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Amazon AIF-C01 Exam - Topic 3 Question 36 Discussion

A company wants to make a chatbot to help customers. The chatbot will help solve technical problems without human intervention.The company chose a foundation model (FM) for the chatbot. The chatbot needs to produce responses that adhere to company tone.Which solution meets these requirements?
C) Refine the prompt until the FM produces the desired responses.
A) Set a low limit on the number of tokens the FM can produce.
B) Use batch inferencing to process detailed responses.
D) Define a higher number for the temperature parameter.

Amazon AIF-C01 Exam - Topic 3 Question 36 Discussion

Actual exam question for Amazon's AIF-C01 exam
Question #: 36
Topic #: 3
[All AIF-C01 Questions]

A company wants to make a chatbot to help customers. The chatbot will help solve technical problems without human intervention.

The company chose a foundation model (FM) for the chatbot. The chatbot needs to produce responses that adhere to company tone.

Which solution meets these requirements?

Show Suggested Answer Hide Answer
Suggested Answer: C

Comprehensive and Detailed Explanation From Exact AWS AI documents:

Prompt engineering is the primary method for controlling tone, style, and behavior of foundation model responses.

AWS generative AI guidance explains that:

Prompts can define tone, voice, and response structure

Iterative refinement ensures consistent outputs

Prompt refinement requires no model retraining

Why the other options are incorrect:

Token limits (A) affect length, not tone.

Batch inferencing (B) affects processing mode, not response style.

Higher temperature (D) increases randomness, reducing consistency.

AWS AI document references:

Prompt Engineering Best Practices

Controlling Model Output Tone


by Domonique at May 03, 2026, 07:39 AM

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Ollie
1 month ago
I feel like we had a practice question about adjusting parameters like temperature. A higher temperature could lead to more creative responses, but I'm not sure if that's what we want here.
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Dong
1 month ago
I'm not entirely sure, but I think setting a low token limit could restrict the chatbot too much. It might not be able to provide detailed help.
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Katina
1 month ago
I remember we discussed how refining the prompt can really help guide the FM to produce better responses, so I think option C might be the right choice.
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