AIF-C01 Question 95
Select 4You are developing a generative AI application that processes sensitive customer data. Why would you choose AWS infrastructure to host your application?
- A
AWS provides robust security features like encryption and fine-grained access control to protect sensitive data.
- B
AWS offers compliance certifications and frameworks that meet global regulatory requirements for data protection.
- C
AWS guarantees that generative AI models will always produce entirely safe outputs without any human oversight.
- D
AWS provides shared responsibility for security, ensuring that customers manage their data securely while AWS secures the underlying infrastructure.
- E
AWS offers specialized tools to ensure ethical and responsible use of AI models, such as monitoring for bias and harmful content.
Show answer and explanation
Correct answers: A, B, D, E
Explanation
AWS infrastructure provides several benefits for generative AI applications, including robust security, compliance with global standards, tools for responsible AI usage, and a shared responsibility model for security. While AWS supports building safe AI systems, ultimate responsibility for monitoring outputs lies with the customer.
- A. Correct.
Correct: AWS provides robust security features such as encryption at rest and in transit, IAM policies, and fine-grained access control, which are critical for protecting sensitive data in AI applications.
- B. Correct.
Correct: AWS meets global compliance standards such as GDPR, HIPAA, and SOC, making it suitable for applications that need to adhere to strict regulatory requirements.
- C. Incorrect.
Incorrect: While AWS offers tools and guidelines to build safe AI applications, it does not guarantee that generative AI models will always produce safe outputs. Responsibility for model usage and monitoring lies partly with the customer.
- D. Correct.
Correct: AWS operates on a shared responsibility model where AWS secures the underlying infrastructure and customers are responsible for securing their workloads and data. This ensures a balanced approach to security.
- E. Correct.
Correct: AWS offers tools such as Amazon SageMaker Clarify to detect bias and monitor for harmful content, supporting the ethical use of AI.