Which statement regarding testing transparency, explainability, or interpretability is MOST correct?

Question

Options

• ATests for explainability and transparency are comparable to exploratory testing and can be
• BSince different users have different backgrounds, interpretability testing depends on the
• CDynamic testing is one way to quantify explainability; however, each method is specific to a
• DLIME can precisely state the decisive reason for a change in the output

• A
  3% (1)
• B
  76% (22)
• C
  14% (4)
• D
  7% (2)

Explanation

The ISTQB CT-AI syllabus states in Section2.10 - Explainability, Transparency, and Interpretability that interpretability isuser-dependent, meaning different users understand explanations differently. This is because interpretability depends not only on the ML algorithm but also on the user's domain knowledge, experience, and expectations. Option B directly reflects this syllabus principle: interpretability testing must consider user background, and explanations must be comprehensible to the intended user group.

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