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KNOWLEDGE-GRAPHS-FOR-AI4 MIN READ

Sort AI Graph Risks

Classify common graph-backed AI risks into governance, mapping, measurement, and management responses.

Sort each graph-backed AI risk by the response it primarily needs. Govern Map Measure Manage No owner approves new sensitive edge types Unknown users for supplier-risk assistant No metric for stale entity links No quarantine path for invalid SHACL results Unclear policy for HR graph traversal No documented high-impact use cases No test set for multi-hop answers No rollback when ingestion creates duplicate entities

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