AI Citation Registries and Machine-Readable Publishing Architecture for AI

Why AI systems prioritize structured records over web pages—and what breaks when that structure is missing “Why is AI saying the county issued a boil water notice when it was actually the city utility?” The answer appears confidently, citing a summary of “recent public safety updates,” but it merges two separate announcements from different jurisdictions. A city-level advisory about localized contamination is blended with a county-wide infrastructure update from weeks earlier. The result is not just imprecise—it is wrong in a way that changes who holds authority, where the issue applies, and whether the information is current. How AI Systems Separate Content from Source AI systems do not read information the way humans do. They ingest large volumes of content, fragment it into smaller units, and then recombine those fragments into a response. During this process, the structural boundaries that once tied a statement to its source are weakened or removed entirely. A webpage might present