Mark Hahnel
@hahnel.org
Figshare Founder, Digital Science, DataCite, DOAJ, re3data #openscience #openaccess #openresearch #desci #stemcells #genomes
October 29, 2025 at 1:45 PM
Using Artificial Intelligence for Text Screening in a Systematic Review of Cardiotoxicity
This study highlights best practices and benchmarks to assess the efficiency and possibly quality of literature screening supporting the integration of AI into future SRs
www.sciencedirect.com/science/arti...
This study highlights best practices and benchmarks to assess the efficiency and possibly quality of literature screening supporting the integration of AI into future SRs
www.sciencedirect.com/science/arti...
October 1, 2025 at 8:25 AM
Using Artificial Intelligence for Text Screening in a Systematic Review of Cardiotoxicity
This study highlights best practices and benchmarks to assess the efficiency and possibly quality of literature screening supporting the integration of AI into future SRs
www.sciencedirect.com/science/arti...
This study highlights best practices and benchmarks to assess the efficiency and possibly quality of literature screening supporting the integration of AI into future SRs
www.sciencedirect.com/science/arti...
Metadata Recommendations for Repository Adoption from the Generalist Repository Ecosystem Initiative:
medium.com/@blog-grei/m...
medium.com/@blog-grei/m...
October 1, 2025 at 7:32 AM
Metadata Recommendations for Repository Adoption from the Generalist Repository Ecosystem Initiative:
medium.com/@blog-grei/m...
medium.com/@blog-grei/m...
how much content is there in the publisher ecosystem
An increasing number publishers are licensing content for AI training. What’s the potential size of the market?
world.hey.com/ian.mulvany/...
An increasing number publishers are licensing content for AI training. What’s the potential size of the market?
world.hey.com/ian.mulvany/...
September 26, 2025 at 9:36 AM
how much content is there in the publisher ecosystem
An increasing number publishers are licensing content for AI training. What’s the potential size of the market?
world.hey.com/ian.mulvany/...
An increasing number publishers are licensing content for AI training. What’s the potential size of the market?
world.hey.com/ian.mulvany/...
Did you know you can integrate all these systems with your Figshare account?
figshare.com/account/integrations
figshare.com/account/integrations
September 12, 2025 at 8:38 AM
Did you know you can integrate all these systems with your Figshare account?
figshare.com/account/integrations
figshare.com/account/integrations
UN to launch an Independent International Scientific Panel on AI + Global Dialogue on AI Governance—ensuring evidence‑based, inclusive, human‑rights‑focused oversight of AI technologies for all.
docs.un.org/en/A/79/l.118
docs.un.org/en/A/79/l.118
August 28, 2025 at 2:23 PM
UN to launch an Independent International Scientific Panel on AI + Global Dialogue on AI Governance—ensuring evidence‑based, inclusive, human‑rights‑focused oversight of AI technologies for all.
docs.un.org/en/A/79/l.118
docs.un.org/en/A/79/l.118
Academia has a new preprints problem.
Thousands of researchers are essentially playing slot machines with large language models, pulling the lever over and over hoping to hit the jackpot of novel theoretical physics insights
www.openresearch.wtf/academia-has...
Thousands of researchers are essentially playing slot machines with large language models, pulling the lever over and over hoping to hit the jackpot of novel theoretical physics insights
www.openresearch.wtf/academia-has...
August 12, 2025 at 9:53 AM
Academia has a new preprints problem.
Thousands of researchers are essentially playing slot machines with large language models, pulling the lever over and over hoping to hit the jackpot of novel theoretical physics insights
www.openresearch.wtf/academia-has...
Thousands of researchers are essentially playing slot machines with large language models, pulling the lever over and over hoping to hit the jackpot of novel theoretical physics insights
www.openresearch.wtf/academia-has...
Are LLMs removing Retracted papers from their training data
Some say yes. I dont believe them
p4sc4l.substack.com/p/asking-ai-...
Some say yes. I dont believe them
p4sc4l.substack.com/p/asking-ai-...
July 29, 2025 at 11:36 AM
Are LLMs removing Retracted papers from their training data
Some say yes. I dont believe them
p4sc4l.substack.com/p/asking-ai-...
Some say yes. I dont believe them
p4sc4l.substack.com/p/asking-ai-...
Have we already hit the peer review breaking point?
What does scientific publishing look like if every paper is AI-generated or at least AI co-authored?
www.openresearch.wtf/have-we-alre...
What does scientific publishing look like if every paper is AI-generated or at least AI co-authored?
www.openresearch.wtf/have-we-alre...
July 24, 2025 at 10:14 AM
Have we already hit the peer review breaking point?
What does scientific publishing look like if every paper is AI-generated or at least AI co-authored?
www.openresearch.wtf/have-we-alre...
What does scientific publishing look like if every paper is AI-generated or at least AI co-authored?
www.openresearch.wtf/have-we-alre...
Researchers do not know they can publish null results in a journal and believe the biggest benefit is help with hypotheses
The State of Null Results - Springer Nature
stories.springernature.com/the-state-of...
The State of Null Results - Springer Nature
stories.springernature.com/the-state-of...
July 23, 2025 at 10:43 AM
Researchers do not know they can publish null results in a journal and believe the biggest benefit is help with hypotheses
The State of Null Results - Springer Nature
stories.springernature.com/the-state-of...
The State of Null Results - Springer Nature
stories.springernature.com/the-state-of...
July 11, 2025 at 7:04 PM
"Within 60 days of this memorandum, agencies shall submit to OSTP and post on their agency’s website a report outlining their implementation plans for Gold Standard Science"
www.whitehouse.gov/wp-content/u...
www.whitehouse.gov/wp-content/u...
July 8, 2025 at 9:55 AM
"Within 60 days of this memorandum, agencies shall submit to OSTP and post on their agency’s website a report outlining their implementation plans for Gold Standard Science"
www.whitehouse.gov/wp-content/u...
www.whitehouse.gov/wp-content/u...
Improving the open access research information landscape
An analysis of community needs, challenges, and potential next steps
www.ukri.org/wp-content/u...
An analysis of community needs, challenges, and potential next steps
www.ukri.org/wp-content/u...
July 4, 2025 at 9:19 AM
Improving the open access research information landscape
An analysis of community needs, challenges, and potential next steps
www.ukri.org/wp-content/u...
An analysis of community needs, challenges, and potential next steps
www.ukri.org/wp-content/u...
Wow - super cool Kaggle competition from Make Data Count
www.kaggle.com/competitions...
"You will identify all the data citations (references to research data) from the full text of scientific literature and tag the type of citation"
www.kaggle.com/competitions...
"You will identify all the data citations (references to research data) from the full text of scientific literature and tag the type of citation"
June 16, 2025 at 11:48 AM
Wow - super cool Kaggle competition from Make Data Count
www.kaggle.com/competitions...
"You will identify all the data citations (references to research data) from the full text of scientific literature and tag the type of citation"
www.kaggle.com/competitions...
"You will identify all the data citations (references to research data) from the full text of scientific literature and tag the type of citation"
Feeding the NHS into LLMs is not the answer.
The easiest way to generate new data for the AI models with a view to advance science and technology is to fund more basic research
www.openresearch.wtf/ai-needs-new...
The easiest way to generate new data for the AI models with a view to advance science and technology is to fund more basic research
www.openresearch.wtf/ai-needs-new...
June 5, 2025 at 8:26 AM
Feeding the NHS into LLMs is not the answer.
The easiest way to generate new data for the AI models with a view to advance science and technology is to fund more basic research
www.openresearch.wtf/ai-needs-new...
The easiest way to generate new data for the AI models with a view to advance science and technology is to fund more basic research
www.openresearch.wtf/ai-needs-new...
May 20, 2025 at 12:50 PM
This is cool.
"The resulting data set includes 200,000 cells and 523 million connections in the primary visual cortex and surrounding areas of a mouse."
www.nature.com/immersive/d4...
"The resulting data set includes 200,000 cells and 523 million connections in the primary visual cortex and surrounding areas of a mouse."
www.nature.com/immersive/d4...
April 9, 2025 at 8:19 PM
This is cool.
"The resulting data set includes 200,000 cells and 523 million connections in the primary visual cortex and surrounding areas of a mouse."
www.nature.com/immersive/d4...
"The resulting data set includes 200,000 cells and 523 million connections in the primary visual cortex and surrounding areas of a mouse."
www.nature.com/immersive/d4...
The Perpetual Research Cycle: AI’s Journey Through Data, Papers, and Knowledge:
www.digital-science.com/tldr/article...
www.digital-science.com/tldr/article...
March 21, 2025 at 11:12 AM
The Perpetual Research Cycle: AI’s Journey Through Data, Papers, and Knowledge:
www.digital-science.com/tldr/article...
www.digital-science.com/tldr/article...
Yeah - I would suggest not even including that stuff
You can also look at papers with UT Austin authors and see which of them link to datasets
eg www.openresearch.wtf/how-is-every...
You can also look at papers with UT Austin authors and see which of them link to datasets
eg www.openresearch.wtf/how-is-every...
March 19, 2025 at 4:54 PM
Yeah - I would suggest not even including that stuff
You can also look at papers with UT Austin authors and see which of them link to datasets
eg www.openresearch.wtf/how-is-every...
You can also look at papers with UT Austin authors and see which of them link to datasets
eg www.openresearch.wtf/how-is-every...
This is cool from Digital Science Catalyst winner postpub.net
March 18, 2025 at 3:50 PM
This is cool from Digital Science Catalyst winner postpub.net
One concern I have about preprints
On Figshare, we accept anything that is "academic"
We get a lot of papers that are submitted with titles like "The unifying theory of thermodynamics and Jesus"
Can we create an LLM that judges how "out there" papers may be
On Figshare, we accept anything that is "academic"
We get a lot of papers that are submitted with titles like "The unifying theory of thermodynamics and Jesus"
Can we create an LLM that judges how "out there" papers may be
March 6, 2025 at 10:20 AM
One concern I have about preprints
On Figshare, we accept anything that is "academic"
We get a lot of papers that are submitted with titles like "The unifying theory of thermodynamics and Jesus"
Can we create an LLM that judges how "out there" papers may be
On Figshare, we accept anything that is "academic"
We get a lot of papers that are submitted with titles like "The unifying theory of thermodynamics and Jesus"
Can we create an LLM that judges how "out there" papers may be
Peer review is broken to the point I thought we needed paid peer review to fix it
AI peer review may be the answer
ARTEMIS - Automated Review and Trustworthy Evaluation for Manuscripts in Science
www.researchhub.com/post/3961/ar...
AI peer review may be the answer
ARTEMIS - Automated Review and Trustworthy Evaluation for Manuscripts in Science
www.researchhub.com/post/3961/ar...
March 4, 2025 at 10:03 AM
Peer review is broken to the point I thought we needed paid peer review to fix it
AI peer review may be the answer
ARTEMIS - Automated Review and Trustworthy Evaluation for Manuscripts in Science
www.researchhub.com/post/3961/ar...
AI peer review may be the answer
ARTEMIS - Automated Review and Trustworthy Evaluation for Manuscripts in Science
www.researchhub.com/post/3961/ar...
Ever wanted to know how is every country, funder, institution doing at data sharing?
I created an app that you can compare here:
www.openresearch.wtf/how-is-every...
#OpenData #OpenScience #OpenResearch
I created an app that you can compare here:
www.openresearch.wtf/how-is-every...
#OpenData #OpenScience #OpenResearch
February 27, 2025 at 11:37 AM
Ever wanted to know how is every country, funder, institution doing at data sharing?
I created an app that you can compare here:
www.openresearch.wtf/how-is-every...
#OpenData #OpenScience #OpenResearch
I created an app that you can compare here:
www.openresearch.wtf/how-is-every...
#OpenData #OpenScience #OpenResearch
The Role of Foundations and Technology Companies in Fuelling Optimism in Academic Research
www.openresearch.wtf/the-role-of-...
www.openresearch.wtf/the-role-of-...
February 26, 2025 at 3:00 PM
The Role of Foundations and Technology Companies in Fuelling Optimism in Academic Research
www.openresearch.wtf/the-role-of-...
www.openresearch.wtf/the-role-of-...
A 25-year view of Research Publishing using Dimensions - James Butcher
Proportion of "Gold" OA fell in 2024
www.youtube.com/watch?v=xH_U...
Proportion of "Gold" OA fell in 2024
www.youtube.com/watch?v=xH_U...
February 18, 2025 at 2:45 PM
A 25-year view of Research Publishing using Dimensions - James Butcher
Proportion of "Gold" OA fell in 2024
www.youtube.com/watch?v=xH_U...
Proportion of "Gold" OA fell in 2024
www.youtube.com/watch?v=xH_U...