AI Citation Registry

2 items

DOCDEV.to AI·27d ago

AI Citation Registry: Procurement Barriers for Structured Data System Adoption

The text describes the AI Citation Registry, a machine-readable system enabling AI to identify authoritative sources and attribute information reliably, particularly for government agencies. It highlights procurement barriers, as new structured publishing layers must integrate into complex existing city and county communication environments.

structured data AI Citation Registry Information Systems government

ARTICLEDEV.to AI·4/13/2026

Why Schema Alone Fails for AI Attribution

Schema markup alone is insufficient for reliable AI attribution due to inconsistencies, varied implementations, and the need for AI systems to interpret it, which introduces ambiguity. An AI Citation Registry is proposed as a machine-readable publishing system to reliably identify authoritative sources and ensure clear provenance and timestamps.

Metadata provenance AI Citation Registry schema markup