OPEN-SOURCE INTELLIGENCE APPLICATIONS IN REAL-TIME GEOPOLITICAL ANALYSIS: A DATA-DRIVEN APPROACH
The findings indicated that data-driven OSINT dashboards represent a significant step toward democratizing geopolitical intelligence, though persistent challenges related to data provenance, AI-generated content reliability, source opacity, and the absence of structured validation frameworks remain critical limitations...