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Global Behaviour Anchors: How the OSC Is Building a Vector-Based, Expert-Validated Skills Ontology

The Open Skills Consortium has published a research work-in-progress for a globally interoperable, vector-based skills ontology. It combines observable Behaviour Anchors, a versioned Knowledge Graph, multilingual embeddings, expert validation, and GraphRAG-enabled queries. The aim is to compare competencies not merely by linguistic similarity, but contextually, transparently, and on the basis of concrete evidence. The scientific context is important: the individual components are supported by peer-reviewed research. However, the specific OSC architecture has not yet been validated worldwide as an integrated system. The next step is therefore a structured expert review involving international pilot partners.

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