Challenges Testing Self-Learning Systems CT-AI Practice Questions (Page 2)

Questions 6–10

1. 6foundation · easy

   What is a primary benefit of using a simulation environment for testing self-learning systems?

   • AIt eliminates the need for real-world testing entirely.
   • BIt guarantees that the system will behave correctly in production.
   • CIt allows testers to control the environment and generate a wide range of scenarios safely.
   • DIt makes the system deterministic.
   Reveal Solution Discussion Select an answer first
2. 7foundation · easy

   What is a likely consequence of non-deterministic behavior for test predictability?

   • ATesters can rely on the same test case always producing the same outcome.
   • BTesters cannot be certain that a single test run reflects the system's true behavior.
   • CTesters can skip testing because the system is self-correcting.
   • DTesters can predict the exact output of the system for any given input.
   Reveal Solution Discussion Select an answer first
4. 8foundation · easy

   What is the role of feedback loops in testing self-learning systems in production?

   • AThey eliminate the need for human oversight.
   • BThey provide information about the system's performance that can be used to trigger retraining or rollback.
   • CThey only work in simulation, not in production.
   • DThey ensure the system never makes mistakes.
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5. 9foundation · easy

   Why is the training data dependency of a self-learning system a challenge for testing?

   • ATraining data is always confidential and cannot be used for testing.
   • BTraining data is irrelevant because the system only uses real-time data.
   • CThe system's behavior is influenced by the data it was trained on, so testers must consider the training data when designing tests.
   • DTraining data is static and does not change, so it is easy to test.
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6. 10foundation · easy

   What is the role of a test oracle in testing a self-learning system?

   • ATo replace the need for human testers.
   • BTo automatically fix defects found during testing.
   • CTo provide a way to determine whether the system's output is correct.
   • DTo generate test data for the system.
   Reveal Solution Discussion Select an answer first