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| Section | Weight | Objectives |
|---|---|---|
| Testing Activities for Generative AI | 30% | - Model and Output Evaluation
|
| Fundamentals of Generative AI | 20% | - AI Terminology
|
| Risks and Testing Challenges for Generative AI | 30% | - Quality Risks Specific to Generative AI
|
| Tools for Testing Generative AI | 20% | - Testing Tools Overview
|
Which concept refers to breaking text into smaller units for processing by LLMs?
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Which setting can reduce variability by narrowing the sampling distribution during inference?
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Which statement about fine-tuning for test tasks is INCORRECT?
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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?
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A team notices vague, inconsistent LLM outputs for the same story for two different prompts. Which technique BEST helps choose the stronger wording among two prompt versions using predefined metrics?
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