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Exam AIGP topic 1 question 72 discussion

Actual exam question from IAPP's AIGP
Question #: 72
Topic #: 1
[All AIGP Questions]

The most important factor in ensuring fairness when training an AI system is:

  • A. The architecture and model selection.
  • B. The data labeling and classification.
  • C. The data attributes and variability.
  • D. The model accuracy and scale.
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Suggested Answer: C 🗳️
by Ecommail at June 12, 2025, 7:29 p.m.

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Ecommail
3 days, 21 hours ago
Selected Answer: C
C. The data attributes and variability. Fairness in AI training hinges on the quality and diversity of the data used. If the data attributes lack variability or are biased, the model will likely perpetuate those biases, regardless of architecture, labeling, or accuracy. Diverse and representative data ensures the model learns patterns that generalize fairly across different groups.
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