How Should Students Document AI Usage in Academic Work?

LMU Munich's Institute of Statistics published guidelines requiring students to document AI tool usage in academic work through a dedicated section detailing which tools were used, where they were applied, and how extensively outputs were revised. The guidelines define a spectrum of appropriate versus inappropriate AI use, permitting tasks like linguistic correction and programming support while prohibiting uncritical adoption of AI-generated content without genuine understanding.