When AI Ranks Data Sources: Why Structured Signals Become Necessary

The article explains how AI systems prioritize information based on available signals, emphasizing the necessity of structured records to strengthen authoritative signals. An example of a water contamination advisory highlights how AI can present outdated and incorrect information, causing public confusion about a real safety issue.