Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation (Extended Abstract). - Declan Grabb; Max Lamparth; Nina Vasan (AIES (1), 2024)

Risks from Language Models for Automated Mental Healthcare: Ethics and Structure for Implementation. - Declan Grabb; Max Lamparth; Nina Vasan (CoRR, 2024)

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers. - Jared Moore; Declan Grabb; William Agnew; Kevin Klyman; Stevie Chancellor; Desmond C. Ong; Nick Haber (FAccT, 2025)

Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare. - Max Lamparth; Declan Grabb; Amy Franks; Scott Gershan; Kaitlyn N. Kunstman; Aaron Lulla; Monika Drummond Roots; Manu Sharma; Aryan Shrivastava; Nina Vasan; Colleen Waickman (CoRR, 2025)

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. - Shaona Ghosh; Heather Frase; Adina Williams; Sarah Luger; Paul Röttger; Fazl Barez; Sean McGregor; Kenneth Fricklas; Mala Kumar; Quentin Feuillade–Montixi; Kurt Bollacker; Felix Friedrich; et al. (CoRR, 2025)