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        <title>How We Prepared HIFLD for the Singularity ~ Jeremy Herzog</title>
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        <description>When HIFLD Open was taken offline in 2025, a community-driven effort launched to restore its 400+ critical data layers. As automata increasingly navigate systems for users, they prioritize what is structured and callable, ignoring the rest. This talk explores how HIFLD was prepared for this agent driven future: minimizing entropy, formalizing interfaces, and leveraging OpenStreetMap as a pivotal foundation for durable, machine-ready infrastructure data. Originally published by OSM US under a CC license: https://youtube.com/watch?v=2TuLgsIf1p8</description>
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