Welcome to the FAIR² Pulse
The Data Foundation for AI, Scientific Discovery, and Responsible Innovation
Most research data is inaccessible, fragmented, or lost, creating barriers to discovery. At Senscience, we believe that data should be more than just stored—it should be structured, reusable, and AI-ready, fueling breakthroughs across disciplines.
📡 What is FAIR² Pulse?
FAIR² Pulse is your hub for exploring the future of AI-driven data management, open science, and reproducible research. Here, we share:
• Insights on FAIR² Data Management and AI-powered data structuring
• Case studies on making research more accessible, reusable, and impactful
• FAIR² Data Articles and AI-generated podcasts to showcase real-world applications
• Thought-provoking discussions on Responsible AI, reproducibility, and the future of scientific data
🚀 Join the FAIR² Pilot with Frontiers
Frontiers has recently launched the FAIR² Data Management pilot, making it easier than ever for researchers to structure and share their data. During this pilot phase, researchers can publish AI-ready data articles with waived fees, ensuring their work is reusable, citable, and impactful.
What is FAIR²?
The FAIR² specification extends the FAIR (Findable, Accessible, Interoperable, Reusable) principles to ensure research data is not only machine-actionable but also AI-ready and responsible.
FAIR² makes data:
🔹 AI-Ready – Structured for seamless integration with machine learning and computational models
🔹 Responsible AI-Aligned – Ensuring transparency, provenance, and ethical data use
🔹 Context-Rich – Capturing detailed metadata, methodology, and relationships for reproducibility
🔹 Reusable at Scale – Designed for long-term accessibility and cross-disciplinary impact
By providing a standardized framework for AI-driven science, FAIR² helps researchers, industries, and policymakers unlock the full potential of data-driven discovery.
📖 Learn more at fair2.ai.
🔗 Stay Connected
By subscribing, you’ll gain access to cutting-edge ideas, expert insights, and practical solutions for transforming research data into an engine for discovery.
Be part of the movement to make research data FAIR². Subscribe now. #FAIR2 #AIforScience #OpenScience