AIF-C01 Domain 4: Guidelines for Responsible AI

What is the MOST appropriate AWS solution to detect bias and explain model predictions?

Multiple choice — select one answer

Answer choices

  1. a. Red teaming and guardrails for GenAI
  2. b. Inclusive dataset design and Clarify bias metrics
  3. c. Transparency and disclosure best practices
  4. d. Amazon SageMaker Clarify

Architectural breakdown & explanation

Clarify provides fairness and explainability tools for ML.

Correct answer(s): d. Amazon SageMaker Clarify

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

Official documentation & study links

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