Autonomy CT-AI Practice Questions (Page 1)

Questions 1–5

1. 1expert · hard

   A team is validating an autonomous system for space exploration. The system must operate in environments that cannot be fully replicated on Earth. The team is considering using simulation and scenario-based testing. Which approach is most effective for validating the system's behavior in these unique environments?

   • AUse manual code review to ensure correctness.
   • BUse real-world testing in similar environments on Earth.
   • CUse scenario-based testing with simulated environments.
   • DUse only simulation, as it can replicate any environment.
   Reveal Solution Discussion Select an answer first
2. 2foundation · easy

   Why is simulation a valuable approach for verifying autonomous systems?

   • AIt is faster than any other testing method.
   • BIt eliminates the need for any real-world testing.
   • CIt guarantees that the system will behave correctly in all real-world situations.
   • DIt allows testing of many scenarios without the cost and risk of real-world testing.
   Reveal Solution Discussion Select an answer first
4. 3application · medium

   A hospital is deploying an AI-based system to assist in diagnosing medical images. The system provides a diagnosis, but a radiologist must confirm it before it is communicated to the patient. This is an example of:

   • AFull automation
   • BAutonomous system
   • CHuman-on-the-loop
   • DHuman-in-the-loop
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5. 4application · medium

   A team is testing an autonomous system for self-driving cars. They are struggling to create test cases that cover all possible interactions with pedestrians, cyclists, and other vehicles. Which testing challenge is this?

   • ALack of skilled testers
   • BDifficulty in measuring accuracy
   • CLack of test automation tools
   • DInability to predict all scenarios
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6. 5foundation · easy

   What is the primary purpose of human oversight in an autonomous system?

   • ATo monitor the system's behavior and intervene when it acts outside its intended boundaries.
   • BTo provide the system with more data to improve its performance.
   • CTo replace the system's decision-making with human decisions in all cases.
   • DTo ensure the system follows a fixed set of rules without deviation.
   Reveal Solution Discussion Select an answer first