AI-900 Question 71
Select 3A company is deploying an AI-powered loan approval system. To ensure accountability, which of the following actions should they prioritize?
- A
Establish a process to explain decisions made by the AI system to customers.
- B
Ensure the AI model's training data is kept confidential from the development team.
- C
Assign a team to monitor and update the AI system for fairness and bias over time.
- D
Rely solely on the AI system's accuracy metrics to justify its decisions.
- E
Set up a governance framework to define roles and responsibilities for the AI solution.
Show answer and explanation
Correct answers: A, C, E
Explanation
Accountability in an AI solution involves ensuring transparency, fairness, and the ethical use of the system. Actions such as explaining decisions to users, monitoring for fairness and bias, and establishing a governance framework are essential to meet these goals. These practices help organizations maintain trust and compliance while mitigating risks associated with AI deployment.
- A. Correct.
Establishing a process to explain decisions made by the AI system to customers is a critical aspect of accountability. It ensures transparency and helps build trust with the system's users.
- B. Incorrect.
While confidentiality of data is important for security, it is not directly related to accountability. The development team often needs access to training data to ensure the AI system is optimized and ethically designed.
- C. Correct.
Monitoring and updating the AI system for fairness and bias is essential for accountability. This ensures that the AI continues to operate ethically and aligns with the organization's values over time.
- D. Incorrect.
Relying solely on accuracy metrics does not address accountability. Metrics alone cannot ensure fairness, transparency, or ethical alignment of the AI system.
- E. Correct.
Setting up a governance framework is a key aspect of accountability. It ensures that roles, responsibilities, and processes are clearly defined to manage the AI solution effectively.