AI-900 Question 41
Select 3A company is planning to deploy an AI model to automate loan approvals. As part of their strategy, they want to ensure their solution aligns with responsible AI principles. Which of the following actions would support this goal?
- A
Ensuring the AI model is trained on a diverse and representative dataset
- B
Providing explanations to users about how the AI reached its decisions
- C
Focusing exclusively on optimizing the AI model for maximum accuracy
- D
Establishing a process to monitor the AI system for potential biases post-deployment
- E
Avoiding any human oversight to ensure the AI operates independently
Show answer and explanation
Correct answers: A, B, D
Explanation
Responsible AI involves adhering to principles such as fairness, transparency, accountability, and inclusivity. Training the AI on diverse datasets, providing clear explanations for decisions, and monitoring the system for biases are all actions that align with these principles. On the other hand, focusing solely on accuracy or removing human oversight can lead to unintended consequences and unethical outcomes.
- A. Correct.
Ensuring the AI model is trained on a diverse and representative dataset helps reduce biases and promotes fairness, which is a key principle of responsible AI.
- B. Correct.
Providing explanations to users about how the AI reached its decisions promotes transparency and accountability, core principles of responsible AI.
- C. Incorrect.
Focusing exclusively on optimizing accuracy ignores other important responsible AI principles such as fairness, transparency, and inclusivity, making this an incorrect choice.
- D. Correct.
Establishing a process to monitor the AI system for potential biases post-deployment ensures accountability and helps maintain ethical practices over time.
- E. Incorrect.
Avoiding human oversight contradicts responsible AI principles, as human involvement is crucial for ensuring ethical decision-making and addressing potential shortcomings of the AI system.