Test Monitoring and Test Control with Generative AI CT-GENAI Practice Questions (Page 5)

Questions 21–24

1. 21expert · hard

   A GenAI anomaly detection tool flags a series of test failures that occur only on a specific test environment. The failures are intermittent and do not appear in other environments. The team suspects an environment issue, but the tool also flags a pattern in the application code. What should the team do?

   • AInvestigate both the environment and the code pattern to determine the root cause.
   • BDisable anomaly detection for that environment.
   • CAssume it is a code issue and fix the code immediately.
   • DAssume it is an environment issue and ignore the code pattern.
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2. 22expert · hard

   A QA team is using GenAI to monitor test execution across multiple environments. They notice that the GenAI tool is generating a high number of false positives, flagging normal variations as anomalies. The team wants to reduce false positives without losing real anomaly detection. What is the best approach?

   • AProvide more context to the GenAI tool, such as environment-specific baselines.
   • BDisable anomaly detection and rely on manual monitoring.
   • CIgnore the false positives and focus only on confirmed failures.
   • DIncrease the sensitivity of the anomaly detection algorithm.
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4. 23foundation · easy

   How can GenAI assist in test control decisions?

   • ABy writing the final test report without any human review
   • BBy automatically executing test cases without human involvement
   • CBy replacing the test manager's role in making decisions
   • DBy analyzing monitoring data to recommend adjustments to test scope or resource allocation
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5. 24application · medium

   A GenAI tool recommends stopping a test cycle early because it predicts no more defects will be found. The test manager has observed that the tool's predictions have been inaccurate in the past. What should the test manager do?

   • AStop the test cycle as recommended to save time and resources.
   • BIgnore the recommendation and continue testing without any changes.
   • CAsk GenAI to provide a more detailed report before deciding.
   • DOverride the recommendation and continue testing, documenting the reason.
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