The CIA's World Factbook has become an unexpected proving ground for AI-powered data analysis, revealing both the promise and limitations of applying language models to structured intelligence data. Researchers are using this public dataset to develop techniques that could transform intelligence analysis while highlighting critical challenges in AI reliability and verification.