Fairness Beyond Anonymization? Demographic Leakage in German LLM-Generated Resumes

Charlotte Leininger, Helena Veit, Matthias Aßenmacher +1

Large language models (LLMs) are increasingly integrated into AI-assisted hiring pipelines, including automated resume generation and screening. Under the EU AI Act, the hiring dom…