@inproceedings{nfonsang-lovelace-2026-synthetic, title = "Do Synthetic Students Thrive? Validity and Fairness of Generated Assessment Data", author = "Nfonsang, Neba and Lovelace, Temple", editor = "Wilson, Joshua and Ormerod, Christopher and Beiting-Parrish, Magdalen", booktitle = "Proceedings of the Artificial Intelligence in Measurement and Education Conference ({AIME}-Con): Works in Progress", 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-wip.57/", pages = "459--463", ISBN = "979-8-9983004-1-7" }