AIF-C01 Question 229
Select 3An organization is developing a generative AI application using AWS services. To ensure compliance with security and ethical standards, they decide to implement the Generative AI Security Scoping Matrix. Which of the following actions are critical for meeting transparency standards and ensuring the team is appropriately trained?
- A
Conduct regular security audits of the generative AI model and its workflows.
- B
Implement clear documentation for model datasets, training methods, and potential biases.
- C
Provide team training only on AWS infrastructure services without focusing on ethical AI principles.
- D
Establish a feedback loop for users to report issues like bias or misuse of generated content.
- E
Ensure the team is trained on responsible AI practices, including bias mitigation and interpretability.
Show answer and explanation
Correct answers: B, D, E
Explanation
Actions like implementing clear documentation (transparency), establishing a feedback loop (accountability), and providing team training on responsible AI practices (ethical readiness) are aligned with the Generative AI Security Scoping Matrix. These measures ensure compliance with transparency standards and prepare the team to manage the AI system responsibly. Security audits, while important, are not directly tied to transparency or team training, and training only on AWS infrastructure without ethical considerations is insufficient.
- A. Incorrect.
While conducting security audits is a good practice, this action focuses on securing the AI model rather than addressing transparency or team training requirements.
- B. Correct.
Clear documentation of datasets, training methods, and potential biases is essential for transparency standards, as it allows stakeholders to understand and trust the AI model's behavior and limitations.
- C. Incorrect.
Training the team only on AWS infrastructure services ignores the critical need for ethical AI training, which is vital for addressing potential biases and ensuring responsible use of generative AI.
- D. Correct.
A feedback loop for users is important for transparency and accountability, as it helps identify and address any issues related to bias or misuse of the AI system.
- E. Correct.
Training the team on responsible AI practices, including bias mitigation and interpretability, is crucial to ensure they can develop and manage generative AI systems that align with ethical standards.