CT-AI Exam Questions
159 real CT-AI exam questions with expert-verified answers and explanations. Page 3 of 4.
- Question #101
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 aff...
- Question #102
Which of the following is one of the reasons for data mislabelling?
- Question #103
A company is using a spam filter to attempt to identify which emails should be marked as spam. Detection rules are created by the filter that causes a message to be classified as s...
- Question #104
An airline has created a ML model to project fuel requirements for future flights. The model imports weather data such as wind speeds and temperatures, calculates flight routes bas...
- Question #105
Which of the following is an example of an input change where it would be expected that the AI system should be able to adapt?
- Question #106
You are using a neural network to train a robot vacuum to navigate without bumping into objects. You set up a reward scheme that encourages speed but discourages hitting the bumper...
- Question #107
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...
- Question #108
Which of the following problems would best be solved using the supervised learning category of regression?
- Question #109
Which of the following is a problem with AI-generated test cases that are generated from the requirements?
- Question #110
Which of the following approaches would help overcome testing challenges associated with probabilistic and non-deterministic AI-based systems?
- Question #111
Which of the below TWO examples of AI system behavior are reward hacking:
- Question #112
Which ONE of the below types of testing is NOT a type of experience-based testing applied to an AI-based system?
- Question #113
A robotic AI-based system is being built by a logistics company to operate within its unmanned warehouses. The warehouses can all be very different and new ones are being added eac...
- Question #114
Which ONE of the below statements BEST describes why test environments for autonomous systems might need to be different to other test environments?
- Question #115
Which ONE of the following would be the LEAST effective input to an AI-based test optimization process?
- Question #116
Which ONE of the following statements is true about dynamic testing for inappropriate bias?
- Question #117
Which ONE of the following options for a test basis would give the LEAST coverage when using AI-based test generation?
- Question #118
Which ONE of the following would be the MOST effective input to an AI-based defect prediction tool?
- Question #119
In which ONE of the following situations would an ML model be MOST effective at determining the criticality of new defects?
- Question #120
Which of the following technologies for implementing AI is considered to be a reasoning technique?
- Question #121
Which of the following describes the AI effect?
- Question #122
A system is to be developed to detect lung cancer using X-ray images. Which statement BEST describes the difference between a conventional system and an AI system with supervised m...
- Question #123
You are developing a "flower" ML model... Which of the following describes an objection that you can NEGLECT in your risk assessment?
- Question #124
Which characteristic of AI-based systems makes it difficult to ensure they are safe (e.g., not harming humans)?
- Question #125
Which statement regarding flexibility and adaptability of AI-based systems is correct?
- Question #126
The training of an ML model... What type of bias is LEAST important to look for when testing the model?
- Question #127
Which of the following statements about explainable AI is correct?
- Question #128
Which supervised-learning classification/regression statement is correct?
- Question #129
Which of the following statements about reinforcement learning is correct?
- Question #130
Which of the following options is an example of the concept of overfitting?
- Question #131
Which machine learning approach is most suitable for predicting customer purchase probability?
- Question #132
Which data-labeling approach uses a two-step process where labeling is first done by a tool and then verified or completed by a human?
- Question #133
Which statement regarding data preparation in the ML workflow is correct?
- Question #134
Which of the following descriptions of quality aspects of a data set is correct?
- Question #135
Which statement regarding the use of training, validation, and test data sets is correct?
- Question #136
Which of the following statements about ML functional performance metrics is correct?
- Question #137
Which option gives the correct values for accuracy and precision from the confusion matrix?
- Question #138
Which performance metric is BEST suited to assess the quality of trained models detecting fraudulent credit card transactions?
- Question #139
Which of the following statements about the structure and function of neural networks is true?
- Question #140
Which of the following neural network coverage criteria can be adapted for its application?
- Question #141
Which statement describes factors related to test data that make testing AI-based systems difficult?
- Question #142
Which statement about testing levels for AI-based systems is correct?
- Question #143
Which statement about automation bias is correct?
- Question #144
Which of the following decisions is BEST as a test approach for the described situation?
- Question #145
Which challenge to testing self-learning systems puts you at risk of a data attack?
- Question #146
How can a tester check the system for bias as part of a review of data sources, acquisition, and preprocessing?
- Question #147
Which statement regarding testing transparency, explainability, or interpretability is MOST correct?
- Question #148
Which AI-specific test objective and acceptance criterion should be selected MOST LIKELY for testing GPT_Legal?
- Question #149
Which statement about testing to prevent data poisoning and adversarial attacks is correct?
- Question #150
Which statement regarding pairwise testing in an AI-based automotive lane-keeping assist system is correct?