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Preview of Testing and Validation for AI Systems: More Than Accuracy

Testing and Validation for AI Systems: More Than Accuracy

Every AI project needs testing — but the test plan looks nothing like traditional software QA. The NIST AI RMF TEVV framework requires testing across five dimensions: accuracy, fairness, robustness, safety, and explainability. A system can pass every conventional test and still discriminate.

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