adhit-r/fairmind

OECD AI Risk Framework Integration

Aperta

#151 aperta il 21 mar 2026

 (0 commenti) (0 reazioni) (0 assegnatari)Python (12 fork)auto 404
ai/mlenhancementhelp wantedsecurity

Metriche repository

Star
 (9 stelle)
Metriche merge PR
 (Metriche PR in attesa)

Descrizione

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

Guida contributor