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ISTQB AI Testing CT-AI Question # 15 Topic 2 Discussion

CT-AI Exam Topic 2 Question 15 Discussion:
Question #: 15
Topic #: 2

A team of software testers is attempting to create an AI algorithm to assist in software testing. This particular team has gone through over 40 iterations of testing and cannot afford to spend as much time as it takes to run the full regression test suite. They are hoping to have the algorithm reduce the amount of testing required, thus reducing the time needed for each testing cycle.

How can an AI-based tool be expected to assist in this reduction?
A.

By using a clustering method to quantify the relationships between test cases and then assigning each test case to a category

B.

By performing optimization of the data from past iterations to see where the most common defects occurred and select the corresponding test cases

C.

By performing Bayesian analysis to estimate the types of human interactions that are expected to be seen in the system and then selecting those test cases

D.

By using A/B testing to compare the last update with the newest change and compare metrics between the two

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Actual exam question for ISTQB CT-AI exam by Phoenix81841 at May 2, 2026, 7:32:21 PM

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