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

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

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


2. What distinguishes an LLM-powered agent from a basic AI chatbot in test processes?

A) Ability to respond to prompts without explicit user instructions
B) Use of a conversational tone and improved response personalization
C) Ability to trigger automated actions beyond conversation
D) Reliance on predefined templates to generate short, factual answers


3. Which technique MOST directly reduces hallucinations by grounding the model in project realities?

A) Use longer temperature settings
B) Randomize prompts each run
C) Rely on generic examples only
D) Provide detailed context


4. 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


5. Which option BEST differentiates the three prompting techniques?

A) Meta = step decomposition; Chaining = zero-shot only; Few-shot = manual optimization
B) Few-shot = no examples; Chaining = single prompt; Meta = disable iteration
C) Few-shot = examples; Chaining = multi-step prompts; Meta = model helps draft/refine prompts
D) Chaining = give examples; Few-shot = break tasks; Meta = manual edits only


Solutions:

Question # 1
Answer: B
Question # 2
Answer: C
Question # 3
Answer: D
Question # 4
Answer: B
Question # 5
Answer: C

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