Discuss Amazon AIF-C01 Exam Topic 2 Question 35

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

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

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22 comments · newest first

Rabia Ansari 10 days ago

A Rekognition makes the most sense here because it analyzes images, not bias in model predictions for recommendations.

Isabella Nielsen 2 days ago

↳ replying to Rabia Ansari

Good point, bias in recommendations needs a fairness analysis feature rather than image tools.

Alpha 2 months ago

It's important to address bias in recommendations. Good question!

Naomi 2 months ago

I agree, SageMaker Clarify is the best choice here.

Desiree 2 months ago

Amazon Comprehend could analyze text data, but not bias.

Ilene 2 months ago

Yeah, SageMaker Clarify helps with bias detection.

Carmelina 3 months ago

I feel like they should use Amazon SageMaker Clarify.

Kattie 3 months ago

This is a tricky question. I think bias in AI is a big issue.

Avery 3 months ago

I feel like they should focus on the data inputs too, not just the AI.

Eveline 3 months ago

Not sure if that’s the right choice, what about Amazon Comprehend?

Margo 3 months ago

Wait, can AI really be biased? That’s surprising!

Andra 3 months ago

Totally agree, it’s designed for that!

Kerrie 4 months ago

I think they should use Amazon SageMaker Clarify to check for bias.

Arletta 4 months ago

Amazon Comprehend analyzes text, but it’s not for bias.

Annamae 4 months ago

Not sure if that will solve the problem, though.

Chantay 4 months ago

Wait, can AI really be biased? That’s surprising!

Kimbery 6 months ago

Totally agree, it’s designed for bias detection!

Sharee 6 months ago

I think they should use Amazon SageMaker Clarify.

Carline 6 months ago

I feel like we discussed Amazon Rekognition in class, but that was more about image analysis, not bias in recommendations.

Mike 7 months ago

I’m a bit confused. I thought Amazon Comprehend was for text analysis, not bias detection. Is that right?

Ruthann 7 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.

France 7 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.

Amazon AIF-C01 Exam - Topic 2 Question 35 Discussion