iSQI CT-AI Exam - Topic 5 Question 34 Discussion

Actual exam question for iSQI's CT-AI exam

Question #: 34
Topic #: 5

Which of the following approaches would help overcome testing challenges associated with probabilistic and non-deterministic AI-based systems?

ARun the test several times to ensure that the AI always returns the same correct test result

BDecompose the system test into multiple data ingestion tests to determine if the AI system is getting a sufficient volume of input data

CDecompose the system test into multiple data ingestion tests to determine if the AI system is getting precise and accurate input data

DRun the test several times to generate a statistically valid test result to ensure that an appropriate number of answers are accurate

Show Suggested Answer

Suggested Answer: D

The syllabus states:

''When testing probabilistic and non-deterministic systems, the same input may produce different outputs. Tests need to be run several times to produce statistically valid test results, ensuring that an appropriate number of answers are accurate.''

(Reference: ISTQB CT-AI Syllabus v1.0, Section 8.4, page 58 of 99)

by Emily at Mar 04, 2026, 09:49 AM

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1 month ago

I remember discussing how running tests multiple times can help with variability, but I'm not sure if just getting the same result is enough.

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