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ISTQB CT-AI Questions and Answers
You are using a neural network to train a robot vacuum to navigate without bumping into objects. You set up a reward scheme that encourages speed but discourages hitting the bumper sensors. Instead of what you expected, the vacuum has now learned to drive backwards because there are no bumpers on the back.
This is an example of what type of behavior?
Which of the following is a dataset issue that can be resolved using pre-processing?
A transportation company operates three types of delivery vehicles in its fleet. The vehicles operate at different speeds (slow, medium, and fast). The transportation company is attempting to optimize scheduling and has created an AI-based program to plan routes for its vehicles using records from the medium-speed vehicle traveling to selected destinations. The test team uses this data in metamorphic testing to test the accuracy of the estimated travel times created by the AI route planner with the actual routes and times.
Which of the following describes the next phase of metamorphic testing?
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It is a certification that validates knowledge of AI-based systems testing and AI techniques applied in software testing.
The exam is offered by ISTQB under the Certified Tester AI Testing (CT-AI) syllabus.
The official exam code is ISTQB CT-AI.
The exam consists of multiple-choice questions (MCQs).
Typically, the exam includes 40 multiple-choice questions.
The duration is 60 minutes, with an additional 25% time for non-native speakers (if applicable).
A minimum of 65% (26 correct answers out of 40) is required to pass.
The exam is usually available in English and may be offered in other ISTQB-supported languages.
It covers AI testing concepts, AI system risks, ML lifecycle, testing approaches, and AI tools.
The CT-AI certification is valid for life and does not expire.
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TESTED 01 Dec 2025
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