Participatory auditing / language modelsAI governance and trustworthy AIParticipation documented
Participatory Evaluation of Multilingual AI
Santa Cruz, United States
Lab materials describe participatory evaluation of multilingual AI, including a humanitarian case-study context.
participatory auditingaccountabilityevaluationauditingdeployment review
- Region
- Global
- Lead organization
- Multilingual AI Lab
- Organization type
- nonprofit / research collaboration
- Technology group
- AI evaluation and information integrity tools
- Activity status
- active
- Start year
- 2026
- Last updated
- Mar 25, 2026
- Participation mode
- participatory auditing + co-production
- Participants
- multilingual users; humanitarian actors; evaluators
- Methods
- participatory evaluation; multilingual testing; humanitarian case study
- AI lifecycle stages
- evaluation; auditing; deployment review
- Evidence summary
- Lab materials describe participatory evaluation of multilingual AI, including a humanitarian case-study context.
- Atlas assessment
- Core · High confidence · evidence grade A
- Uncertainty
- Public evidence indicates that stakeholders directly shaped AI design, data, deployment, evaluation, or oversight; residual uncertainty concerns the exact degree of shared decision power rather than project existence.
- Participation group
- Participatory Audit
- Technology description
- AI evaluation and information integrity tools
- Funding
- Not documented
- Region of activity
- global
- Verification status
- Mixed Verified
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