When critical government details exist in formats AI systems cannot reliably interpret, priority shifts to incomplete summaries A resident asks, “Why is the evacuation order missing key restrictions that the county listed?” The AI response summarizes the county’s webpage and confidently presents the guidance—but omits specific conditions that were only included in an attached PDF. The result appears complete, yet critical constraints are missing. The answer is not partially correct; it is structurally incomplete in a way that changes the meaning of the directive. How AI Systems Separate Content from Structure AI systems do not read information the way humans do. They break content into fragments, extract patterns, and recombine those fragments into a response. In this process, structured signals—such as authorship, timing, and document hierarchy—are often lost or deprioritized. When a county publishes a webpage summary alongside a detailed PDF, the two formats are not treated equally.…