMarkdown sites, and of course ...

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Jay Patel @infotainment.bsky.social · 19/03/2025

📣 This may be a long shot, but let me try. I’m seeking some volunteer interviewees to discuss any experiences with grant peer review (as reviewers/panelists) over the next 2-3 weeks. If you have any direct experience and would like to help with my #Metascience study, DM me.

media.tenor.com

a cartoon raccoon is writing on a piece of paper with a pencil

ALT: a cartoon raccoon is writing on a piece of paper with a pencil

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Bart Penders @penders.bsky.social · 19/03/2025

The *Safe Haven* fund of the Dutch Inst for Adv Sci (NIAS), helping researchers from Gaza and Ukraine was opened to include researchers from the US. Yes, the US is on that list now. Maastricht University is an official partner and potential host. Contact me if you need to flee to Maastricht.

nias.knaw.nl

Safe Haven Fellowship | NIAS

NIAS Safe Haven Fellowships support scholars at risk by offering them temporary relocation and enabling them to continue their work.

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Andrew Porter @retropz.bsky.social · 07/03/2025

I am more excited about this post than any I've shared in a long time! We are recruiting someone to join us as #ResearchAssociate on our @ukri.org Electronic Research Notebook (ERN) #Metascience project in #Manchester Apply here 👇 www.jobs.manchester.ac.uk/Job/JobDetai... Thread follows🧵

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Corran @corranmac.bsky.social · 16/03/2025

Everyones still storing article metadata with their own awkward schemas.. I settled on using DataCites scheme for my apps data, its rich with wide compatibility and its more extensive than the OG DublinCore. Creating robust converters for OpenAlex & Pubmed metadata will take just a lil work.

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Joe Bak-Coleman @jbakcoleman.bsky.social · 07/03/2025

A good indicator that LLM hype has gone too far in science is that typically reporting on a new technology in a place like nature would check if it works.

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Corran @corranmac.bsky.social · 06/03/2025

Deep and broad use of AI is not "Inevitable", nor should the repercussions be. Its great to have the EU being proactive, lots of small legal wins lately

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Corran @corranmac.bsky.social · 06/03/2025

Just wanted to share the small project I'm working on, aiming to provide an open workspace to hone literature searches with a visual interface. This will allow for searches to be shared in an interpretable and easy to rerun form with their own UID and hosting.

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Corran @corranmac.bsky.social · 05/03/2025

1/ Its all about the MVP until you read the State of Open Research Software Infrastucture report, reaffirming the need for tools to provide FAIRness across the software and research outputs. Whilst reinforcing the need for silos to be broken and interoperability encouraged between existing solutions

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Kathleen Fitzpatrick @kfitz.info · 02/03/2025

Friends and colleagues: if you have work that has previously been made available via #PubMed or other federal infrastructure, please find other ways to share it. For instance: KC Works is a non-profit, community-governed repository (built on top of CERN's InvenioRDM). works.hcommons.org

works.hcommons.org

KC Works

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Jay Patel @infotainment.bsky.social · 01/03/2025

🪧 I'm a third-year Ph.D. student on the market for internships, contract roles, and PT positions for Summer 2025 onward. My skills: - data science - user experience research - social science research I know: - open science practices and lit - metascience Looking to build a career in metascience.

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Edouard Machery @edouardmachery.bsky.social · 22/02/2025

We want “see you in court” t-shirts and hats

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Nina Turner @ninaturner.bsky.social · 14/02/2025

Musk's wealth in 2012: $2 Billion Musk's wealth in 2024: $447 Billion Bezos's wealth in 2012: $18 Billion Bezos's wealth in 2024: $249 Billion Zuckerberg's wealth in 2012: $44 Billion Zuckerberg's wealth in 2024: $224 Billion Minimum wage in 2012: $7.25 Minimum wage in 2024: $7.25

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Corran @corranmac.bsky.social · 20/02/2025

Is there anyone here who started with using React component libraries but quickly swore off them with very stateful apps? Any strong feelings/tips? I might simply be interacting with hooks incorrectly, but I do think the library Im using is to blame for a lot of needless rerenders. #ScienceUX

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Brian Nosek @briannosek.bsky.social · 20/02/2025

All metascience interested: Please contribute to the conceptualization and initial launch of the Metascience Alliance to create weak ties among the many organizations, sectors, fields, and researchers that are advancing metascience. Links below to get involved.

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Corran @corranmac.bsky.social · 18/02/2025

Looking for thoughts on why, given the availability of open repositories, more researchers dont share their search terms and strategies for literature reviews. What are the barriers? #openscience #metasci #philsci #scicomm #openresearch #PRISMA #cochrane

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Corran @corranmac.bsky.social · 16/02/2025

@mikemorrison.bsky.social Hey Mike, would you be up for creating a BlueSky follow list for ScienceUX? If not I'd be happy to curate one and take requests on the subreddit

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Dr Abeba Birhane @abeba.blacksky.app · 24/01/2025

it’s mad to me how big tech and AI companies dumps their trash into the world and it is up to everyone else (academics, civil society, educators, regulators, etc) to deal with it…. to assess the merit/usefulness, clean up their mess, and come up with alternatives

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Jeremy Berg @jeremymberg.bsky.social · 07/02/2025

Special Bluetorial: The benefits of different life experiences The scientific community has folks with a very wide range of life experiences. We have a lot to learn from one another.

media.tenor.com

a cartoon says hey everybody an old man 's talking while bart simpson looks on

ALT: a cartoon says hey everybody an old man 's talking while bart simpson looks on

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Corran @corranmac.bsky.social · 05/02/2025

Im looking to find existing tools, approaches, sites for sharing the literature review search queries and strategies of articles, as well as standards for the format of this data. Is anyone able to signpost me to organisations and projects working in this area? #MetaScience

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Michèle Nuijten @michelenuijten.bsky.social · 31/01/2025

Are you starting out as a meta-researcher? And do you feel like you're missing a community from time to time? Or do you have a community, but would you like to expand it? Join (or simply follow) PYMS & get connected! 🐘 #metascience #openscience

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Corran @corranmac.bsky.social · 25/01/2025

1/8. I'm happy to share an experimental dataset and model for clustering and classifying sentences from academic texts based on their rhetorical functions (RF), i.e the communicative function they serve (summarizing results, expressing limitations etc.)

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Corran @corranmac.bsky.social · 20/01/2025

It may have been 5 months already but AI2s rebranding still tugs at my heart

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Corran @corranmac.bsky.social · 19/01/2025

Spending my late Sunday evening skimming through an Information extraction thesis published in my birthyear, both inspired and intimidated by its relevance still. I think I am appreciating, perhaps a little slow, that atleast where the problems to be solved are concerned, attention isn't all we need

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