AWSCertified AI Practitioner
Domain 3Objective 4
Task Statement 3.4: Describe Methods to Evaluate FM Performance. AIF-C01 Practice Questions (Page 7)
Part of the Content Domain 3: Applications of Foundation Models domain, which makes up ~32% of our current practice bank. AWS does not publish an official question count, but from its 90-minute exam (~35–60 total, ~11–19 in this domain), expect 3–5 from this objective — we provide 40 practice questions to prepare you well beyond it. (estimate)
40questions here
8free pages
14concepts
Questions 31–35
- 31
Which of the following is a key metric for evaluating a multi-step workflow?
Select an answer first - 32
What is the primary focus when evaluating a multi-step workflow built with foundation models?
Select an answer first - 33
In evaluating a RAG system, what does 'retrieval quality' refer to?
Select an answer first - 34
What is the 'LLM-as-a-judge' approach in evaluating foundation models?
Select an answer first - 35
A logistics company has built a multi-step workflow that uses a foundation model to parse shipment emails, extract delivery dates, and update a tracking system. They have noticed that the workflow sometimes fails at the extraction step, but the overall completion rate is high. They want to improve the workflow's reliability. Which evaluation approach should they use?
Select an answer first
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