@inproceedings{sneiderman-2026-safety, title = "A Safety-Engineered Consumer Mental-Health Assistant: A Deployment Case Report on Retrieval-First Grounding, Release Gates, and the Non-Clinical Boundary", author = "Sneiderman, Robert", editor = "Atwell, Katherine and Borah, Angana and Dementieva, Daryna and Kreiss, Elisa and Kotonya, Neema and Liu, Jiarui and Olson, Liz and Wan, Ruyuan and Zhao, Jieyu", booktitle = "Proceedings of the Fifth Workshop on {NLP} for Positive Impact ({NLP}4{PI})", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.nlp4pi-1.2/", pages = "17--21", ISBN = "979-8-89176-495-8" }