Technical
Validity
Confirmation that an AI system performs as designed.
Definition
The confirmation that an AI system performs as intended in its operational environment. Validity includes confirmation that the system meets its design specifications and achieves its intended outcomes.
Source
- •NIST AI RMF
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Performance of an AI System
The ability of an AI system to achieve its intended purpose....
Model Validation
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Auditability of the AI system
Capacity to evaluate algorithms, data, and design or undergo audits....
Testing in Real-World Conditions
Temporary AI testing outside laboratory conditions....