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OECD AI Risk Framework Integration #151

@adhit-r

Description

@adhit-r

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

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    ai/mlAI and machine learning featuresenhancementNew feature or requesthelp wantedExtra attention is neededsecuritySecurity related tasks

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