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  1. Home
  2. ISQI
  3. ISTQB Certified Tester Testing with Generative AI (CT-GenAI) v1.0
  4. ISQI.CT-GenAI.v2026-10-05.q15
  5. Question 11

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Question 11/15

How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?

Correct Answer: D
As Generative AI is integrated into the testing lifecycle, the role of the human tester undergoes a significant shift from "author" to "orchestrator and reviewer." In traditional testing, a significant portion of a tester's time is spent manually drafting test cases, scripts, and documentation. With GenAI, these artifacts can be generated in seconds. Consequently, the tester's responsibility shifts towardreviewing, refining, and validatingthe AI- generated testware to ensure accuracy, relevance, and compliance with project goals. This "Human-in-the- Loop" (HITL) approach is critical because LLMs are prone to hallucinations and may lack the deep domain context of a human expert. Testers must apply their critical thinking to verify that the AI-generated scripts actually cover the necessary edge cases and do not contain logical errors. This evolution does not mean the end of human oversight (Option B) or a move exclusively to white-box testing (Option C). Instead, it elevates the tester to a higher-level analytical role, focusing on quality strategy and the final verification of AI outputs rather than the repetitive task of initial content creation.

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Other Question (15q)
Q1. Which statement about fine-tuning for test tasks is INCORRECT?...
Q2. What BEST protects sensitive test data at rest and in transit?...
Q3. You are tasked with applying structured prompting to perform impact analysis on recent cod...
Q4. Which competency MOST helps testers steer LLMs to produce useful, on-policy testware?...
Q5. Which setting can reduce variability by narrowing the sampling distribution during inferen...
Q6. What does an embedding represent in an LLM?
Q7. You are tasked with applying structured prompting to perform impact analysis on recent cod...
Q8. Which statement about data privacy risks in GenAI-assisted testing is INCORRECT?...
Q9. A prompt section states: "Web checkout module v3.2; focus on coupon application; existing ...
Q10. What is a hallucination in LLM outputs?
Q11. How do tester responsibilities MOSTLY evolve when integrating GenAI into test processes?...
Q12. Who typically defines the system prompt in a testing workflow?...
Q13. Which of the following is NOT a valid form of LLM-driven test data generation?...
Q14. What is a primary compliance concern related to Shadow AI in organizational test environme...
Q15. What is a key data-related aspect when defining a GenAI strategy for testing?...
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