Test Monitoring and Test Control with Generative AI CT-GENAI Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A QA team is implementing GenAI-based test monitoring for a new project. They have limited historical data because the project is new. They want to use GenAI for both monitoring and predictive analysis. What is the most realistic expectation?

   • AGenAI cannot be used for monitoring or prediction on a new project.
   • BGenAI can provide both monitoring and prediction with high accuracy from the start.
   • CGenAI should be used only for reporting on a new project.
   • DGenAI can provide real-time monitoring but predictive analysis will be less reliable without historical data.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   A test team is using GenAI to support test monitoring. Which of the following is an example of data that should be collected during test execution for monitoring purposes?

   • AThe number of test cases executed and the pass/fail status of each
   • BThe preferred programming language of the test team
   • CThe names of the developers who wrote the code under test
   • DThe date of the next release planning meeting
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   During test execution, a GenAI tool flags a cluster of test failures that share an unusual error signature not seen in previous runs. What is the most appropriate next step for the test lead?

   • AAutomatically mark all flagged tests as blocked and exclude them from the report.
   • BRerun the entire test suite to see if the anomaly disappears.
   • CIgnore the anomaly because GenAI often produces false positives.
   • DInvestigate the flagged failures to determine if they share a common root cause.
   Reveal Solution Discussion Select an answer first
5. 4application · medium

   A team wants to use historical test data to predict which modules are most likely to have defects in the next release. They have past defect densities, code churn, and test coverage per module. What is the best way to leverage GenAI for this?

   • AAsk GenAI to write new test cases for all modules equally.
   • BUse GenAI to automatically fix defects in the historical data.
   • CHave GenAI generate a summary report of past test results only.
   • DFeed the historical data to GenAI to identify patterns and generate a risk-ranked list of modules.
   Reveal Solution Discussion Select an answer first
6. 5foundation · easy

   A test manager receives monitoring data showing that the defect discovery rate is significantly lower than expected in a critical module. Using GenAI to support test control, what is the most appropriate action to consider?

   • AImmediately stopping all testing and releasing the software
   • BIgnoring the data because GenAI is not reliable for such analysis
   • CAdjusting the test scope to focus more testing on that critical module
   • DIncreasing the test environment's hardware resources
   Reveal Solution Discussion Select an answer first