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AWS Certified AI Practitioner Exam (AIF-C01) - AWS Exam Questions

Last updated on June 20, 2026

97% Exam Compliance
365 Total Questions
1
Question
A hospital is developing an AI system to assist doctors in diagnosing diseases based on patient records and medical images. To comply with regulations, the sensitive patient data must not leave the country the data is located in.

Which data governance strategy will ensure compliance and protect patient privacy?
Options
A Data enrichment
B Data quality
C Data discoverability
D Data residency
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2
Question
Which option is a benefit of ongoing pre-training when fine-tuning a foundation model (FM)?
Options
A Decreases the training time requirement
B Improves model performance over time
C Helps decrease the model's complexity
D Optimizes model inference time
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3
Question
A research company implemented a chatbot by using a foundation model (FM) from Amazon Bedrock. The chatbot searches for answers to questions from a large database of research papers. After multiple prompt engineering attempts, the company notices that the FM is performing poorly because of the complex scientific terms in the research papers.

How can the company improve the performance of the chatbot?
Options
A Clean the research paper data to remove complex scientific terms.
B Use domain adaptation fine-tuning to adapt the FM to complex scientific terms.
C Change the FM inference parameters.
D Use few-shot prompting to define how the FM can answer the questions.
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4
Question
A bank is fine-tuning a large language model (LLM) on Amazon Bedrock to assist customers with questions about their loans. The bank wants to ensure that the model does not reveal any private customer data.

Which solution meets these requirements?
Options
A Store customer data in Amazon S3. Encrypt the data before fine-tuning the LLM.
B Increase the Top-K parameter of the LLM.
C Remove personally identifiable information (PII) from the customer data before fine-tuning the LLM.
D Use Amazon Bedrock Guardrails.
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5
Question
A company is using the Generative AI Security Scoping Matrix to assess security responsibilities for its solutions. The company has identified four different solution scopes based on the matrix.

Which solution scope gives the company the MOST ownership of security responsibilities?
Options
A Building and training a generative AI model from scratch by using specific data that a customer owns.
B Refining an existing third-party generative AI foundation model (FM) by fine-tuning the model by using data specific to the business.
C Building an application by using an existing third-party generative AI foundation model (FM).
D Using a third-party enterprise application that has embedded generative AI features.
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