Amazon AIF-C01 Exam - Topic 2 Question 35 Discussion

Actual exam question for Amazon's AIF-C01 exam

Question #: 35
Topic #: 2

A company is using AI to build a toy recommendation website that suggests toys based on a customer's interests and age. The company notices that the AI tends to suggest stereotypically gendered toys.

Which AWS service or feature should the company use to investigate the bias?

AAmazon Rekognition

BAmazon Q Developer

CAmazon Comprehend

DAmazon SageMaker Clarify

Show Suggested Answer

Suggested Answer: D

Comprehensive and Detailed Explanation From Exact AWS AI documents:

Amazon SageMaker Clarify is designed to detect and explain bias in ML models and datasets.

AWS Responsible AI guidance recommends Clarify to:

Identify bias in predictions

Analyze feature attribution

Support fairness and ethical AI practices

Why the other options are incorrect:

Rekognition (A) analyzes images, not recommendation bias.

Amazon Q Developer (B) assists developers with code.

Comprehend (C) performs NLP tasks, not bias analysis.

AWS AI document references:

Amazon SageMaker Clarify Documentation

Detecting Bias in AI Systems

by Carey at Apr 12, 2026, 02:11 PM

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2 months ago

I think we might need to look at Amazon SageMaker Clarify for bias detection, but I'm not entirely sure how it works.

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