https://taxonomy.eticas.ai/risk/reliability-output-quality
Risks including hallucinations, output inconsistency, model drift, and out-of-distribution failures that undermine the dependability and trustworthiness of system outputs.
| Framework | Reference |
|---|---|
| AIUC-1 — AI Underwriting Company Standard | Prevent hallucinated outputs |
| NIST AI 600-1 — Generative AI Risk Profile | Confabulation |
| NIST AI Risk Management Framework (AI 100-1) | Valid & Reliable |
| Framework | Reference |
|---|---|
| IBM AI Risk Atlas | Output → Robustness |