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AIF-C01 · Question #133

AIF-C01 Question #133: Real Exam Question with Answer & Explanation

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Submitted by wei.xz· Mar 30, 2026Applications of Foundation Models

Question

A social media company wants to use a large language model (LLM) to summarize messages. The company has chosen a few LLMs that are available on Amazon SageMaker JumpStart. The company wants to compare the generated output toxicity of these models. Which strategy gives the company the ability to evaluate the LLMs with the LEAST operational overhead?

Options

  • ACrowd-sourced evaluation
  • BAutomatic model evaluation
  • CModel evaluation with human workers
  • DReinforcement learning from human feedback (RLHF)

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Topics

#LLM evaluation#model toxicity#automated evaluation#operational overhead
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