Senscience
@senscience.bsky.social
📤 28
📥 16
📝 8
reposted by
Senscience
Frontiers
3 months ago
"With Frontiers FAIR², every dataset is cited, every scientist recognized.” Dr. Sean Hill, Co-founder and CEO of @senscience.bsky.social, the Frontiers AI venture behind FAIR² Data Management. Start your data journey now ➡️
fro.ntiers.in/FAIR2
#ResearcherChampions
#ScienceUnleashed
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reposted by
Senscience
Frontiers
4 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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reposted by
Senscience
Frontiers
3 months ago
Want to make your research data FAIR? Frontiers FAIR² Data Management helps researchers turn FAIR principles into credit-bearing publications, keeping datasets discoverable, reusable, and recognized. Discover how ➡️
fro.ntiers.in/FAIR2-Princi...
#ResearcherChampions
#ScienceUnleashed
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reposted by
Senscience
Frontiers
3 months ago
Meet Clara, the AI Data Steward at the heart of Frontiers FAIR² Data Management, ensuring data is machine-actionable, high-quality, citable and reusable, turning weeks of work into minutes. Start your data management journey now ➡️
fro.ntiers.in/FAIR2
#ResearcherChampions
#ScienceUnleashed
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reposted by
Senscience
Frontiers
3 months ago
Dr. Sean Hill, co-founder and CEO of @senscience.bsky.social, shares in The Innovator how Frontiers FAIR² Data Management is redefining the future of scientific data. Read the full interview ➡️
fro.ntiers.in/FAIR2-TheInn...
#ResearcherChampions
#ScienceUnleashed
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reposted by
Senscience
Frontiers
6 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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reposted by
Senscience
Sean Hill
6 months ago
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
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reposted by
Senscience
Dr Angel Borja
6 months 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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reposted by
Senscience
FAIR²
6 months 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
Senscience
Sean Hill
7 months ago
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
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reposted by
Senscience
Sean Hill
7 months ago
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
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reposted by
Senscience
Dr Angel Borja
8 months 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
Senscience
Dr Angel Borja
8 months 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
8 months ago
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reposted by
Senscience
Sean Hill
8 months ago
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
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reposted by
Senscience
Sean Hill
8 months ago
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
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reposted by
Senscience
Sean Hill
9 months ago
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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reposted by
Senscience
Sean Hill
9 months ago
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
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FAIR in principle—but failing in scientific practice
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
9 months ago
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reposted by
Senscience
Dr Angel Borja
9 months ago
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...
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reposted by
Senscience
Frontiers
10 months 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
10 months 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
10 months ago
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reposted by
Senscience
Dr Angel Borja
10 months ago
Today is
#WorldWaterDay2025
, let's celebrate it with our paper
#monitoring
marine waters and
#biodiversity
, to take
#management
actions and revert degraded water systems
@azti.bsky.social
#WaterDay
#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/full
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reposted by
Senscience
Dr Angel Borja
10 months ago
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...
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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/full
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Welcome to the FAIR² Pulse
open.substack.com/pub/senscien...
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Welcome to the FAIR² Pulse
The Data Foundation for AI, Scientific Discovery, and Responsible Innovation
https://open.substack.com/pub/senscience/p/welcome-to-the-fair-pulse?r=58b36l&utm_campaign=post&utm_medium=web&showWelcomeOnShare=false
10 months ago
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www.linkedin.com/pulse/revolu...
10 months ago
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reposted by
Senscience
Dr Angel Borja
10 months ago
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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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/
10 months ago
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reposted by
Senscience
Dr Angel Borja
10 months ago
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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reposted by
Senscience
Dr Angel Borja
10 months ago
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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reposted by
Senscience
Dr Angel Borja
10 months ago
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...
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reposted by
Senscience
Frontiers
10 months 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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🚀 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
10 months ago
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reposted by
Senscience
Dr Angel Borja
10 months 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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reposted by
Senscience
Sean Hill
10 months ago
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
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reposted by
Senscience
Sean Hill
10 months ago
💡 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
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