CT-GenAI: Certified Tester Specialist Level – Testing with Generative AIDemo

By ISTQB · Question Mode

QuestionQ5

LLM-Powered Test Infrastructure for Software Testing

A test team is reviewing screenshots of a mobile application's GUI together with textual defect reports to identify visual inconsistencies that the reports do not capture.

Which type of Generative AI model is MOST appropriate to help with this task?

  • A Symbolic AI, due to its rule-based system for mimicking human decision-making.
  • B Classical Machine Learning, as it excels at data-driven defect categorization.
  • C Multimodal LLMs, specifically those augmented with vision-language models.
  • D Reasoning LLMs, given their emphasis on logical inference for complex problem-solving.
Explanation

Multimodal LLMs with vision-language capabilities can analyze GUI screenshots and relate their visual details to textual defect reports. This enables them to detect visual inconsistencies that are absent from, or inadequately described by, the text.

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