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Exam AWS Certified AI Practitioner AIF-C01 topic 1 question 47 discussion

Exam question from Amazon's AWS Certified AI Practitioner AIF-C01
Question #: 47
Topic #: 1
[All AWS Certified AI Practitioner AIF-C01 Questions]

A social media company wants to use a large language model (LLM) for content moderation. The company wants to evaluate the LLM outputs for bias and potential discrimination against specific groups or individuals.
Which data source should the company use to evaluate the LLM outputs with the LEAST administrative effort?

  • A. User-generated content
  • B. Moderation logs
  • C. Content moderation guidelines
  • D. Benchmark datasets
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Suggested Answer: D 🗳️
by jove at Nov. 6, 2024, 3:29 a.m.
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Blair77
1 month, 3 weeks ago
Selected Answer: D
Least administrative effort: Benchmark datasets are pre-existing, curated collections of data specifically designed for evaluating AI models, including LLMs. Using these requires the least administrative effort compared to the other options.
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jove
2 months ago
Selected Answer: D
Benchmark datasets are specifically designed to test the performance of language models on various tasks, including bias detection. They often contain diverse data that can help identify potential biases in the LLM's outputs.
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