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

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

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

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

3. You must use GenAI to perform test analysis on a payments module with finalized requirements: (1) generate test conditions, (2) prioritize by risk, (3) check coverage gaps. Which sequence best applies prompt chaining?

A) Generate prioritized conditions in one shot -> verify coverage
B) Prioritize requirements -> generate conditions -> review defects
C) Generate conditions -> prioritize by risk -> map to requirements to find gaps
D) Detect requirement defects -> generate conditions -> prioritize

4. Which standard specifies requirements for managing AI systems within an organization, supporting consistent GenAI use in testing?

A) ISO/IEC 23053:2022
B) ISO/IEC 42001:2023
C) EU AI Act
D) NIST AI RMF 1.0

5. What are the three key phases in adopting GenAI in a test organization?

A) Prototype; pilot; decommission
B) Training; certification; outsourcing
C) Planning; execution; sign-off
D) Discovery; initiation and usage definition; utilization and iteration

Solutions: