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ExamsAIF-C01Questions#103
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AIF-C01 · Question #103

AIF-C01 Question #103: Real Exam Question with Answer & Explanation

The correct answer is A: Fairness.. Fairness refers to the absence of bias in AI models. Using non-representative datasets leads to biased predictions, affecting specific demographics unfairly. Explainability, privacy, and transparency are important but not directly related to this scenario.

Submitted by viktor_hu· Mar 30, 2026DOMAIN_LIST_MISSING_IN_PROMPT

Question

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?

Options

  • AFairness.
  • BExplainability.
  • CPrivacy and security.
  • DTransparency.

Explanation

Fairness refers to the absence of bias in AI models. Using non-representative datasets leads to biased predictions, affecting specific demographics unfairly. Explainability, privacy, and transparency are important but not directly related to this scenario.

Topics

#Responsible AI#AI bias#Fairness in AI#Biased training data

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