Sean Hill
@wakesleep.bsky.social
📤 157
📥 65
📝 24
Neuroscientist, Professor, Founder | Co-Founder and CEO, Senscience
pinned post!
open.substack.com/pub/senscien...
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Science. Unleashed.
Across every field of research, there’s a quiet paradox.
https://open.substack.com/pub/senscience/p/science-unleashed?r=58b36l&utm_medium=ios
9 months ago
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reposted by
Sean Hill
Emily Singer
11 days ago
Just landed in Barcelona for
#FENS2026
! On Wed, I’ll be moderating a panel on AI in neuroscience, 9:45am in Hall B with Mathew Abrams,
@wakesleep.bsky.social
@rachelparkinson.bsky.social
and
@mtoneva.bsky.social
@satra.bsky.social
,
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4
reposted by
Sean Hill
The Transmitter
11 days ago
Hear more from
@satra.bsky.social
at our
#FENS2026
panel, “The modern neuroscience lab in the age of AI.” With
@rachelparkinson.bsky.social
,
@wakesleep.bsky.social
,
@mtoneva.bsky.social
,
@emilysingerneuro.bsky.social
and Mathew Abrams, Wed., 8 July 🧠
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reposted by
Sean Hill
The Transmitter
11 days ago
A foundation model can learn useful biological structure only when biological differences can be separated from methodological ones, writes
@wakesleep.bsky.social
.
www.thetransmitter.org/artificial-i...
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AI can’t solve the brain without data that fit together
The brain’s first foundation models exist because some areas of neuroscience developed standards to help integrate data. AI can’t do that work for us.
https://www.thetransmitter.org/artificial-intelligence/ai-cant-solve-the-brain-without-data-that-fit-together/
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reposted by
Sean Hill
The Transmitter
18 days ago
Hear more from
@wakesleep.bsky.social
at our
#FENS2026
panel, “The modern neuroscience lab in the age of AI.” With
@rachelparkinson.bsky.social
,
@mtoneva.bsky.social
,
@satra.bsky.social
,
@emilysingerneuro.bsky.social
and Mathew Abrams Wednesday, 8 July 🧠
0
2
1
reposted by
Sean Hill
The Transmitter
18 days ago
The brain's first foundation models exist because some areas of neuroscience did the slow work of developing and adopting standards to help integrate data. AI cannot do that work for us, writes
@wakesleep.bsky.social
.
#neuroskyence
www.thetransmitter.org/artificial-i...
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AI can’t solve the brain without data that fit together
The brain’s first foundation models exist because some areas of neuroscience developed standards to help integrate data. AI can’t do that work for us.
https://www.thetransmitter.org/artificial-intelligence/ai-cant-solve-the-brain-without-data-that-fit-together/?utm_source=bluesky&utm_medium=org-social&utm_campaign=20260629-perspectives-ai-cant-solve-the-brain-without-data-that-fit-together
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reposted by
Sean Hill
Frontiers
23 days ago
Frontiers FAIR² Data Management has been named a finalist in the 2026 CODiE Awards for Best AI Data & Analytics Solution. We're proud to help researchers make their data discoverable, reusable, citable, and AI-ready—maximizing the value and impact of scientific datasets.
#CODiEAwards
#FAIRData
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reposted by
Sean Hill
The Transmitter
25 days ago
Hear more from
@mtoneva.bsky.social
at our
@fens.org
panel, “The modern neuroscience lab in the age of AI.” With
@rachelparkinson.bsky.social
,
@wakesleep.bsky.social
,
@satra.bsky.social
,
@emilysingerneuro.bsky.social
and Mathew Abrams, Wed. 8 July 🧠
#FENS2026
0
2
1
reposted by
Sean Hill
The Transmitter
28 days ago
Hear more from
@rachelparkinson.bsky.social
at our upcoming
#FENS2026
panel, “The modern neuroscience lab in the age of AI.” With
@mtoneva.bsky.social
,
@wakesleep.bsky.social
,
@satra.bsky.social
,
@emilysingerneuro.bsky.social
and Mathew Abrams.
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2
1
reposted by
Sean Hill
The Transmitter
about 1 month ago
Hear more from
@rachelparkinson.bsky.social
at our upcoming
@fens.org
panel, “The modern neuroscience lab in the age of AI.” With
@mtoneva.bsky.social
,
@wakesleep.bsky.social
,
@satra.bsky.social
,
@emilysingerneuro.bsky.social
and Mathew Abrams.
#FENS2026
0
2
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reposted by
Sean Hill
Frontiers
about 2 months ago
Research data should be discoverable, reusable, and built to generate impact. FAIR² Data Management helps transform datasets into structured and citable research contributions that others can explore, reuse, and build on. Make your data count →
www.frontiersin.org/fair2
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reposted by
Sean Hill
Frontiers
2 months ago
Join Frontiers for an interactive webinar exploring how FAIR² Data Management is transforming the way research data is shared, cited, and reused. • 2 June 2026 | 09:00 – 10:30 CEST • 2 June 2026 | 15:00 – 16:30 CEST Online via Zoom Register now ➡️
events.frontiersin.org/from-fair-to...
#FAIR2
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reposted by
Sean Hill
UofT-TCAIREM
3 months ago
@uoft-tcairem.bsky.social
members Laura Sikstrom, Sean Hill, and Marta Maslej published "Fairness analysis of machine learning (#ML) predictions of aggression in acute
#psychiatric
care," in NPJ Digital Health!
www.nature.com/articles/s44...
#MedSky
@camhnews.bsky.social
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Fairness analysis of machine learning predictions of aggression in acute psychiatric care - npj Mental Health Research
npj Mental Health Research - Fairness analysis of machine learning predictions of aggression in acute psychiatric care
https://www.nature.com/articles/s44184-026-00194-6
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reposted by
Sean Hill
Frontiers
5 months ago
@lovedataweek.bsky.social
reminder 💙 Research data should be visible, interactive, and reusable. FAIR² helps turn datasets into lasting scientific contributions. ▶️
fro.ntiers.in/jSOs6m5CC0b
#LoveDataWeek
#FAIRData
#OpenScience
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We’re thrilled to be named: Startup Of The Week: Senscience - The Innovator
theinnovator.news/startup-of-t...
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Startup Of The Week: Senscience - The Innovator
Senscience has built an AI Data Steward which aims to turn raw data into intelligent, reusable products that accelerate insight.
https://theinnovator.news/startup-of-the-week-senscience/
9 months ago
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open.substack.com/pub/senscien...
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Science. Unleashed.
Across every field of research, there’s a quiet paradox.
https://open.substack.com/pub/senscience/p/science-unleashed?r=58b36l&utm_medium=ios
9 months ago
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reposted by
Sean Hill
Frontiers
10 months ago
🌍 Come join us at #AGMB2025 in the session led by Dr Sean Hill (@wakesleep.bsky.social) on how AI is transforming data management in medical research: - Tuesday, 23 September - ⏰ 2:00–2:20 PM Let’s connect and talk about the future of open, AI-driven science ⬇️
fro.ntiers.in/AGMB
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reposted by
Sean Hill
Frontiers
10 months ago
New FAIR² Data Article
fro.ntiers.in/GBbbOCMewWb
& Interactive Portal
fro.ntiers.in/qmzFN9UewWb
🚀 Search, filter & analyze SARS-CoV-2 spike protein variants in an interactive environment. ✅Fully FAIR²-compliant and AI-ready at the highest standard.
#FAIRData
#FAIRSquared
#OpenScience
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t.co/W9AnNrWVXc
10 months ago
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“Working on this project was important to my healing and sense of purpose.” Patient voices shaped the BrainHealth Databank — 📊 12M+ data points 👥 35K+ patient journeys ➡ Turning mental health care into a system that learns. 🔗
frontiersin.org/journals/neu...
#MentalHealth
#EthicalAI
#CoDesign
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Frontiers | The BrainHealth Databank: a systems approach to data-driven mental health care and research
IntroductionMental health care is undermined by fragmented data collection, as incomplete datasets can compromise treatment efficacy and research. The BrainH...
https://frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/full
11 months ago
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Very excited to share this article about an initiative that I'm very proud of - the BrainHealth Databank.
@camhnews.bsky.social
@camhresearch.bsky.social
www.frontiersin.org/journals/neu...
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Frontiers | The BrainHealth Databank: a systems approach to data-driven mental health care and research
IntroductionMental health care is undermined by fragmented data collection, as incomplete datasets can compromise treatment efficacy and research. The BrainH...
https://www.frontiersin.org/journals/neuroinformatics/articles/10.3389/fninf.2025.1616981/full
11 months ago
0
1
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reposted by
Sean Hill
Frontiers
12 months ago
Unlock the potential of your research data with FAIR² Data Management. 🔍Certified FAIR² Data Packages 📄Peer reviewed, citable FAIR² Data Articles 🌐FAIR² Data Portal 🤖Clara, your AI Data Steward Join the pilot today -
fro.ntiers.in/zkRa
@fairsquared.bsky.social
@senscience.bsky.social
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FAIR² Data Management Pilot Sign-Up
FAIR² Data Management Pilot Sign-Up
https://fro.ntiers.in/zkRa
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open.substack.com/pub/senscien...
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Publish or Perish. But Who’s Reading?
Science is accelerating, but papers go unread and data goes unused. A new kind of collaborator may change everything.
https://open.substack.com/pub/senscience/p/publish-or-perish-but-whos-reading?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
about 1 year ago
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1
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reposted by
Sean Hill
FAIR²
about 1 year ago
Dr. Àngel Borja
@drangelborja.bsky.social
shares his experience creating the inaugural FAIR² Data Article and Portal (
doi.org/10.71728/r1r...
)
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GES4SEAS Dr. Angel Borja
YouTube video by Senscience
https://youtu.be/siiHa8QdHEw?si=b8k3BWei5I9D351R
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reposted by
Sean Hill
Dr Angel Borja
about 1 year ago
Publishing a paper using artificial intelligence, sharing my experience with
@fairsquared.bsky.social
in
@frontiersin.bsky.social
#MarineEcology
#GES4SEAS
#Research
#ArtificialIntelligence
youtu.be/NINk4XFT1WY?...
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Publishing a paper using artificial intelligence
YouTube video by Angel Borja
https://youtu.be/NINk4XFT1WY?si=JupjG69LPjeordU7
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open.substack.com/pub/senscien...
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Who Will Read Our Science?
A Reflection on Living Knowledge, Data, and the Audience to Come
https://open.substack.com/pub/senscience/p/who-will-read-our-science?r=58b36l
about 1 year ago
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Becoming FAIR²: How a Global Research Community is Shaping the Future of AI-Ready Data
open.substack.com/pub/senscien...
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Becoming FAIR²: How a Global Research Community is Shaping the Future of AI-Ready Data
Shaped by researchers worldwide, FAIR² is evolving into a practical, community-driven standard for ethical and next-generation data sharing.
https://open.substack.com/pub/senscience/p/fair-pilot-update-global-voices-real?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact
open.substack.com/pub/senscien...
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From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact
Designing data for discovery, trust, and real-world reuse—by scientists, for scientists
https://open.substack.com/pub/senscience/p/from-open-to-reusable-how-fair-data?r=1ltkhx&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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about 1 year ago
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reposted by
Sean Hill
Dr Angel Borja
about 1 year ago
After 1.5 months of publication, or
@azti.bsky.social
#URA
#GES4SEAS
publication on 30 yr of marine dataset, has achieved over 5000 views and downloads. A good record, showing the usefulness of FAIR2 in publishing datasets
#MarineEcology
#Research
www.frontiersin.org/journals/oce...
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Frontiers | Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network
This dataset provides 28 years of environmental monitoring data (1995–2023) from 51 stations in the estuaries and coastal areas of the Basque Country in the ...
https://www.frontiersin.org/journals/ocean-sustainability/articles/10.3389/focsu.2024.1528837/full
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reposted by
Sean Hill
Dr Angel Borja
about 1 year ago
You can see also the opinion paper on the dataset publication, using
#ArtificialIntelligence
for metadata presentation
@frontiersin.bsky.social
#GES4SEAS
#MarineEcology
#Research
www.frontiersin.org/journals/oce...
add a skeleton here at some point
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Shaping the Future of Data at the UNECE Generative AI Workshop
open.substack.com/pub/senscien...
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Shaping the Future of Data at the UNECE Generative AI Workshop
The future of data is structured, governed, and AI-ready—insights from the UNECE Generative AI Workshop
https://open.substack.com/pub/senscience/p/reflections-from-geneva-responsible?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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The Myth of Objective Data
open.substack.com/pub/senscien...
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The Myth of Objective Data
When data is subjective, responsibility starts at measurement.
https://open.substack.com/pub/senscience/p/the-myth-of-objective-data?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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You Can’t Have Responsible AI Without Responsible Data
open.substack.com/pub/senscien...
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You Can’t Have Responsible AI Without Responsible Data
Responsible AI starts at measurement—because that’s where bias begins.
https://open.substack.com/pub/senscience/p/you-cant-have-responsible-ai-without?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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The saying “carved in stone” no longer holds. In the age of the internet and AI, memory is fragile, shifting, and at risk. Preservation is not a given — it’s a choice. What will we choose to endure — and how will we preserve it? New podcast to accompany the blog:
open.substack.com/pub/senscien...
about 1 year ago
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The Intention to Endure: Memory, Change, and the Stones of Beijing
open.substack.com/pub/senscien...
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The Intention to Endure: Memory, Change, and the Stones of Beijing
Personal reflections on preserving knowledge in a world shaped by impermanence.
https://open.substack.com/pub/senscience/p/the-intention-to-endure-memory-change?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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From FAIR to FAIR²: Raising the Bar for Scientific Data Practice
open.substack.com/pub/senscien...
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From FAIR to FAIR²: Raising the Bar for Scientific Data Practice
Turning Principles into Practice for Reusable, Reproducible, AI-Ready Data
https://open.substack.com/pub/senscience/p/from-fair-to-fair-raising-the-bar?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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How can we make scientific data truly reusable—not just someday, but now? It’s one of the most urgent questions in research. FAIR isn’t enough. We need data that works—today and into the future.
open.substack.com/pub/senscien...
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FAIR in principle—but failing in scientific practice
FAIR² goes beyond FAIR—turning principles into practice so data can be cited, reused, trusted, and sustained for science and AI.
https://open.substack.com/pub/senscience/p/fairin-principlefails-scientific?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
about 1 year ago
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Sharing your data shouldn’t feel like a second job. FAIR² Data Management helps turn your dataset into a citable, AI-ready, reusable resource—without the hassle. Join the pilot:
frontiersin.org/about/fair-d...
#FAIR2
#OpenScience
#DataSharing
#AIReady
#FAIRData
open.substack.com/pub/senscien...
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Data Sharing Is Hard—FAIR² Is Here to Help
Why sharing your data feels hard—and how FAIR² Data Management helps you actually do it.
https://open.substack.com/pub/senscience/p/data-sharing-is-hardfair-is-here?r=58b36l
over 1 year ago
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1
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reposted by
Sean Hill
Dr Angel Borja
over 1 year ago
Happy having the first paper published by this data management!
www.frontiersin.org/journals/oce...
add a skeleton here at some point
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reposted by
Sean Hill
Frontiers
over 1 year ago
Is your research data reaching its full potential? Transform your dataset into structured and reusable research with FAIR² Data Management ✅ Structured data packages ✅ Interactive exploration portals ✅ Rich metadata 🔗 Learn more:
https://fro.ntiers.in/z1AW
#FAIRData
#FAIRsquared
#DataSharing
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You’ve Got a Great Dataset—Now What?
open.substack.com/pub/senscien...
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You’ve Got a Great Dataset—Now What?
Why FAIR² Data Articles are the next step for researchers with valuable data to share.
https://open.substack.com/pub/senscience/p/youve-got-a-great-datasetnow-what?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
over 1 year ago
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FAIR² Data Articles: Unlocking Research Data Value
open.substack.com/pub/senscien...
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FAIR² Data Articles: Unlocking Research Data Value
Giving Datasets the Credit—and Reach—They Deserve
https://open.substack.com/pub/senscience/p/fair-data-articles-unlocking-research?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
over 1 year ago
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www.linkedin.com/pulse/revolu...
over 1 year ago
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theinnovator.news/open-science...
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Open Science In The Age Of AI - The Innovator
Senscience's mission is to make research data AI-ready, aligned with Responsible AI principles, and structured for deep scientific reuse.
https://theinnovator.news/open-science-in-the-age-of-ai/
over 1 year ago
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reposted by
Sean Hill
Frontiers
over 1 year ago
Do you want to get more citations from your research data? Discover the FAIR² Data Management Pilot, a next-generation approach to making research data AI-ready, citable, reusable, and impactful. Learn more ⬇️
https://fro.ntiers.in/Fair2
#FAIRData
#FAIRSquared
#OpenData
#AIReady
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reposted by
Sean Hill
Senscience
over 1 year ago
🚀 Game changer for science: AI curates & structures research data, making it AI-ready & reusable.
#FAIR²
Data Management by
@frontiersin.bsky.social
, and powered by
@senscience.bsky.social
fuels faster discoveries. Join the pilot now!
frontiersin.org/news/2025/03...
#AI
#OpenDataDay2025
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Reimagining FAIR for an AI World: Frontiers introduces FAIR² Data Management
On Open Data Day 2025, Frontiers is launching the FAIR² (FAIR Squared™) Data Management Pilot, a first-of-its-kind peer-reviewed service that helps researchers
https://frontiersin.org/news/2025/03/03/reimagining-fair-for-an-ai-world-frontiers-introduces-fair-data-management
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Too much research data is lost—unstructured, inaccessible, and uncredited. FAIR² makes data AI-ready, reusable, and citable. Today, I'm very excited to announce the FAIR² Data Management Pilot—our first step toward change.
frontiersin.org/news/2025/03...
#FAIRSquared
#FAIRData
#OpenScience
#AI
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Reimagining FAIR for an AI World: Frontiers introduces FAIR² Data Management
On Open Data Day 2025, Frontiers is launching the FAIR² (FAIR Squared™) Data Management Pilot, a first-of-its-kind peer-reviewed service that helps researchers
https://frontiersin.org/news/2025/03/03/reimagining-fair-for-an-ai-world-frontiers-introduces-fair-data-management
over 1 year ago
0
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reposted by
Sean Hill
Dr Angel Borja
over 1 year ago
please, try this updated version
www.frontiersin.org/articles/10....
add a skeleton here at some point
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reposted by
Sean Hill
Dr Angel Borja
over 1 year ago
Marine data are precious, and 30 yr of data more. We have made available this dataset with phyto, macroalgae, macroinvertebrates, fish, physico-chemical, and pollutants in open access, powered by AI, for metadata
#MarineEcology
#GES4SEAS
www.frontiersin.org/journals/oce...
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Frontiers | Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network
https://www.frontiersin.org/journals/ocean-sustainability/articles/10.3389/focsu.2024.1528837
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💡 Big news coming. AI and science depend on data—but it’s too hard to curate and share. That needs to change. On Monday, we take the first step. Stay tuned.
#OpenScience
#FAIRData
#AIinScience
over 1 year ago
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