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ISTQB

CT-AI · Question #124

Which characteristic of AI-based systems makes it difficult to ensure they are safe (e.g., not harming humans)?

The correct answer is B. Complexity. The ISTQB CT-AI syllabus lists several characteristics that make it difficult to ensure safety in AI- based systems. Section2.8 - Safety and AIexplicitly names the characteristics that complicate safety assurance:complexity,non-determinism,probabilistic…

Quality Characteristics for AI-based Systems

Question

Which characteristic of AI-based systems makes it difficult to ensure they are safe (e.g., not harming humans)?

Options

  • ADeterminism
  • BComplexity
  • CInterpretability
  • DRobustness

How the community answered

(30 responses)
  • A
    17% (5)
  • B
    70% (21)
  • C
    3% (1)
  • D
    10% (3)

Explanation

The ISTQB CT-AI syllabus lists several characteristics that make it difficult to ensure safety in AI- based systems. Section2.8 - Safety and AIexplicitly names the characteristics that complicate safety assurance:complexity,non-determinism,probabilistic behavior,self-learning,lack of transparency, andlack of robustness. Among these,complexityis a core challenge because modern AI systems--particularly those using deep learning--have highly non-linear behavior, large numbers of parameters, and intricate interactions that are hard to predict. Option B (Complexity) directly aligns with the syllabus and is therefore correct.

Topics

#AI safety#complexity#quality characteristics#interpretability

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