Deal of The Day! Hurry Up, Grab the Special Discount - Save 25% - Ends In 00:00:00 Coupon code: SAVE25
Welcome to Pass4Success

- Free Preparation Discussions
Mail Us support@pass4success.com
Location US
Mob_nav_barsMENU

Amazon AIF-C01 Exam - Topic 2 Question 35 Discussion

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?
D) Amazon SageMaker Clarify
A) Amazon Rekognition
B) Amazon Q Developer
C) Amazon Comprehend

Amazon AIF-C01 Exam - Topic 2 Question 35 Discussion

Actual exam question for Amazon's AIF-C01 exam
Question #: 35
Topic #: 2
[All AIF-C01 Questions]

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?

Show Suggested Answer Hide 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

Limited Time Offer

25%

Off

Get Premium AIF-C01 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

0/2000 characters
Submit Cancel
Andra
3 days ago
Totally agree, it’s designed for that!
upvoted 0 times
...
Kerrie
8 days ago
I think they should use Amazon SageMaker Clarify to check for bias.
upvoted 0 times
...
Arletta
13 days ago
Amazon Comprehend analyzes text, but it’s not for bias.
upvoted 0 times
...
Annamae
18 days ago
Not sure if that will solve the problem, though.
upvoted 0 times
...
Chantay
24 days ago
Wait, can AI really be biased? That’s surprising!
upvoted 0 times
...
Kimbery
2 months ago
Totally agree, it’s designed for bias detection!
upvoted 0 times
...
Sharee
3 months ago
I think they should use Amazon SageMaker Clarify.
upvoted 0 times
...
Carline
3 months ago
I feel like we discussed Amazon Rekognition in class, but that was more about image analysis, not bias in recommendations.
upvoted 0 times
...
Mike
3 months ago
I’m a bit confused. I thought Amazon Comprehend was for text analysis, not bias detection. Is that right?
upvoted 0 times
...
Ruthann
3 months ago
I remember practicing a question about bias in AI, and SageMaker Clarify was mentioned as a tool for that. It seems like the right choice here.
upvoted 0 times
...
France
4 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.
upvoted 0 times
...

Save Cancel