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Ethical AI and Data PrivacymediumMultiple ChoiceObjective-mapped

AI Associate Ethical AI and Data Privacy Practice Question

A company is deploying an AI model to automatically approve or reject small loan applications. To comply with the right to explanation under GDPR, what capability must the system provide?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

The ability for the applicant to chat with a human agent and receive the specific reasons for the decision.

The right to explanation requires that individuals can obtain meaningful information about the logic of automated decisions, including the factors that led to the outcome.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • A downloadable PDF report of the model's accuracy metrics.

    Why it's wrong here

    Accuracy metrics do not explain individual decisions.

  • A live video feed of the data center where the model runs.

    Why it's wrong here

    This is irrelevant to explaining the decision.

  • A promise that the model was certified by an external auditor.

    Why it's wrong here

    Certification does not provide an explanation for a specific decision.

  • The ability for the applicant to chat with a human agent and receive the specific reasons for the decision.

    Why this is correct

    Human review and explanation of the decision factors fulfill the right to explanation.

About these practice questions

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This AI Associate practice question is part of Courseiva's free Salesforce certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI Associate exam.