https://taxonomy.eticas.ai/risk/transparency-explainability-group
Risks from stakeholders being unable to understand why the system produces specific outputs.
| Framework | Concept |
|---|---|
| NIST AI Risk Management Framework (AI 100-1) | Explainable & Interpretable |
| Framework | Concept |
|---|---|
| MIT AI Risk Repository | Lack of transparency or interpretability |
| W3C Data Privacy Vocabulary — AI Extension | Explainability Risk |
| IBM AI Risk Atlas | Output → Explainability |