AI-900 Question 73
Select 3A company is deploying an AI-powered recruitment solution to automatically screen and rank job applications. To ensure accountability in the AI solution, which measures should the company implement?
- A
Establish a process to monitor and address biases in the AI model's decisions.
- B
Allow the AI system to operate independently without human oversight to ensure efficiency.
- C
Document the decision-making processes and rationale of the AI system.
- D
Provide applicants with a clear explanation of how the AI reached its decisions.
- E
Disable logging mechanisms to prevent sensitive applicant data from being stored.
Show answer and explanation
Correct answers: A, C, D
Explanation
Accountability in AI solutions involves ensuring transparency, fairness, and oversight throughout the AI system's lifecycle. Measures such as monitoring for biases, documenting decision-making processes, and providing explanations for AI decisions help build trust and ensure responsible use of AI. Removing oversight or disabling logging mechanisms compromises accountability and can lead to unethical outcomes.
- A. Correct.
Establishing a process to monitor and address biases ensures the AI system's decisions are fair and equitable, which is a key aspect of accountability in AI solutions.
- B. Incorrect.
Allowing the AI system to operate independently without oversight is not a responsible approach as it can lead to unchecked errors or biases, violating accountability principles.
- C. Correct.
Documenting the decision-making processes ensures transparency and makes it easier to trace and address any issues, which is crucial for maintaining accountability.
- D. Correct.
Providing clear explanations of how the AI reached its decisions demonstrates transparency and helps stakeholders understand and trust the AI system, aligning with accountability considerations.
- E. Incorrect.
Disabling logging mechanisms can prevent the auditing of decisions and may hinder accountability. Instead, secure logging mechanisms should be used to protect sensitive data while maintaining traceability.