A new paper on arXiv addresses the PAF inverse problem by determining if a preference relation can yield a specific labeling. Researchers analyzed four widely used frameworks to evaluate this possibility. This technical finding aids preference elicitation and explainability. Practitioners can now better determine if desired argument outcomes are mathematically achievable via specific preference settings.