Test Objectives and Acceptance Criteria CT-AI Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A hospital is deploying an AI system to predict patient readmission risk. The clinical staff need to trust the system's recommendations, and the hospital administration requires that the system not increase the overall readmission rate. The test lead must define test objectives. Which objective best addresses the conflicting needs of trust and performance?

   • AValidate that the system's predictions are based on at least 50 clinical features.
   • BEnsure the system's predictions are consistent with the hospital's historical discharge decisions.
   • CConfirm that the system's predictions are made within 5 seconds of patient data entry.
   • DVerify that the system's predictions are explainable to clinicians and that the readmission rate for patients flagged as high-risk is lower than the baseline readmission rate.
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2. 2foundation · easy

   Which element is typically included in a structured document of test objectives and acceptance criteria for an AI system?

   • AThe marketing strategy for the AI product
   • BA unique identifier for each objective and criterion to support traceability
   • CThe personal opinions of the test team about the system
   • DThe source code of the AI model
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4. 3foundation · easy

   Which AI-specific quality characteristic is most directly associated with the test objective 'ensure the model's predictions are not biased against any demographic group'?

   • ARobustness
   • BCorrectness
   • CFairness
   • DTransparency
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5. 4application · medium

   A team is documenting test objectives and acceptance criteria for an AI chatbot. They need to ensure traceability from stakeholder requirements to test cases. Which documentation approach best supports this traceability?

   • AWrite test objectives in the code comments of the AI model.
   • BCreate a traceability matrix that links each stakeholder requirement to a test objective, an acceptance criterion, and a corresponding test case.
   • CStore all test objectives and acceptance criteria in a single document without any references to requirements.
   • DUse a spreadsheet that lists only the test case names and their expected results.
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6. 5application · medium

   A retail company is deploying an AI system to forecast inventory demand. The operations team needs forecasts that are accurate enough to avoid stockouts, while the finance team needs forecasts that are stable to avoid sudden changes in procurement. The test lead must define test objectives. Which objective best addresses both needs?

   • AVerify that the forecast error is below 5% for 95% of products and that week-to-week forecast changes do not exceed 10%.
   • BEnsure the forecast is always within 10% of actual demand.
   • CConfirm that the forecast is based on at least 12 months of historical data.
   • DValidate that the forecast is generated within 1 hour of data input.
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