South Africa's withdrawn AI policy: a lesson in citations
AI-ready data
The dated record of South Africa's withdrawn draft AI policy, and the citation checks that stop invented references reaching a public draft.
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Recent guides
Which metadata fields matter for AI retrieval
AI-ready data
The metadata fields that let an AI knowledge base filter the right sources and trace every answer to a page or row.
How to build a source-linked evidence table for a report
Traceability
The working table between your sources and your draft: one evidence item per row, each linked to its source, claim and finding.