@inproceedings{runyon-2026-score, title = "Same Score, Same Meaning? Generative {AI}, Automated Scoring, and the Validity of Score Interpretations", author = "Runyon, Christopher", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Full Papers", month = oct, year = "2026", address = "Wyndham Grand Pittsburgh Downtown, Pittsburgh, Pennsylvania, United States", publisher = "National Council on Measurement in Education (NCME)", url = "https://aclanthology.org/2026.aimecon-main.77/", pages = "681--687", ISBN = "979-8-9983004-0-0" }