AI-900 Question 70
Select 3Your organization is developing an AI solution for loan approvals. To ensure transparency, which of the following practices should you prioritize during the development and deployment of the solution?
- A
Provide clear documentation explaining how the AI model makes decisions.
- B
Ensure the AI model is a closed system, so only developers understand its functionality.
- C
Communicate to users when and how AI is being used in the loan approval process.
- D
Make the AI model interpretability a secondary focus to optimize model performance.
- E
Regularly audit the AI system to identify and address potential biases.
Show answer and explanation
Correct answers: A, C, E
Explanation
Transparency in AI solutions involves practices that ensure stakeholders can understand, trust, and verify the system. This includes clear documentation, communicating AI usage, and auditing for biases. These practices promote accountability and ethical AI deployment. Conversely, making the model a closed system or neglecting interpretability undermines transparency.
- A. Correct.
Providing clear documentation is a critical part of transparency because it helps all stakeholders, including users, understand how the AI model functions and makes decisions.
- B. Incorrect.
Keeping the AI model as a closed system contradicts the principles of transparency, as it limits accountability and trust in the solution.
- C. Correct.
Communicating when and how AI is being used ensures that users are aware of how decisions are made, promoting trust and ethical usage.
- D. Incorrect.
While model performance is important, transparency requires that interpretability is not deprioritized. Ignoring interpretability can lead to lack of trust and accountability.
- E. Correct.
Auditing the AI system regularly ensures that its operations remain fair and unbiased, which is an essential aspect of maintaining transparency.