AI-900 Question 68
Select 3An organization is designing an AI solution for loan approvals and wants to ensure transparency in its decision-making process. Which of the following actions align with the principles of transparency in AI solutions?
- A
Providing an explanation of how the AI model makes decisions to end-users.
- B
Keeping the AI model's decision-making process confidential to maintain its competitive edge.
- C
Documenting the data sources and preprocessing steps used to train the AI model.
- D
Ensuring that only the development team understands the AI model's functionality.
- E
Offering a way for users to query why a specific decision was made by the AI system.
Show answer and explanation
Correct answers: A, C, E
Explanation
Transparency in AI solutions involves providing clear explanations of how decisions are made, documenting the data and processes used to build the AI system, and offering mechanisms for users to query the AI's decisions. These practices build trust and ensure the AI operates ethically and responsibly.
- A. Correct.
Providing an explanation of how the AI model makes decisions helps build trust and ensures users understand how the model works, aligning with transparency principles.
- B. Incorrect.
Keeping the decision-making process confidential does not align with transparency principles, as it hides important information about how the AI system works.
- C. Correct.
Documenting the data sources and preprocessing steps is a key aspect of transparency, as it provides stakeholders with a clear understanding of the inputs used to create the AI system.
- D. Incorrect.
Ensuring that only the development team understands the AI model's functionality contradicts transparency principles, as stakeholders and users should also have insight into its functionality.
- E. Correct.
Offering a way for users to query why a specific decision was made ensures accountability and allows users to understand decision outcomes, which is a critical aspect of transparency in AI.