A company has developed a generative AI application by using Amazon Bedrock. The application produces catalogs that are updated weekly. The company needs to select a pricing model for weekly catalog updates.Which Amazon Bedrock pricing model meets these requirements MOST cost-effectively?
Answer(s): C
Batch is the most cost-effective choice for weekly catalog updates because it is designed for asynchronous,non-real-time workloads, and AWS states that Amazon Bedrock batch inference can process large jobs offline at lower cost, including pricing at up to 50% of on-demand inference for supported models.
A company has developed an ML model to approve or reject loan applications. The model’s decision-making process must be transparent and explainable to comply with regulatory requirements. The company must document the decision-making process for audit purposes.Which solution will meet these requirements?
Answer(s): B
Amazon SageMaker Model Card enables you to document a model’s decision-making process, including transparency and explainability details, which helps meet regulatory and audit requirements for AI-driven decisions such as loan approvals.
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?
Amazon Bedrock Guardrails provides managed safeguards for generative AI applications, including sensitive information filtering or masking and contextual grounding checks that help detect hallucinated responses. It minimizes operational overhead compared with building and maintaining a custom policy evaluator.
A company is developing an AI solution to help make hiring decisions.Which strategy complies with AWS guidance for responsible AI?
Responsible AI requires evaluating systems for fairness and potential bias, especially in high-impact use cases such as hiring. Testing the solution for discrimination against protected groups helps ensure the AI system supports fair and accountable decision-making.
A pharmaceutical company wants to analyze user reviews of new medications and provide a concise overview for each medication.Which solution meets these requirements?
Amazon Bedrock provides access to a variety of large language models (LLMs), which are well-suited for tasks such as text summarization. By using LLMs, the pharmaceutical company can automatically generate concise and coherent summaries of user reviews for each medication. These models are designed to understand and process large amounts of text, making them ideal for summarizing user reviews in a clear and efficient manner.Amazon Bedrock allows the company to utilize LLMs that can generate summaries, which is exactly what is needed in this case.
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