AWS Certified AI Practitioner AIF-C01 Practice Test
AWS Certified AI Practitioner AIF-C01 Practice Test practice questions, page 4 of 20, with answer review and explanations.
Question 16
A company wants its AI assistant to check live inventory levels from the company's warehouse system. Which option gives the AI assistant the ability to access real-time data from external systems?
Retrieval Augmented Generation (RAG)
Model Context Protocol (MCP)
Fine-tuning
Prompt engineering
Question 17
A customer support AI assistant sends the same system prompt with every request to Amazon Nova Micro and causes high costs and latency. Which solution will optimize the repetitive system prompts without model changes?
Fine-tune the model to permanently embed the system instructions.
Use prompt caching with checkpoints for the inference.
Implement guardrails to store and reuse the system prompts for every inference.
Use a knowledge base to load system prompts from Amazon S3.
Question 18
A company wants to build a customer-facing generative AI application. The application must block or mask sensitive information. The application must also detect hallucinations. Which solution will meet these requirements with the LEAST operational overhead?
Use AWS Lambda functions to build a policy evaluator.
Select a foundation model (FM) that includes policies that remove harmful content by default.
Use Amazon Bedrock Guardrails to implement safeguards for the application based on use cases.
Host a custom build policy evaluator on Amazon EC2 instances.
Question 19
A company wants to train a large language model (LLM) to generate natural language text for technical manuals. Which solution will meet this requirement with the LEAST amount of development effort?
Fine-tune a pre-trained LLM on domain-specific data.
Train a new LLM on domain-specific data.
Create specialized prompts for a pre-trained, general purpose LLM.
Fine-tune a pre-trained LLM on an up-to-date general text dataset.
Question 20
A company is preparing for a compliance review. The company needs an AWS service that automatically collects information from the company's AWS accounts and generates reports for reviewers. Which AWS service meets these requirements?