- 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
ISQI CT-AI_v1.0_World Exam : ISTQB Certified Tester AI Testing (v1.0)
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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Introduction to AI in Software Testing | - AI systems overview - Role of AI in testing |
| Testing AI-Based Systems | - Data quality and dataset validation - Bias, fairness, and explainability testing - Testing ML models |
| AI in Test Automation | - AI-supported test generation - AI-based defect prediction and analytics |
| AI System Quality Risks | - Model drift and performance degradation - Ethical and legal considerations |
| Machine Learning Fundamentals for Testers | - Model training and evaluation basics - Supervised and unsupervised learning concepts |
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
Question #1
"BioSearch" is creating an Al model used for predicting cancer occurrence via examining X-Ray images. The accuracy of the model in isolation has been found to be good. However, the users of the model started complaining of the poor quality of results, especially inability to detect real cancer cases, when put to practice in the diagnosis lab, leading to stopping of the usage of the model.
A testing expert was called in to find the deficiencies in the test planning which led to the above scenario.
Which ONE of the following options would you expect to MOST likely be the reason to be discovered by the test expert?
SELECT ONE OPTION
- A. A lack of focus on non-functional requirements testing.
- B. A lack of focus on choosing the right functional-performance metrics.
- C. A lack of similarity between the training and testing data.
- D. The input data has not been tested for quality prior to use for testing.
Correct Answer: C 🗳️
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Question #2
Which ONE of the following options is an example that BEST describes a system with Al-based autonomous functions?
SELECT ONE OPTION
- A. A system that is fully able to respond to its environment.
- B. A system that utilizes a tool like Selenium.
- C. A fully automated manufacturing plant that uses no software.
- D. A system that utilizes human beings for all important decisions.
Correct Answer: A 🗳️
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Question #3
In a conference on artificial intelligence (Al), a speaker made the statement, "The current implementation of Al using models which do NOT change by themselves is NOT true Al*. Based on your understanding of Al, is this above statement CORRECT or INCORRECT and why?
SELECT ONE OPTION
- A. This statement is correct. In general, what is considered Al today may change over time.
- B. This statement is incorrect. Current Al is true Al and there is no reason to believe that this fact will change over time.
- C. This statement is incorrect. What is considered Al today will continue to be Al even as technology evolves and changes.
- D. This statement is correct. In general, today the term Al is utilized incorrectly.
Correct Answer: A 🗳️
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Question #4
Which ONE of the following options describes the LEAST LIKELY usage of Al for detection of GUI changes due to changes in test objects?
SELECT ONE OPTION
- A. Using a ML-based classifier to flag if changes in GUI are to be flagged for humans.
- B. Using a pixel comparison of the GUI before and after the change to check the differences.
- C. Using a vision-based detection of the GUI layout changes before and after test object changes.
- D. Using a computer vision to compare the GUI before and after the test object changes.
Correct Answer: B 🗳️
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