
Striking the right balance: Opportunities and challenges of AI in metadata workflows
AI can enhance metadata work—but only with care. Learn how libraries can balance innovation with quality and ethical practice.
Read Morethe OCLC Research blog
AI can enhance metadata work—but only with care. Learn how libraries can balance innovation with quality and ethical practice.
Read MoreCan AI help to manage institutional repository metadata? From improving deposit workflows to cleaning up legacy data, explore how AI might support IRs while keeping human expertise front and center.
Read MoreLearn how archives and special collections are exploring using AI responsibly to meet accessibility requirements and improve access to unique resources.
Read MoreFacing cataloging backlogs, legacy metadata issues, and language challenges, libraries are exploring how AI may offer practical support—while keeping human expertise central.
Read MoreDescubra cómo OCLC utiliza la IA para acelerar la deduplicación en WorldCat, combinando Aprendizaje Automático con supervisión humana. Este enfoque híbrido mejora la calidad de los metadatos en distintos idiomas y colecciones, garantizando una innovación responsable en la catalogación bibliotecaria.
Read MoreOntdek hoe OCLC AI inzet om het ontdubbelen in WorldCat te versnellen, zonder de zorg en expertise van catalogiseerders te verliezen. Een hybride aanpak combineert machine learning met menselijke controle, verbetert metadata en zorgt voor verantwoorde innovatie in bibliotheekcatalogi.
Read MoreDiscover how OCLC uses AI to accelerate WorldCat de-duplication while preserving catalogers’ care and expertise. Learn how a hybrid approach blends machine learning with human oversight to improve metadata quality across languages and collections, ensuring responsible innovation in library cataloging.
Read MoreDiscover how an OCLC RLP working group is exploring the power of AI to streamline workflows, tackle backlogs, and enhance collection descriptions. This work includes exploring key challenges, best practices, and ethical approaches to integrating AI into metadata management.
Read MoreOCLC RLP convenings illuminate how UK and Irish libraries are reimagining descriptive workflows to create welcoming spaces for all users.
Read MoreIn a OCLC RLP Products Insights session, metadata experts met to explore challenges, options and potential future scenarios for linked data in library workflows with an eye to improving metadata operations.
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