AIF-C01 Domain 4: Guidelines for Responsible AI

While troubleshooting latency, engineers determine they must minimize collection of personal data in fine-tuning datasets. Which action is appropriate? minimize collection of personal data in fine-tuning datasets.

Multiple choice — select one answer

Answer choices

  1. a. Storing all PII in prompts
  2. b. Inclusive dataset design and Clarify bias metrics
  3. c. Amazon SageMaker Clarify
  4. d. Data minimization and anonymization

Architectural breakdown & explanation

Collect only necessary data and remove identifiers where possible.

Correct answer(s): d. Data minimization and anonymization

Exam domain: Domain 4: Guidelines for Responsible AI (14% weight on the official guide).

Official documentation & study links

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