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Frontiers, an open-science publisher, has launched FAIR² Data Management, an AI-powered service designed to address the fact that approximately 90% of scientific data never gets reused to drive new discoveries. The platform automates data curation, compliance checking, and formatting – tasks that previously took months – to make research datasets properly preserved, citable, and reusable by both humans and AI systems. Out of every 100 datasets created, about 80 remain in labs and only one typically leads to new findings, a bottleneck that delays advances in fields like cancer treatment and climate research. The service has completed pilot projects spanning COVID variants, brain injury research, climate indicators, and biodiversity, with researchers noting that it could accelerate scientific progress while ensuring data creators receive proper credit for their work.
Source: https://www.frontiersin.org/news/2025/10/13/90-of-science-is-lost-frontiers-revolutionary-ai-powered-service-transforms
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Discussion forums: AI: Frontiers: 90% of Science Is Lost: Frontiers' revolutionary AI-powered service transforms data sharing to deliver breakthroughs faster
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