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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

fro.ntiers.in

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Sean Hill @wakesleep.bsky.social · Jul 13

open.substack.com/pub/senscien...

Who Will Read Our Science?

A Reflection on Living Knowledge, Data, and the Audience to Come

open.substack.com

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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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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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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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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

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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

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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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Senscience @senscience.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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Sean Hill @wakesleep.bsky.social · May 9

The Myth of Objective Data
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The Myth of Objective Data

When data is subjective, responsibility starts at measurement.

open.substack.com

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Sean Hill @wakesleep.bsky.social · May 6

You Can’t Have Responsible AI Without Responsible Data
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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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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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Sean Hill @wakesleep.bsky.social · Apr 26

The Intention to Endure: Memory, Change, and the Stones of Beijing
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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.

open.substack.com

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Senscience @senscience.bsky.social · Apr 22

FAIR in principle—but failing in scientific practice
open.substack.com/pub/senscien...

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.

open.substack.com

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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...

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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

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Senscience @senscience.bsky.social · Mar 25

You’ve Got a Great Dataset—Now What?
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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.

open.substack.com

Senscience @senscience.bsky.social · Mar 25

FAIR² Data Articles: Unlocking Research Data Value
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FAIR² Data Articles: Unlocking Research Data Value

Giving Datasets the Credit—and Reach—They Deserve

open.substack.com

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Dr Angel Borja @drangelborja.bsky.social · Mar 22

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...

Frontiers | Marine biodiversity and environmental data: an AI-ready, open dataset from the long term (1995–2023) Basque Country monitoring network

www.frontiersin.org

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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

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Senscience @senscience.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

Senscience @senscience.bsky.social · Mar 10

www.linkedin.com/pulse/revolu...

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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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Senscience @senscience.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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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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