AI auditing / bias mitigationbias mitigation in AI systemsParticipation documented

MAMMOth

Thessaloniki, Greece

Project documentation and associated publications describe stakeholder engagement and co-creation activities with civil-society actors and vulnerable or underrepresented groups around bias evaluation and mitigation.

fairnessbias mitigationstakeholder engagementproblem formulationauditingmodel evaluationgovernance
Overview
Region
Europe
Lead organization
MAMMOth Consortium
Organization type
research consortium
Technology group
auditing / risk assessment
Activity status
completed
Start year
2022
Last updated
Mar 25, 2026
Participation documentation
Participation mode
civil-society workshops + co-creation for bias mitigation
Participants
civil society organizations; underrepresented groups; researchers; developers
Methods
co-creation workshops; stakeholder engagement; training materials; collaborative evaluation
AI lifecycle stages
problem formulation; auditing; model evaluation; governance
Evidence summary
Project documentation and associated publications describe stakeholder engagement and co-creation activities with civil-society actors and vulnerable or underrepresented groups around bias evaluation and mitigation.
Atlas assessment
Cautious · Medium confidence · evidence grade A
Uncertainty
Public evidence shows real stakeholder workshops and civil-society involvement, but direct affected-community power over the technical agenda is not fully clear.
Project details
Participation group
Participatory Governance
Technology description
auditing / risk assessment
Funding
Not documented
Region of activity
international
Verification status
Live Verified

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