A new paper on arXiv introduces a method to determine if a preference relation exists that yields a specific labeling in argumentation frameworks. This inverse problem helps researchers elicit preferences and improve explainability. The study analyzes four widely used preference-based reductions. Practitioners can now verify if desired argument outcomes are mathematically possible under specific constraints.