Expert Answers to ISTQB Exam CT-AI Questions

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ISTQB AI Testing ISTQBCertified Tester AI Testing Exam

ISTQBCertified Tester AI Testing Exam

Last Update Nov 22, 2025
Total Questions : 80

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Questions 2

Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?

SELECT ONE OPTION

Options:

Value coverage

Threshold coverage

Sign change coverage

Neuron coverage

Discussion 0

Questions 3

Which ONE of the following activities is MOST relevant when addressing the scenario where you have more than the required amount of data available for the training?

SELECT ONE OPTION

Options:

Feature selection

Data sampling

Data labeling

Data augmentation

Discussion 0

Questions 4

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?

Options:

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

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

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

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

Discussion 0

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Questions 5

Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?

SELECT ONE OPTION

Options:

Evaluating the model

Deploying the model

Tuning the model

Data testing

Discussion 0

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