https://taxonomy.eticas.ai/risk/output-inconsistency
Maturity: established
Inconsistent results across similar inputs and contexts, undermining reproducibility and user trust.
System type: ADM and LLM systems
Lifecycle stages: In Processing, Post Processing
| Framework | Reference |
|---|---|
| AIUC-1 — AI Underwriting Company Standard | Prevent hallucinated outputs |
| NIST AI Risk Management Framework (AI 100-1) | Valid & Reliable (consistency) |