AIF-C01 Question 226
Select 3Your organization is deploying an AI model for automated loan approvals, and you are tasked with ensuring governance compliance during the project lifecycle. Which of the following processes should you implement to adhere to governance protocols effectively?
- A
Establish a model review cadence to evaluate performance metrics and bias periodically.
- B
Document the model's decision-making process and ensure it aligns with organizational policies.
- C
Deploy the model directly into production without testing to meet time-to-market requirements.
- D
Implement a governance framework such as AI Ethics and Risk Assessment to guide the project's lifecycle.
- E
Incorporate stakeholder reviews only after the model has been deployed to ensure operational feedback.
Show answer and explanation
Correct answers: A, B, D
Explanation
Adhering to governance protocols for AI systems involves implementing structured processes such as regular model reviews, thorough documentation, and governance frameworks to ensure compliance, transparency, and accountability. The correct options emphasize proactive governance practices that align with organizational and ethical standards, while the incorrect options describe actions that either violate governance principles or fail to address governance requirements effectively.
- A. Correct.
Establishing a model review cadence is essential to ensure that the model's performance and fairness are consistently monitored, which aligns with governance protocols.
- B. Correct.
Documenting the model's decision-making process ensures transparency and alignment with the organization's policies, which is a critical component of governance.
- C. Incorrect.
Deploying the model directly into production without testing violates governance protocols, as it increases the risk of errors and biases in the AI system.
- D. Correct.
Implementing a governance framework, such as AI Ethics and Risk Assessment, provides a structured approach to managing risks and ensuring accountability, which is key to governance compliance.
- E. Incorrect.
Incorporating stakeholder reviews only after deployment is not a best practice, as governance protocols emphasize involving stakeholders throughout the model development and deployment processes, not just post-deployment.