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Amazon AIP-C01

AWS Certified Generative AI Developer - Professional

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  • Question 11 of 118

    Topic 1: AWS Certified Generative AI Developer - Professional

    Topic 1: AWS Certified Generative AI Developer - Professional

    A company is using Amazon Bedrock to design an application to help researchers apply for grants. The application is based on an Amazon Nova Pro foundation model (FM). The application contains four required inputs and must provide responses in a consistent text format. The company wants to receive a notification in Amazon Bedrock if a response contains bullying language. However, the company does not want to block all flagged responses.

    The company creates an Amazon Bedrock flow that takes an input prompt and sends it to the Amazon Nova Pro FM. The Amazon Nova Pro FM provides a response.

    Which additional steps must the company take to meet these requirements? (Choose two.)

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  • Question 12 of 118

    Topic 1: AWS Certified Generative AI Developer - Professional

    Topic 1: AWS Certified Generative AI Developer - Professional

    A healthcare company is using Amazon Bedrock to build a Retrieval Augmented Generation (RAG) application that helps practitioners make clinical decisions. The application must achieve high accuracy for patient information retrievals, identify hallucinations in generated content, and reduce human review costs.

    Which solution will meet these requirements?

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  • Question 13 of 118

    Topic 1: AWS Certified Generative AI Developer - Professional

    Topic 1: AWS Certified Generative AI Developer - Professional

    Company configures a landing zone in AWS Control Tower. The company handles sensitive data that must remain within the European Union. The company must use only the eu-central-1 Region. The company uses SCPs to enforce data residency policies. GenAI developers at the company are assigned IAM roles that have full permissions for Amazon Bedrock.

    The company must ensure that GenAI developers can use the Amazon Nova Pro model through Amazon Bedrock only by using cross-Region inference (CRI) and only in eu-central-1. The company enables model access for the GenAI developer IAM roles in Amazon Bedrock. However, when a GenAI developer attempts to invoke the model through the Amazon Bedrock Chat/Text playground, the GenAI developer receives the following error.

    User: arn:aws:sts::123456789012:assumed-role/AssumedDevRole/DevUserName

    Action: bedrock:InvokeModelWithResponseStream

    On resource(s): arn:aws:bedrock:eu-west-3::foundation-model/amazon.nova-pro-v1:0

    Context: a service control policy explicitly denies the action

    The company needs a solution to resolve the error. The solution must retain the company's existing governance controls and must provide precise access control. The solution must comply with the company's existing data residency policies.

    Which combination of solutions will meet these requirements? (Choose two.)

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  • Question 14 of 118

    Topic 1: AWS Certified Generative AI Developer - Professional

    Topic 1: AWS Certified Generative AI Developer - Professional

    A financial services company is developing a customer service AI assistant by using Amazon Bedrock. The AI assistant must not discuss investment advice with users. The AI assistant must block harmful content, mask personally identifiable information (PII), and maintain audit trails for compliance reporting. The AI assistant must apply content filtering to both user inputs and model responses based on content sensitivity.

    The company requires an Amazon Bedrock guardrail configuration that will effectively enforce policies with minimal false positives. The solution must provide multiple handling strategies for multiple types of sensitive content.

    Which solution will meet these requirements?

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  • Question 15 of 118

    Topic 1: AWS Certified Generative AI Developer - Professional

    Topic 1: AWS Certified Generative AI Developer - Professional

    An ecommerce company is developing a generative AI (GenAI) solution that uses Amazon Bedrock with Anthropic Claude to recommend products to customers. Customers report that some of the recommended products are not available for sale on the website or are not relevant to the customer. Customers also report that the solutions takes a long time to generate some recommendations.

    The company investigates the issues and finds that most interactions between customers and the product recommendation solution are unique. The company confirms that the solutions recommends products that are not in the company's product catalog. The company must resolve these issues.

    Which solution will meet this requirement?

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