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fairsquared.bsky.social
FAIR²
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frontiersin.bsky.social
Frontiers @frontiersin.bsky.social · Jul 24
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
FAIR² Data Management Pilot Sign-Up
FAIR² Data Management Pilot Sign-Up
fro.ntiers.in
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Jul 13
Publishing a paper using artificial intelligence, sharing my experience with @fairsquared.bsky.social in @frontiersin.bsky.social
#MarineEcology
#GES4SEAS
#Research
#ArtificialIntelligence
youtu.be/NINk4XFT1WY?...
Publishing a paper using artificial intelligence
YouTube video by Angel Borja
youtu.be
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fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · Jul 13
Dr. Àngel Borja @drangelborja.bsky.social shares his experience creating the inaugural FAIR² Data Article and Portal (doi.org/10.71728/r1r...)
GES4SEAS Dr. Angel Borja
YouTube video by Senscience
youtu.be
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Reposted by FAIR²
drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Jul 9
already near 7000 views and downloads of our @azti.bsky.social #URA #GES4SEAS papers on 30 yr dataset of #biodiversity and marine data. Useful use of @fairsquared.bsky.social in @frontiersin.bsky.social
#MarineEcology
#Research
#Science
drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · May 18
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...
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 ...
www.frontiersin.org
5 4
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · Jun 24
Becoming FAIR²: How a Global Research Community is Shaping the Future of AI-Ready Data
open.substack.com/pub/senscien...
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.
open.substack.com
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · Jun 20
From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact
open.substack.com/pub/senscien...
From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact
Designing data for discovery, trust, and real-world reuse—by scientists, for scientists
open.substack.com
2 2
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · May 18
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...
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 ...
www.frontiersin.org
4 6
Reposted by FAIR²
drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · May 18
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...
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fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · May 16
Shaping the Future of Data at the UNECE Generative AI Workshop
open.substack.com/pub/senscien...
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
open.substack.com
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · May 9
The Myth of Objective Data
open.substack.com/pub/senscien...
The Myth of Objective Data
When data is subjective, responsibility starts at measurement.
open.substack.com
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · May 6
You Can’t Have Responsible AI Without Responsible Data
open.substack.com/pub/senscien...
You Can’t Have Responsible AI Without Responsible Data
Responsible AI starts at measurement—because that’s where bias begins.
open.substack.com
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · Apr 28
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...
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wakesleep.bsky.social
Sean Hill @wakesleep.bsky.social · Apr 26
The Intention to Endure: Memory, Change, and the Stones of Beijing
open.substack.com/pub/senscien...
The Intention to Endure: Memory, Change, and the Stones of Beijing
Personal reflections on preserving knowledge in a world shaped by impermanence.
open.substack.com
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 31
Four weeks after publication and already 2056 views and 251 downloads of our @azti.bsky.social paper on Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network
#MarineEcology
#GES4SEAS
www.frontiersin.org/journals/oce...
2 6
Reposted by FAIR²
frontiersin.bsky.social
Frontiers @frontiersin.bsky.social · Mar 26
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
Lady looking at FAIR² Data Management
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fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · Mar 25
FAIR² Data Articles: Unlocking Research Data Value
open.substack.com/pub/senscien...
FAIR² Data Articles: Unlocking Research Data Value
Giving Datasets the Credit—and Reach—They Deserve
open.substack.com
Reposted by FAIR²
drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 17
Just two weeks of the publication of our @azti_brta #GES4SEAS paper on 30 yr of a #MarineBiodiversity dataset AI-ready, and over 1500 views and 180 downloads. Good records

#MarineEcology

www.frontiersin.org/journals/oce...
Frontiers | Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network
www.frontiersin.org
2 6
fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · Mar 17
Welcome to the FAIR² Pulse
open.substack.com/pub/senscien...
Welcome to the FAIR² Pulse
The Data Foundation for AI, Scientific Discovery, and Responsible Innovation
open.substack.com
fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · Mar 10
www.linkedin.com/pulse/revolu...
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 9
Our paper on marine #biodiversity datasets using an AI-ready platform is doing so well! over 1000 views and 111 downloads in less than one week!

#GES4SEAS
#MarineEcology
#Research
@azti.bsky.social

www.frontiersin.org/journals/oce...
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fairsquared.bsky.social
FAIR² @fairsquared.bsky.social · Mar 7
theinnovator.news/open-science...
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.
theinnovator.news
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 4
Our paper "Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network", launched yesterday has already 639 views, and the dataset views more than 1000

#MarineEcology
#GES4SEAS

www.frontiersin.org/journals/oce...
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 4
When marine datasets are useful, people are interested on them: since yesterday >1000 views of our @azti.bsky.social #GES4SEAS AI-driven dataset on #marine #biodiversity

#MarineEcology
#ArtificialIntelligence

doi.org/10.71728/r1r...
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drangelborja.bsky.social
Dr Angel Borja @drangelborja.bsky.social · Mar 4
Publishing datasets, using artificial intelligence to help with metadata, can enhance ocean sustainability research and management. You can see my opinion paper here. Near 300 people have read it since yesterday

#MarineEcology
#GES4SEAS

www.frontiersin.org/journals/oce...
2 8
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senscience.bsky.social
Senscience @senscience.bsky.social · Mar 4
🚀 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
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
frontiersin.org
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