Testing Techniques for AI Solutions AAIA Practice Questions (Page 8)

Questions 36–40

1. 36foundation · easy

   When should regression testing be performed?

   • AOnly once before initial deployment
   • BOnly when performance issues are reported
   • COnly when security vulnerabilities are found
   • DAfter any change to the model, data, or code
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2. 37foundation · easy

   Which testing technique would you use to assess whether an AI hiring tool gives equal pass rates to candidates of different genders?

   • ASecurity testing
   • BPerformance testing
   • CBias and fairness testing
   • DFunctional testing
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4. 38foundation · easy

   Which of the following is an example of a functional test for an AI solution?

   • AInjecting adversarial perturbations into inputs to see if the model fails
   • BReviewing the model's decision explanations for a sample of cases
   • CSubmitting a test input and verifying that the output matches the expected result
   • DMeasuring the CPU and memory usage during inference
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5. 39foundation · easy

   Which of the following is an example of an explainability test?

   • AReviewing feature importance scores for a sample of predictions
   • BComparing model outputs across demographic groups
   • CInjecting adversarial examples to see if the model fails
   • DMeasuring the model's response time under load
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6. 40foundation · easy

   Which of the following best describes the scope of testing techniques for AI solutions?

   • ATesting only the model's accuracy on a held-out test set
   • BTesting only the user interface and user experience of the AI application
   • CTesting only the security aspects to prevent adversarial attacks
   • DTesting the model, data, and system integration to ensure quality and reliability
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