Challenges Testing Self-Learning Systems CT-AI Practice Questions (Page 5)

Questions 21–25

1. 21foundation · easy

   Which of the following best describes a self-learning system in the context of AI testing?

   • AA system that always produces the same output for the same input regardless of context.
   • BA system that only learns from labeled data provided by human annotators.
   • CA system that requires manual retraining by developers whenever the environment changes.
   • DA system that updates its behavior based on new data or interactions without explicit reprogramming for each change.
   Reveal Solution Discussion Select an answer first
2. 22foundation · easy

   How does continuous learning affect regression testing?

   • AIt makes regression testing unnecessary because the system is always improving.
   • BIt ensures that regression tests remain valid indefinitely.
   • CIt may cause previously passing tests to fail because the system's behavior has changed.
   • DIt only affects performance testing, not regression testing.
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4. 23foundation · easy

   What is a key implication of continuous learning for test maintenance?

   • ATest cases and expected results may need to be updated frequently to reflect the system's evolving behavior.
   • BTest maintenance becomes unnecessary because the system is self-correcting.
   • CTest cases can be written once and used forever without changes.
   • DTest maintenance is only needed when the code changes.
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5. 24application · medium

   A team is transitioning from testing a traditional rule-based system to testing a new self-learning system. They are planning their test strategy. What is the most significant change they need to account for?

   • AThe test team will need to have a deep understanding of the AI's internal algorithms
   • BThe test environment will need to be more powerful to handle the AI's computational load
   • CThe system's behavior is not fixed and can change over time, requiring a different testing approach
   • DThe test cases will need to be written in a new programming language
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6. 25foundation · easy

   How does non-deterministic behavior in a self-learning system affect test repeatability?

   • AIt makes tests run faster.
   • BIt makes it harder to reproduce the same test result on repeated runs.
   • CIt guarantees that tests will always pass.
   • DIt has no effect on test repeatability.
   Reveal Solution Discussion Select an answer first