AIF-C01 Question 94
Select 4An organization is building a generative AI application for creating text-based summaries of legal documents. They are concerned about data security, compliance with industry regulations, and ensuring ethical use of the AI model. How does AWS infrastructure address these concerns?
- A
AWS provides encryption for data at rest and in transit to ensure data security.
- B
AWS offers compliance certifications such as GDPR, HIPAA, and SOC to meet industry regulations.
- C
AWS takes full responsibility for ethical AI usage by automatically ensuring models are not biased.
- D
AWS enables customers to control access to data and resources through IAM policies and fine-grained permissions.
- E
AWS provides tools like Amazon SageMaker Clarify to help monitor and mitigate bias in AI models.
Show answer and explanation
Correct answers: A, B, D, E
Explanation
AWS infrastructure supports generative AI applications by providing robust security features such as encryption, compliance with industry standards, and tools like SageMaker Clarify to address ethical concerns like bias. While AWS provides the tools and frameworks for responsible AI development, customers retain the responsibility to ensure their AI models are used ethically and appropriately.
- A. Correct.
Correct: AWS ensures data security by providing encryption capabilities for both data at rest and in transit, which is critical for protecting sensitive legal document data.
- B. Correct.
Correct: AWS meets various compliance standards, including GDPR, HIPAA, and SOC, helping organizations adhere to industry regulations while using the platform.
- C. Incorrect.
Incorrect: AWS provides tools and frameworks to support ethical AI development, but it does not take full responsibility for ensuring models are unbiased. This remains the customer's responsibility.
- D. Correct.
Correct: AWS Identity and Access Management (IAM) allows customers to define and enforce fine-grained access control, ensuring that only authorized personnel can access sensitive data and resources.
- E. Correct.
Correct: Amazon SageMaker Clarify is specifically designed to help identify and mitigate bias in AI models, supporting ethical AI usage.