Transparency, Accountability and Traceability

Covers the normative obligations to disclose information about systems and their decisions, to establish who answers for outcomes, and to make the path from a decision back to its source traceable. Excludes interpretability techniques, which belong to 11.4, data documentation and provenance, which belong to 6.4, and the rules of legal liability, which belong to 14.8.

• 6.4 Quality, Documentation and Provenance
• 11.4 Interpretability and Model Reverse-Engineering
• 14.8 Legal Liability, Redress and Post-Deployment Monitoring

• 12.1 Dignity and Human Agency
• 12.2 Algorithmic Fairness and Non-Discrimination
• 12.4 Psychological, Cognitive and Social Impact
• 12.5 Democratic Space and Freedom of Expression
• 12.6 Cultural Diversity, Linguistic Inclusion and Accessibility
• 12.7 Children, Affected Groups, and Local and Indigenous Knowledge