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AIP-C01 · Question #37

AIP-C01 Question #37: Real Exam Question with Answer & Explanation

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Deployment, Operations, and Optimization

Question

A healthcare company uses Amazon Bedrock to deploy an application that generates summaries of clinical documents. The application experiences inconsistent response quality with occasional factual hallucinations. Monthly costs exceed the company's projections by 40%. A GenAI developer must implement a near real-time monitoring solution to detect hallucinations, identify abnormal token consumption, and provide early warnings of cost anomalies. The solution must require minimal custom development work and maintenance overhead. Which solution will meet these requirements?

Options

  • AConfigure Amazon CloudWatch alarms to monitor InputTokenCount and OutputTokenCount
  • BRun Amazon Bedrock evaluation jobs that use LLM-based judgments to detect hallucinations.
  • CConfigure Amazon Bedrock to store model invocation logs in an Amazon S3 bucket. Enable text
  • DUse AWS CloudTrail to log all Amazon Bedrock API calls. Create a custom dashboard in Amazon

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Topics

#Monitoring#Hallucination Detection#Cost Optimization#Generative AI Operations
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