Jared Moore

Titles as the sources gave them. In 1 entry, with 3 checked quotations.

What they said

Newest first. Each quotation was found word for word in the source.

“conventional benchmarks that primarily rely on static datasets cannot establish chatbot safety, and novel simulation methods need validation.”
Open Problems in Chatbots and Mental HealtharXiv, November 7, 2026. Speaking as: Other. The authors' abstract, giving an example of a tractable problem in controlled evaluation of chatbots.
“better benchmark performance does not necessarily make a system safer or prove that it will improve well-being.”
Open Problems in Chatbots and Mental HealtharXiv, November 7, 2026. Speaking as: Other. Opening of the paper's section on controlled evaluation.
“Despite these harms, researchers do not yet know the prevalence or causal effects of chatbot use on mental health.”
Open Problems in Chatbots and Mental HealtharXiv, November 7, 2026. Speaking as: Other. From the introduction, after noting reported delusional spirals, crises and suicide linked to chatbot use.

In the Base

Every entry they appear in.

  1. ResearcharXivWrote it

    Open Problems in Chatbots and Mental Health

    An 11-author team from Stanford, Chicago, Carnegie Mellon and other universities sets out open problems in how general-purpose chatbots affect mental health: controlled evaluation, real-world evidence and policy. The commentary offers 12 recommendations and 12 open questions, not new experiments.