2 papers
cs.CY2026
Sources of Truth: A Multi-Platform, Multilingual Audit of Citations in AI Mental Health Information Queries
Phuong Anh Nguyen, Jill Noorily, Matthew Flathers +7
Online health information seeking is shifting from keyword search, where users consider a ranked list of links, to conversational systems that compose a single answer and curate it…
cs.CL2026
HealthBench-Psych: A Mental Health Subset of OpenAI's HealthBench
Matthew Flathers, Phuong Anh Nguyen, Jill Noorily +7
General-purpose health benchmarks increasingly anchor claims about LLM medical performance, but they are not always resolved by clinical specialty, making domain-specific performan…