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Updated: Sep 05, 2026

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ISQI CT-AI_v1.0_World Exam Overview:

Certification Vendor:iSQI / ISTQB
Exam Name:ISTQB Certified Tester AI Testing (v1.0)
Exam Number:CT-AI_v1.0_World
Exam Price:$250 USD
Certificate Validity Period:Lifetime
Related Certifications:ISTQB Certified Tester Foundation Level (CTFL)
Real Exam Qty:40
Passing Score:65% (31/47 points)
Available Languages:Other regional languages depending on availability, Portuguese, English, French
Exam Format:Multiple Choice
Exam Duration:60-75
Sample Questions:ISQI CT-AI_v1.0_World Sample Questions
Exam Way:Computer-based exam available through Pearson VUE test centers and iSQI FLEX remote proctoring.
Pre Condition:Candidates must hold a valid ISTQB Certified Tester Foundation Level (CTFL) certification.
Official Syllabus URL:https://isqi.org/ISTQB-Certified-Tester-AI-Testing-v1.0-CT-AI/CT-AI.157

ISQI CT-AI_v1.0_World Exam Syllabus Topics:

SectionObjectives
Methods and Techniques for Testing AI-Based Systems- Test Design Techniques
  • 1. Data-Oriented Testing
  • 2. Model Testing
  • 3. Scenario-Based Testing
Test Environments for AI-Based Systems- AI Test Infrastructure
  • 1. Monitoring and Maintenance
  • 2. Environment Configuration
  • 3. Data Management
Testing AI-Specific Quality Characteristics- Quality Validation
  • 1. Robustness Testing
  • 2. Fairness Testing
  • 3. Explainability Assessment
ML Functional Performance Metrics- Performance Evaluation
  • 1. Recall
  • 2. F1 Score
  • 3. Precision
  • 4. Accuracy
Machine Learning- ML Fundamentals
  • 1. Machine Learning Overview
  • 2. Supervised and Unsupervised Learning
  • 3. Training and Validation
Quality Characteristics for AI-Based Systems- AI-Specific Quality Attributes
  • 1. Ethics
  • 2. Transparency and Explainability
  • 3. Autonomy
  • 4. Evolution
  • 5. Flexibility and Adaptability
  • 6. Bias
ML Data- Data Quality
  • 1. Data Bias
  • 2. Data Preparation
  • 3. Data Collection
Testing AI-Based Systems Overview- AI Testing Fundamentals
  • 1. Risk-Based Testing
  • 2. Test Strategy
  • 3. AI Test Lifecycle
Introduction to AI- AI Fundamentals
  • 1. AI Development Frameworks
  • 2. AI-Based vs Conventional Systems
  • 3. AI Definitions and Concepts
  • 4. AI Technologies
  • 5. AI as a Service
ML Neural Networks and Testing- Neural Networks
  • 1. Testing Neural Networks
  • 2. Neural Network Basics
Using AI for Testing- AI-Assisted Testing
  • 1. Test Data Generation
  • 2. Defect Prediction
  • 3. Test Automation Support

ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:

Question 1

Data used for an object detection ML system was found to have been labelled incorrectly in many cases.
Which ONE of the following options is most likely the reason for this problem?
SELECT ONE OPTION

A. Accuracy issues
B. Security issues
C. Bias issues
D. Privacy issues


Question 2

Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION

A. Clustering is supervised learning.
B. Clustering requires you to know the classes.
C. Clustering is done without prior knowledge of output classes.
D. Clustering is classification of a continuous quantity.


Question 3

Pairwise testing can be used in the context of self-driving cars for controlling an explosion in the number of combinations of parameters.
Which ONE of the following options is LEAST likely to be a reason for this incredible growth of parameters?
SELECT ONE OPTION

A. Different Road Types
B. Different weather conditions
C. Different features like ADAS, Lane Change Assistance etc.
D. ML model metrics to evaluate the functional performance


Question 4

ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION

A. Narrow Al
B. Technological singularity
C. Super Al
D. General Al


Solutions:

Question 1
Answer: A
Question 2
Answer: C
Question 3
Answer: D
Question 4
Answer: D

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