Vulnerable Populations

Protect vulnerable populations in AI research. Learn the Common Rule list (children, prisoners, pregnant people, decisionally-impaired adults), additional safeguards required, child-research ethics under COPPA and the UK Age-Appropriate Design Code, prisoner protections, decisionally-impaired adult protections, the proxy-consent question, and the canonical refusal-to-research patterns when safeguards cannot be met.