ai/mlenhancementhelp wantedsecurity
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Beschreibung
Description
Implement OECD AI Principles alignment into FairMind's risk and compliance engine. This consolidates the previous OECD issues (#67-74) into a single tracked effort.
Scope
- Risk register — structured storage for identified AI risks, mapped to OECD principles
- Automated risk analysis — scoring engine that evaluates models against OECD dimensions (transparency, accountability, robustness, fairness, safety)
- Cross-border risk assessment — flag regulatory differences across jurisdictions
- Risk analytics and reporting — dashboard visualizations and exportable reports
- API endpoints — backend services for risk CRUD, scoring, and report generation
- Testing — unit and integration tests for scoring logic and API
- Documentation — contributor guide for extending the framework
Context
Overlaps with #149 (AI Risk - IBM/MIT integration). The OECD framework should be implemented as an additional taxonomy within the same risk assessment architecture, not a parallel system.
Previous Issues
Consolidates: #67, #68, #69, #70, #71, #72, #73, #74