The AI Fact Checker for Geography at Outlier is responsible for verifying geographical data and ensuring the accuracy of information used in AI models. This role involves analyzing geographical datasets, identifying discrepancies, and collaborating with the AI development team to enhance the quality of geographic information. The position is crucial for maintaining the integrity of AI outputs and supporting the company's commitment to data accuracy.