Beyond Simulations: What 20,000 Real Conversations Reveal About Mental Health AI Safety

Caitlin A. Stamatis, Jonah Meyerhoff, Richard Zhang +3

Mental-health AI safety is typically evaluated with small, simulation-based benchmarks that may not reflect the linguistic and contextual diversity of deployment. We pair four benc…