Try and practice the latest ISQI : CT-AI_v1.0_World real questions & answers

Updated: Sep 10, 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
Available Languages:Brazilian Portuguese, Spanish, German, French, Polish, English
Exam Price:US$87.29 - US$213.00 / €240.00 (varies by region)
Certificate Validity Period:Lifetime
Exam Format:Multiple Choice Questions (single/multiple answer)
Real Exam Qty:40
Exam Duration:60 (75 for non-native language)
Passing Score:65% (31 out of 47 points)
Related Certifications:ISTQB Certified Tester Foundation Level (CTFL)
Recommended Training:ISTQB Accredited Training Providers
iSQI Training Partners
Exam Registration:Pearson VUE
iSQI Official Registration
Sample Questions:ISQI CT-AI_v1.0_World Sample Questions
Exam Way:In-person test center or online remote proctored (FLEX exam)
Pre Condition:ISTQB Certified Tester Foundation Level (CTFL) certification required
Official Syllabus URL:https://istqb.org/certifications/certified-tester-ai-testing-ct-ai-retiring/

ISQI CT-AI_v1.0_World Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Quality Characteristics for AI-Based Systems10%- Ethics, bias, transparency and safety
- Flexibility, adaptability, autonomy
Topic 2: Introduction to AI10%- AI definitions and types
  • 1. AI vs conventional systems
    • 2. Narrow, General and Super AI
      - AI technologies and frameworks
      • 1. AI hardware and AIaaS
        Topic 3: Testing AI-Based Systems11%- Specific challenges and risks
        - Test strategy and approach
        Topic 4: Testing Quality Characteristics11%- Testing transparency, fairness, robustness
        - Explainability and reliability testing
        Topic 5: Test Environment for AI Systems2%- Data and infrastructure requirements
        Topic 6: Neural Networks and Testing4%- Structure of neural networks
        - Coverage measures for deep learning
        Topic 7: Machine Learning (ML) Overview11%- ML workflow, overfitting, underfitting
        - Supervised, unsupervised, reinforcement learning
        Topic 8: AI-Based System Testing Methods17%- Adversarial testing, bias testing
        - Model validation and verification
        Topic 9: ML Functional Performance Metrics11%- ROC, AUC, MSE, silhouette coefficient
        - Confusion matrix, accuracy, precision, recall
        Topic 10: Using AI for Testing Activities10%- Test case generation, defect prediction
        - Regression optimization, test analysis
        Topic 11: ML Data10%- Data quality issues and impact
        - Data acquisition, preprocessing, labeling

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

        Question #1

        Arihant Meditation is a startup using Al to aid people in deeper and better meditation based on analysis of various factors such as time and duration of the meditation, pulse and blood pressure, EEG patters etc. among others. Their model accuracy and other functional performance parameters have not yet reached their desired level.
        Which ONE of the following factors is NOT a factor affecting the ML functional performance?
        SELECT ONE OPTION

        • A. The data pipeline
        • B. Biased data
        • C. The quality of the labeling
        • D. The number of classes
        Answer: D

        Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).

        Question #2

        Which ONE of the following statements correctly describes the importance of flexibility for Al systems?
        SELECT ONE OPTION

        • A. Flexible Al systems allow for easier modification of the system as a whole.
        • B. Al systems require changing of operational environments; therefore, flexibility is required.
        • C. Al systems are inherently flexible.
        • D. Self-learning systems are expected to deal with new situations without explicitly having to program for it.
        Answer: A

        Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).

        Question #3

        Which ONE of the following hardware is MOST suitable for implementing Al when using ML?
        SELECT ONE OPTION

        • A. Hardware supporting high precision floating point operations.
        • B. Hardware supporting fast matrix multiplication.
        • C. High powered CPUs.
        • D. 64-bit CPUs.
        Answer: B

        Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).

        Question #4

        Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?
        SELECT ONE OPTION

        • A. Sign change coverage
        • B. Neuron coverage
        • C. Threshold coverage
        • D. Value coverage
        Answer: A

        Explanation: Only visible for Actual4Cert members. You can sign-up / login (it's free).

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