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

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

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

2. You are tasked with applying structured prompting to perform impact analysis on recent code changes. Which of the following improvements would BEST align the prompt with structured prompt engineering best practices for comprehensive impact analysis?

A) Specify that the role is a test architect specializing in CI/CD pipelines.
B) Include references to version control systems like Git in the constraints.
C) Include mapping code changes to affected modules, identifying test cases, prioritizing by risk level and change complexity
D) Add a step to review the change log for syntax errors before analysis.

3. What BEST protects sensitive test data at rest and in transit?

A) Disable TLS and rely on VPN only
B) Use public file shares with read-only links
C) Rely on obfuscation instead of encryption
D) Enforce role-based access controls

4. The model flags anomalies in logs and also proposes partitions for input validation tests. Which metrics BEST evaluate these two outcomes together?

A) Diversity for anomaly identification and precision for partitions
B) Time efficiency for anomaly detection and accuracy for coverage of valid/invalid partitions
C) Accuracy for anomaly detection and Precision for coverage of valid/invalid partitions
D) Precision for anomaly identification and recall for coverage of valid/invalid partitions

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

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

Solutions: