@inproceedings{foltz-etal-2026-principled, title = "Principled Approaches to Building {AI} Partners for Assessing and Supporting Small-Group Collaboration", author = "Foltz, Peter W and Chandler, Chelsea and Ko, Mon-Lin Monica", 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.45/", pages = "350--357", ISBN = "979-8-9983004-1-7" }