Open-source analytics have revolutionized the ability of organizations, especially U.S. government (USG) agencies, to monitor global events and respond to emerging threats. However, heavy reliance on a narrow range of publicly available information (PAI) sources has exposed critical limitations in their speed, reliability, and objectivity. These challenges, which include...