Testing Levels and Integration CT-AI Practice Questions (Page 3)

Questions 11–15

1. 11expert · hard

   A company has developed an AI system for credit scoring. The QA team has completed system testing and found that the system meets all technical requirements. However, before deployment, the business stakeholders want to test the system with real customer data to ensure it aligns with their risk tolerance and regulatory requirements. Which testing level should they perform?

   • AComponent integration testing
   • BAcceptance testing
   • CComponent testing
   • DSystem testing
   Reveal Solution Discussion Select an answer first
2. 12foundation · easy

   What is a typical objective of system testing for an AI-based system?

   • ATo test the interfaces between components to ensure they work together.
   • BTo verify that the complete system meets specified functional and non-functional requirements.
   • CTo test individual components in isolation for correctness.
   • DTo ensure the system is acceptable to the end user and meets business needs.
   Reveal Solution Discussion Select an answer first
4. 13foundation · easy

   What is the primary purpose of component testing in an AI-based system?

   • ATo evaluate the overall system performance, reliability, and security from an end-user perspective.
   • BTo test the interactions between multiple components to ensure they work together correctly.
   • CTo validate the entire AI system against user acceptance criteria in a production-like environment.
   • DTo verify that individual components, such as a data preprocessing module or a model inference function, work correctly in isolation.
   Reveal Solution Discussion Select an answer first
5. 14expert · hard

   A team is developing an AI system for real-time translation. They have a component that detects the source language and a component that translates the text. They have limited time and want to test the translation component's accuracy with a set of test sentences, but the language-detection component is not yet stable. Which approach best allows them to test the translation component in isolation?

   • AUse a stub for the language-detection component that always returns a fixed language
   • BTest the entire system end-to-end and analyze the results
   • CWait until the language-detection component is stable and then test the translation component
   • DTest the translation component together with the language-detection component
   Reveal Solution Discussion Select an answer first
6. 15application · medium

   A bank has developed an AI system that approves loan applications. Before going live, the bank's business stakeholders and a group of end users test the system with real-world scenarios to ensure it meets their expectations for fairness, accuracy, and usability. Which testing level does this describe?

   • ASystem testing
   • BAcceptance testing
   • CComponent testing
   • DComponent integration testing
   Reveal Solution Discussion Select an answer first