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Catalog health ≠ data health. A DataHub agent that A/B-audits metadata vs SQL freshness on nyc-taxi, proves silent staleness, then writes Incidents, Documents, and tags back into the graph.
AI coaches clinical prior auth locally. Midnight only learns AUTHORIZED or DENIED, never the chart. Rational privacy for healthcare.
