NCA-GENL Question 207
Select 3A company is deploying a generative AI model to assist with automated decision-making in hiring processes. To ensure the AI system aligns with ethical principles of trustworthy AI, which of the following considerations should they prioritize?
- A
Ensure the AI model is trained on diverse and unbiased datasets to mitigate discrimination.
- B
Provide transparency into the AI's decision-making process to allow for accountability.
- C
Focus solely on optimizing the performance and efficiency of the AI system.
- D
Implement mechanisms to allow individuals to contest decisions made by the AI model.
- E
Rely exclusively on the AI's recommendations without human oversight to demonstrate trust in technology.
Show answer and explanation
Correct answers: A, B, D
Explanation
Trustworthy AI requires adherence to ethical principles such as fairness, transparency, and accountability. To ensure ethical deployment, companies must use unbiased data, provide transparency into decision-making, and allow for human intervention or review when necessary. These steps help mitigate risks and ensure the AI system operates responsibly.
- A. Correct.
Ensuring diverse and unbiased datasets is critical for fairness and mitigating discrimination, making it an essential ethical consideration.
- B. Correct.
Transparency and accountability are foundational principles of trustworthy AI, ensuring stakeholders understand and trust the AI system.
- C. Incorrect.
While performance and efficiency are important, they should not come at the expense of ethical considerations like fairness, transparency, and accountability.
- D. Correct.
Allowing individuals to contest AI decisions promotes fairness and ensures accountability, which are key principles of trustworthy AI.
- E. Incorrect.
Exclusively relying on AI without any human oversight can lead to unaccountable errors or biases, violating ethical principles like fairness and accountability.