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An independent researcher deployed nearly fifty artificial intelligence agents to analyze over four hundred square miles of public lidar scan data overnight. The agents successfully flagged an unmapped Maya site featuring an elevated pyramid and plaza structure. Although an academic team had recently documented the location, the project demonstrated how automated tools can assist non specialists with complex historical discovery.