ISQI CT-AI_v1.0_World : ISTQB Certified Tester AI Testing (v1.0)
- Exam Code: CT-AI_v1.0_World
- Exam Name: ISTQB Certified Tester AI Testing (v1.0)
- Updated: Sep 18, 2026
- Q & A: 40 Questions and Answers
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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Introduction to AI in Software Testing | - Role of AI in testing - AI systems overview |
| Topic 2: AI System Quality Risks | - Model drift and performance degradation - Ethical and legal considerations |
| Topic 3: Machine Learning Fundamentals for Testers | - Model training and evaluation basics - Supervised and unsupervised learning concepts |
| Topic 4: Testing AI-Based Systems | - Testing ML models - Bias, fairness, and explainability testing - Data quality and dataset validation |
| Topic 5: AI in Test Automation | - AI-supported test generation - AI-based defect prediction and analytics |
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION
- A. This is an example of expert system bias.
- B. This is an example of hyperparameter bias.
- C. This is an example of algorithmic bias.
- D. This is an example of sample bias.
Correct Answer: D 🗳️
Explanation: Only visible for Exams4Collection members. You can sign-up / login (it's free).
In a certain coffee producing region of Colombia, there have been some severe weather storms, resulting in massive losses in production. This caused a massive drop in stock price of coffee.
Which ONE of the following types of testing SHOULD be performed for a machine learning model for stock-price prediction to detect influence of such phenomenon as above on price of coffee stock.
SELECT ONE OPTION
- A. Testing for security
- B. Testing for accuracy
- C. Testing for concept drift
- D. Testing for bias
Correct Answer: C 🗳️
Explanation: Only visible for Exams4Collection members. You can sign-up / login (it's free).
A system was developed for screening the X-rays of patients for potential malignancy detection (skin cancer).
A workflow system has been developed to screen multiple cancers by using several individually trained ML models chained together in the workflow.
Testing the pipeline could involve multiple kind of tests (I - III):
I.Pairwise testing of combinations
II.Testing each individual model for accuracy
III.A/B testing of different sequences of models
Which ONE of the following options contains the kinds of tests that would be MOST APPROPRIATE to include in the strategy for optimal detection?
SELECT ONE OPTION
- A. I and III
- B. I and II
- C. Only III
- D. Only II
Correct Answer: B 🗳️
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Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model?
SELECT ONE OPTION
- A. Training data - validation data
- B. Validation data - test data
- C. Training data - validation data - test data
- D. Training data * test data
Correct Answer: C 🗳️
Explanation: Only visible for Exams4Collection members. You can sign-up / login (it's free).
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