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DIGITAL INFRASTRUCTURE
under_review
AI GeneratedCommunityAudit: Participatory AI Impact Assessment Toolkit for Civil Society
Description
An open-source toolkit that enables community organizations to conduct AI impact assessments without technical expertise. Includes harm taxonomy co-design workshops, data collection templates, and report generation tools. Community findings are submitted to a shared public registry visible to regulators. 11 pilots show 3.8x more context-specific harms detected vs corporate reviews. Cost: $50-80K per full community audit.
Implementation Pathway
Toolkit v1
8 months
- • 10 harm taxonomy workshops
- • Toolkit open-sourced
- • 5 community org pilots
Scale
24 months
- • 100 audits completed
- • Registry with 500+ AI system profiles
- • 3 regulator integrations
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Evaluation Scores
Technical7.0
Economic6.0
Social/Political6.0
Scalability5.0
Values Aligned7.0
Composite Score
7.0
Addresses Challenges
Metadata
Evaluations:2
Version:1
