Which of the following statements regarding experience-based testing for AI-based systems is correct?

The correct answer is C. Exploratory testing is often used for AI-based systems because there are often insufficient. The ISTQB CT-AI syllabus explains inSection 4.4 - Experience-Based Testing for AI Systemsthat AI-based systems frequently suffer frominsufficient specifications, unpredictable model behavior, andtest oracle problems, especially when outputs depend on probabilistic or learned…

Specific Approaches to Testing AI-based Systems

Question

Options

AIntuitive test case design for AI-based systems involves interactive, hypothesis-driven
BIn checklist-based testing of AI-based systems, the existing test cases are dynamically adapted,
CExploratory testing is often used for AI-based systems because there are often insufficient
DTour refers to intuitive test case design for AI-based systems based on multiple, sequential test

How the community answered

(42 responses)

A
7% (3)
B
5% (2)
C
86% (36)
D
2% (1)

Explanation

The ISTQB CT-AI syllabus explains inSection 4.4 - Experience-Based Testing for AI Systemsthat AI-based systems frequently suffer frominsufficient specifications, unpredictable model behavior, andtest oracle problems, especially when outputs depend on probabilistic or learned patterns. The syllabus explicitly states thatexploratory testingis especially valuable in such contexts because it allows testers to investigate the system interactively, observe unexpected behavior, and evaluate system responses that cannot be fully predicted beforehand. Thus, Option C accurately reflects the role and justification of exploratory testing for AI systems.

Topics

#exploratory testing#experience-based testing#checklist-based testing#test oracle

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