Participatory auditing / online governancecontent moderation / auditingParticipation documented
ORES-Inspect
San Francisco, United States
ORES-Inspect is an open-source tool designed so Wikipedians can inspect and audit ORES predictions.
participatory governancevalue-sensitive designhuman-centered designauditingevaluationgovernance
- Region
- Global
- Lead organization
- Wikimedia research collaborators
- Organization type
- nonprofit / research collaboration
- Technology group
- ML audit interface
- Activity status
- active
- Start year
- 2021
- Last updated
- Mar 25, 2026
- Participation mode
- participatory audit tool
- Participants
- Wikipedia editors and auditors
- Methods
- interface probes; audit tasks; community feedback
- AI lifecycle stages
- auditing; evaluation; governance
- Evidence summary
- ORES-Inspect is an open-source tool designed so Wikipedians can inspect and audit ORES predictions.
- 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
- ML audit interface
- Funding
- Not documented
- Region of activity
- global
- Verification status
- Live Verified
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