Sean Hill

Founder and CEO @Senscience, Neuroscientist, Professor -

[Frontiers @FrontiersIn]

FAIR² helps streamline data preparation and curation, making it easier to publish high-quality datasets while researchers remain in control of their work.

✔ Dataset-centric
✔ Peer-reviewed and citable
✔ AI-ready

Make your data count ▶️ https://t.co/s3kz5z5gxt

[Frontiers @FrontiersIn]

What does it take to move from FAIR principles to FAIR² in practice?

Join us for a live webinar exploring how FAIR² Data Management is transforming the way research data is shared and cited.

📅 2 June 2026
09:00–10:30 CEST | 15:00–16:30 CEST
💻 Online via Zoom

Register ⬇️

[Frontiers @FrontiersIn]

Too much valuable research data goes unused.

FAIR² transforms datasets into discoverable, citable, and reusable research outputs built for long-term impact.

Make your data count ➡️https://t.co/XPuTXZsDgx

[Frontiers @FrontiersIn]

Heading to #BiblioCon2026 in Berlin? Join Frontiers & ZBMed on 21 May, 12:45, Room VIII.

We’re reflecting on 3 years of Germany’s fully open access national consortium & previewing FAIR², our new AI-powered research data platform. ⬇️

#OpenScience #ResearchData #OpenAccess

[Garry Tan @garrytan]

Science needs open source and open data now more than ever

[Frontiers @FrontiersIn]

Meet Frontiers at #BiblioCon2026

From 19–22 May, we’ll be in Berlin connecting with librarians, publishers, and research institutions across the DACH region to discuss open access, institutional partnerships, and FAIR² capabilities. ⬇️

#OpenAccess #OpenScience

[Frontiers @FrontiersIn]

Coming soon: Neuroscience Data in Frontiers in Neuroscience.

A new home for FAIR² Data Articles featuring peer-reviewed, citable, interoperable, and AI-ready neuroscience datasets.

Learn more about FAIR² Data Management ➡️ https://t.co/XPuTXZsDgx

[Frontiers @FrontiersIn]

Join Frontiers for an interactive webinar exploring how FAIR² Data Management is transforming the way research data is shared, cited, and reused.

• 2 June 2026 | 09:00 – 10:30 CEST
• 2 June 2026 | 15:00 – 16:30 CEST

Online via Zoom

Register now ⬇️

[Frontiers @FrontiersIn]

How does FAIR² Data Management work?

From submission to publication, your data is curated, structured, and turned into a citable, reusable research output.

🔗 https://t.co/NoYeWFtgGu

[Frontiers @FrontiersIn]

Your data can become more than supplementary material.

FAIR² transforms datasets into structured, interactive, AI-ready research outputs designed for reuse, discovery, and impact.

Explore FAIR²➡️
https://t.co/NoYeWFtgGu

[Sean Hill @wake_sleep]

The Dataset Needs its own Paper https://t.co/MrViJit2mO

[Temerty Centre for AI in Medicine (T-CAIREM) @UofT_TCAIREM]

T-CAIREM members Laura Sikstrom, Sean Hill (@wake_sleep), and Marta Maslej published "Fairness analysis of machine learning (#ML) predictions of aggression in acute #psychiatric care," in @NPJ Digital Health!

https://t.co/X82l6Zn19r

#MedTwitter #AImedicine #AI #HealthAI

[Anthropic @AnthropicAI]

New Anthropic research: Emotion concepts and their function in a large language model.

All LLMs sometimes act like they have emotions. But why? We found internal representations of emotion concepts that can drive Claude’s behavior, sometimes in surprising ways.

[Senscience @senscience]

Seeing Atolls as a System: Inside the First Fully Integrated Indo-Pacific Atoll Dataset https://t.co/ukUApUQV3q

[Senscience @senscience]

From Trash to Trajectories: Linking Waste, Emissions, and Development in a Single Global System https://t.co/p7MmJbWUyd

[Science Magazine @ScienceMagazine]

You don’t need a brain to benefit from a good night of sleep. Despite lacking a central nervous system, jellyfish and sea anemones have sleep patterns remarkably similar to those of humans, researchers report.

Learn more: https://t.co/4mUggpVP0x @NewsfromScience

[Frontiers @FrontiersIn]

New FAIR² Data Article https://t.co/RRq1efJWie and Data Portal https://t.co/LuAb573wXW on brain diffusivity after controlled cortical impact. A fully FAIR²-compliant, AI-ready dataset to advance neurotrauma research.

#FAIRData #FAIRSquared #Neurology

[Senscience @senscience]

🧠 New FAIR² multi-site #TBI diffusion MRI dataset (343 scans, 4 sites) from Kislik et al.
📄 Archived: https://t.co/PUtDUsiO2X
🔗 FAIR² portal: https://t.co/GAwAQab8Jb
📘 Article: https://t.co/4tzXx0L8Xb #FAIRdata #DiffusionMRI #TBI #Neuroimaging #PreclinicalModels #OpenScience #MachineLearning #ODCTBI

[Sean Hill @wake_sleep]

@MarkHahnel Totally agree that FAIR for machines is essential. With FAIR², we’re focused on making FAIR work exceptionally for both humans and machines. I believe human understanding and machine interoperability together create the strongest collaboration.

[Eric Topol @EricTopol]

Why we need big time investment in A.I. for accelerating science. New @ScienceMagazine editorial https://t.co/G2mMvHQwhQ