Knowledge Cards Bring Structured, Auditable Knowledge to AI Systems

Summary

The paper proposes Knowledge Cards, expert-reviewed artefacts that capture the concepts, relationships, reasoning, validity conditions, and provenance AI systems need to support consequential decisions. Prototype cards have been created in energy and pharmaceutical settings, with a public draft schema released for community feedback.