ISQI : CT-AI_v1.0_World Questions & Answers
Updated: Sep 09, 2026
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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: ML Data | - Data Quality
|
| Topic 2: Introduction to AI | - AI Fundamentals
|
| Topic 3: Machine Learning | - ML Fundamentals
|
| Topic 4: Using AI for Testing | - AI-Assisted Testing
|
| Topic 5: Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Topic 6: ML Neural Networks and Testing | - Neural Networks
|
| Topic 7: Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Topic 8: Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Topic 9: Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Topic 10: ML Functional Performance Metrics | - Performance Evaluation
|
| Topic 11: Testing AI-Specific Quality Characteristics | - Quality Validation
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
Which ONE of the following statements correctly describes the importance of flexibility for Al systems?
SELECT ONE OPTION
- A. Al systems are inherently flexible.
- B. Al systems require changing of operational environments; therefore, flexibility is required.
- C. Self-learning systems are expected to deal with new situations without explicitly having to program for it.
- D. Flexible Al systems allow for easier modification of the system as a whole.
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Upon testing a model used to detect rotten tomatoes, the following data was observed by the test engineer, based on certain number of tomato images.
For this confusion matrix which combinations of values of accuracy, recall, and specificity respectively is CORRECT?
SELECT ONE OPTION
- A. 1,0.87,0.84
- B. 0.87.0.9. 0.84
- C. 0.84.1,0.9
- D. 1,0.9, 0.8
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Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
SELECT ONE OPTION
- A. The challenge of providing explainability to the decisions made by the system.
- B. Challenges in the creation of scenarios of human handover for autonomous systems.
- C. The challenge of mimicking undefined scenarios generated due to self-learning
- D. Challenges resulting from low accuracy of the models.
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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. Training data * test data
- C. Training data - validation data - test data
- D. Validation data - test data
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