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ISQI CT-GenAI Exam Syllabus Topics:

ISQI ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0 Sample Questions:

1. What is a primary compliance concern related to Shadow AI in organizational test environments?

A) Difficulty in aligning project milestones with business outcomes
B) Violation of established data handling and regulatory compliance standards
C) Automated compliance validation during AI tool deployment
D) Failure to update system documentation within the test process

2. Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?

A) Writing low-level device drivers
B) Mastering prompt engineering
C) Designing custom CPU instructions
D) Configuring network routers

3. Which concept refers to breaking text into smaller units for processing by LLMs?

A) Embeddings
B) Tokenization
C) Transformer
D) Context Window

4. Which statement BEST contrasts interaction style and scope?

A) Chatbots enable conversational interactions; LLM apps provide capabilities for defined test tasks.
B) Both are identical aside from UI theme.
C) Chatbots enforce fixed workflows; LLM apps support free-form exploration beneficial for software testing
D) Chatbots require API integration; LLM apps do not.

5. You are using an LLM to assist in analyzing test execution trends to predict potential risks. Which of the following improvements would BEST enhance the LLM's ability to predict risks and provide actionable alerts?

A) Add an instruction to calculate statistical variance and highlight tests that deviate by more than 20% from baseline metrics.
B) Specify that the role is a test analyst with expertise in predictive analytics and risk management.
C) Expand the output format to include risk predictions with severity levels, recommended actions, and a timeline for team intervention based on trend analysis.
D) Emphasize constraints that focus on deviations that could impact release timelines or quality gates.

Solutions: