Free iSQI CT-AI_v1.0_World Exam Questions

Become iSQI Certified with updated CT-AI_v1.0_World exam questions and correct answers

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Total 336 Questions | Updated On: Apr 27, 2026

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Question 1

Which of the following statements about reinforcement learning is correct? Choose ONE option (1 out of 4)

A : The agent creates a model of the environment from labeled data during training

B : The approach is suitable when the application doesnotrequire interaction with the environment

C : The agent’s training is based on a reward function that rewards successful attempts

D : From experience, the agent learns theoptimal reward function

Answer: C

Question 2

Which of the following descriptions of quality aspects of a data set is correct? Choose ONE option (1 out of 4)

A : The quality aspect "Incomplete data" describes the fact that data is missing, e.g., for a certain time interval.

B : The quality aspect "Data not preprocessed" describes the fact that the collected data was recorded incorrectly.

C : The quality aspect "Irrelevant data" describes the fact that irrelevant data does not affect the ML model.

D : The quality aspect "Unbalanced data" describes the fact that the data used should be as up-to-date as possible.

Answer: A

Question 3

Which of the following statements about explainable AI is correct? Choose ONE option (1 out of 4)

A : Interpretability refers to how easily users can determine whether the result provided by the AI-based system is correct

B : Explainability refers to how easily the algorithms and training data needed to create the model can be determined

C : According to The Royal Society, one reason for explainable AI is to increase user confidence in the system

D : According to The Royal Society, one reason for explainable AI is to eliminate the need for risk and vulnerability assessments

Answer: C

Question 4

There is a growing backlog of unresolved defects for your project. You know the developers have an ML model that they have created which has learned which developers work on which type of software and the speed with which they resolve issues. How could you use this model to help reduce the backlog and implement more efficient defect resolution?

A : Use it to prioritize defects automatically based on the time expected for the fix to be made, the speed of the fix, and the likelihood of regressions.

B : Use it to assign defects to the best developer to resolve the problem and to load balance the defect assignments among the developers.

C : Use it to determine the root cause of each defect and develop a process improvement plan that can be implemented to remove the most common root causes.

D : Use it to review the code and determine where more defects are likely to occur so that testing can be targeted to those areas.

Answer: B

Question 5

Which statement about testing to prevent data poisoning and adversarial attacks is correct? Choose ONE option (1 out of 4)

A : Regression testing can be used to verify data sourcing policies to ensure the source of training data.

B : The adversarial examples identified during adversarial testing must not be added to the training data so that they do not poison the model.

C : Adversarial testing consists of using adversarial attacks to identify vulnerabilities so that they can be eliminated.

D : Using AIB testing to identify data poisoning can better identify outliers than exploratory data analysis.

Answer: C

Page: 1 / 68

Total 336 Questions | Updated On: Apr 27, 2026

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