Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 148 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01

Question #: 148
Topic #: 1

[All AWS Certified AI Practitioner AIF-C01 Questions]

A company built an AI-powered resume screening system. The company used a large dataset to train the model. The dataset contained resumes that were not representative of all demographics.

Which core dimension of responsible AI does this scenario present?

A. Fairness
B. Explainability
C. Privacy and security
D. Transparency

Show Suggested Answer

Suggested Answer: A 🗳️

by Rcosmos at April 7, 2025, 7:13 p.m.

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Comments

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65703c1

2 weeks, 5 days ago

Selected Answer: A

A is the correct answer

upvoted 1 times

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praveenas400

1 month ago

Selected Answer: A

safest choice when we see different demographic groups, is Fairness.

upvoted 1 times

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esalazg

1 month, 1 week ago

Selected Answer: A

A. Fairness

upvoted 1 times

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Freddie26

1 month, 1 week ago

Selected Answer: A

A. Fairness

upvoted 1 times

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rinip86277

1 month, 2 weeks ago

Selected Answer: A

I go with A

upvoted 2 times

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Rcosmos

4 months, 2 weeks ago

Selected Answer: U

A dimensão central apresentada nesse cenário é A. Justiça. O sistema de triagem de currículos enfrenta desafios relacionados à justiça, pois foi treinado com dados que não são representativos de todos os grupos demográficos. Isso pode introduzir vieses no modelo, prejudicando certos grupos enquanto favorece outros. Em sistemas de IA responsáveis, é essencial abordar esses vieses, garantindo que os dados de treinamento sejam equilibrados e inclusivos para promover resultados justos.

upvoted 4 times

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