Reliability
AIGP glossary · Last reviewed: · By Victor Humenhuk (AIGP certified)
Reliability - Consistent, correct performance over time and across real-world conditions.
In the AIGP body of knowledge, Reliability comes up under Module 8: AI Governance Vocabulary.
Reliability in context
- Testing is continuous, risk-tailored and documented - test for ==accuracy, robustness, reliability, privacy, interpretability, safety, security and bias==. (Testing and Validation)
- Audits assess performance, reliability and safety; in production, run an inventory with risk scores and a ==champion vs challenger== model. (Metrics, Thresholds, Audits and Monitoring)
- Three assessment lanes keep an ageing model in check: ==performance, reliability and safety==. (Periodic assessment - performance, reliability, safety)
Where Reliability is covered in the AIGP study notes
Related terms
- Fairness
- Safety
- Robustness
- Fail-safe plans
- Model card
- System card
- Watermarking
- Automated decision-making (ADM)
- Open-source software
Test yourself on Reliability
Recognising a definition is not the same as applying it in an exam scenario. Work through the free AIGP practice questions, or read the full AIGP study guide - every study note is free.