FAIR is Dead, Long Live FAIR: The Role of FAIR Principles in the AI Era

About the white paper:

AI is putting renewed pressure on a familiar challenge in Life Sciences: data needs to carry enough meaning, context, and structure to be trusted beyond its original use. As organizations across R&D, Clinical, and Bio-IT look to make data more reusable and AI-ready, FAIR principles remain highly relevant, but often misunderstood.

This white paper explores how FAIR became diluted over time, why semantics and metadata matter more than ever, and what teams need to restore the foundation for machine-actionable, interoperable, and trusted data.

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FAIR is Dead, Long Live FAIR: The Role of FAIR Principles in the AI Era

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