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Frontiers | The BrainHealth Databank: a systems approach to data-driven mental health care and research

Sean Hill @wakesleep.bsky.social · Aug 13

Very excited to share this article about an initiative that I'm very proud of - the BrainHealth Databank.
@camhnews.bsky.social
@camhresearch.bsky.social

www.frontiersin.org/journals/neu...

IntroductionMental health care is undermined by fragmented data collection, as incomplete datasets can compromise treatment efficacy and research. The BrainH...

www.frontiersin.org

FAIR² Data Management Pilot Sign-Up

Reposted by Sean Hill

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

fro.ntiers.in

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Sean Hill @wakesleep.bsky.social · Jul 15

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

Publish or Perish. But Who’s Reading?

Science is accelerating, but papers go unread and data goes unused. A new kind of collaborator may change everything.

YouTube video by Senscience

Reposted by Sean Hill

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

youtu.be

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Reposted by Sean Hill

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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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

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

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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...

Shaped by researchers worldwide, FAIR² is evolving into a practical, community-driven standard for ethical and next-generation data sharing.

From Open to Reusable: How FAIR² Data Portals Multiply Scientific Impact

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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...

Designing data for discovery, trust, and real-world reuse—by scientists, for scientists

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

Sean Hill @wakesleep.bsky.social · Jun 12

Reposted by Sean Hill

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...

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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Reposted by Sean Hill

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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Sean Hill @wakesleep.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

The Myth of Objective Data

Sean Hill @wakesleep.bsky.social · May 9

The Myth of Objective Data
open.substack.com/pub/senscien...

When data is subjective, responsibility starts at measurement.

You Can’t Have Responsible AI Without Responsible Data

Sean Hill @wakesleep.bsky.social · May 6

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

Responsible AI starts at measurement—because that’s where bias begins.

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

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

Personal reflections on preserving knowledge in a world shaped by impermanence.

From FAIR to FAIR²: Raising the Bar for Scientific Data Practice

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Sean Hill @wakesleep.bsky.social · Apr 25

From FAIR to FAIR²: Raising the Bar for Scientific Data Practice
open.substack.com/pub/senscien...

Turning Principles into Practice for Reusable, Reproducible, AI-Ready Data

FAIR in principle—but failing in scientific practice

Sean Hill @wakesleep.bsky.social · Apr 22

How can we make scientific data truly reusable—not just someday, but now?
It’s one of the most urgent questions in research.
FAIR isn’t enough. We need data that works—today and into the future.

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

FAIR² goes beyond FAIR—turning principles into practice so data can be cited, reused, trusted, and sustained for science and AI.

Data Sharing Is Hard—FAIR² Is Here to Help

Sean Hill @wakesleep.bsky.social · Apr 1

Sharing your data shouldn’t feel like a second job. FAIR² Data Management helps turn your dataset into a citable, AI-ready, reusable resource—without the hassle.

Join the pilot: frontiersin.org/about/fair-d...

#FAIR2 #OpenScience #DataSharing #AIReady #FAIRData

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

Why sharing your data feels hard—and how FAIR² Data Management helps you actually do it.

Reposted by Sean Hill

Dr Angel Borja @drangelborja.bsky.social · Mar 31

Happy having the first paper published by this data management!
www.frontiersin.org/journals/oce...