When unsynchronized updates across platforms collapse into a single, incorrect AI-generated timeline Why is AI showing conflicting emergency times for the same city incident? A resident asks about a road closure and receives an answer that blends two versions of the same update—one from the city’s website and another from social media. The response confidently states a reopening time that was never officially issued. The website carried the full advisory with a later update, while the social post summarized an earlier version. The AI system merged both into a single narrative, producing a timeline that never existed and guidance that is now incorrect. How AI Systems Separate Content from Source AI systems do not preserve the structure of how information was originally published. They ingest fragments from multiple sources, isolate relevant language, and recombine those fragments into a single response. During this process, the relationship between a statement and its origin becomes less distinct.…