@hardmaru
We recently worked with The Yomiuri Shimbun to analyze more than a million social media posts to map out state-sponsored information campaigns. https://t.co/fBQQLg1glS Keyword searches are fragile for modern OSINT. To fix this, our team used an ensemble of different LLMs combined with our Novelty Search algorithm to extract underlying narratives purely from context. (e.g., The system successfully mapped posts demanding "a politician retract a statement" to the broader, hidden narrative of "Taiwan interference"). The system clusters these granular narratives hierarchically and generates testable hypotheses, citing specific evidence. Human journalists took the AI-generated hypotheses, interviewed real-world government sources, and verified the timeline of the coordinated campaign our system uncovered. Fascinating look at human-AI collaboration for intelligence analysis.