Frontiers FAIR² Data Management has been recognized with a 2026 CODiE Award for Best AI Data and Analytics Solution, selected from 228 finalists across 75 categories in the awards’ 40th year. This is open science, built to last. Learn more ➡️ fro.ntiers.in/2026-CODiE-A... #CODiEAwards #FAIR2
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
Need a loop or @orcid.org account, a methodology doc explaining how data was collected (this is usually not directly attached to the data), tidy/structured data able (ideally with robust metadata). @senscience.bsky.social platform hosts #Clara. AI Data steward. #SeanHill #OAI14 #openscience
@senscience.bsky.social attempts to answer this question: easy, valuable, new norm. Developed FAIR2 Data Management - Frontiers publishing is backing. Aim is to make all data FAIR, AI-ready, and aligned with responsible AI principles - future ready to useful ML. #SeanHill #OAI14 #openscience
Neuroscientist/computational modeler Dr. Sean Hill @senscience.bsky.social Prof EPFL, Univ of Toronto, international union of pure/applied physics #OpenScience - "where do you find the data that's useful, relevant meaningful constrain a computational model?" Challenge in his work #OAI14 #SeanHill
"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
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
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
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
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
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
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
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
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
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
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 ...
frontiersin.org
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...
Frontiers | Publishing datasets, using artificial intelligence to help with metadata, can enhance ocean sustainability research and management
). However, synthesizing heterogeneous data from different ecosystem components in a monitoring network, coding all data preparation, and creating standard f...
frontiersin.org
Dr Angel Borja@drangelborja.bsky.social · last yr.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...
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
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
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 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
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...
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 open.substack.com/pub/senscien...
FAIR² Data Articles: Unlocking Research Data Value
Giving Datasets the Credit—and Reach—They Deserve
open.substack.com
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
frontiersin.org
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
frontiersin.org
