Exam Certified Generative AI Engineer Associate topic 1 question 16 discussion

D should be the correct answer because both the options are provided in this option only.

I think it's clearly option D. option B might seem right at first but there are two issues. 1. It does not specify when to use "In stock" and "Out of stock" in the response. We might can presume that the model already understands when to use which but then 2. The question says that the output contains only "In stock" or "Out of stock" and option B has a different output format.

B is providing a **specific format (JSON format)** for engineers to classify inventory status for customer inquiries via LLM. This requires the model to clearly output inventory status and output this structured in JSON format, making it suitable for post-processing the data or using it in automated systems. Compared to other options, B provides specific guidelines to accurately manage classification labels. A and C each require an “In Stock” or “Out of Stock” response, but do not provide clear guidance on specific labeling formats or processes. D requires a response about inventory status, but is insufficient because it does not provide a specific data format or structured output.

D is correct

D. You will be given a customer call transcript where the customer inquiries about product availability. Respond with “In Stock” if the product is available or “Out of Stock” if not. Dear service provider, Please do not leave it with CORRECT ANSWER and Community Vote Distribution. Please provide silid explanation.

Option B doesn't tell when to use "In Stock" and "Out of Stock". D should be the correct answer