A new dataset called Persona Atlas maps the cognitive patterns of historical figures using LLMs. Researchers analyzed how different personas approach problem-solving and logic. The study reveals distinct linguistic markers for specific intellectual styles. This provides a framework for developers to build more authentic, specialized personality profiles in agentic workflows.