An AI Transparency Report is a comprehensive document that details how an AI system functions, including decision-making processes, data sources, and potential impacts. It aims to promote accountability, help stakeholders understand the system's behavior, and identify ethical or safety concerns. These reports support responsible AI deployment by encouraging openness and informed oversight.