FAIR²

FAIR² Data Management Pilot Sign-Up FAIR² Data Management Pilot Sign-Up

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

YouTube video by Angel Borja Publishing a paper using artificial intelligence

Publishing a paper using artificial intelligence, sharing my experience with @fairsquared.bsky.social in @frontiersin.bsky.social
#MarineEcology
#GES4SEAS
#Research
#ArtificialIntelligence
youtu.be/NINk4XFT1WY?...

YouTube video by Senscience GES4SEAS Dr. Angel Borja

Dr. Àngel Borja @drangelborja.bsky.social shares his experience creating the inaugural FAIR² Data Article and Portal (doi.org/10.71728/r1r...)

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

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.

Becoming FAIR²: How a Global Research Community is Shaping the Future of AI-Ready Data
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

From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact
open.substack.com/pub/senscien...

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 ...

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...

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...

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

Shaping the Future of Data at the UNECE Generative AI Workshop
open.substack.com/pub/senscien...

The Myth of Objective Data When data is subjective, responsibility starts at measurement.

The Myth of Objective 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.

You Can’t Have Responsible AI Without Responsible Data
open.substack.com/pub/senscien...

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...

The Intention to Endure: Memory, Change, and the Stones of Beijing Personal reflections on preserving knowledge in a world shaped by impermanence.

The Intention to Endure: Memory, Change, and the Stones of Beijing
open.substack.com/pub/senscien...

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...

Lady looking at FAIR² Data Management

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

FAIR² Data Articles: Unlocking Research Data Value Giving Datasets the Credit—and Reach—They Deserve

FAIR² Data Articles: Unlocking Research Data Value
open.substack.com/pub/senscien...

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

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...

Welcome to the FAIR² Pulse The Data Foundation for AI, Scientific Discovery, and Responsible Innovation

Welcome to the FAIR² Pulse
open.substack.com/pub/senscien...

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

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...

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/open-science...

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...

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...

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...

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

🚀 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

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

💡 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