Beyond Open-Source Intelligence: How DARPA’s Novel Signals Initiative Could Transform AI-Powered Geopolitical Forecasting

Strategic Context: The Race for Predictive Intelligence Beyond the Data Wall For over a decade, artificial intelligence has transformed intelligence analysis by extracting patterns from vast repositories of news articles, satellite imagery, government reports, financial transactions, and social media. These advances have dramatically improved the speed of information processing, yet they have exposed a fundamental…