AI-102 Question 35
Select 3Your organization is planning to develop an AI-powered chatbot to assist customers with their queries. To ensure compliance with Responsible AI principles, which of the following actions should you prioritize during the design and development phase?
- A
Conduct bias detection and mitigation on training data to ensure fairness.
- B
Enable the chatbot to provide transparency by explaining how it arrives at its recommendations.
- C
Focus solely on optimizing the chatbot's accuracy without considering ethical implications.
- D
Implement safeguards to prevent misuse or unintended harm caused by the chatbot.
- E
Exclude diverse perspectives during the design phase to simplify decision-making.
Show answer and explanation
Correct answers: A, B, D
Explanation
Responsible AI principles aim to create AI systems that are fair, transparent, inclusive, and safe. During the design and development phase, it is crucial to address aspects such as bias mitigation, transparency, and safeguards to prevent harm. Focusing solely on accuracy or excluding diverse perspectives undermines these principles. Prioritizing fairness, explainability, and safety ensures adherence to Responsible AI guidelines.
- A. Correct.
Responsible AI principles emphasize fairness, and detecting and mitigating bias in training data ensures that the AI system does not unintentionally discriminate against specific groups.
- B. Correct.
Transparency is a key principle of Responsible AI. Providing explanations for the chatbot's recommendations helps build trust and allows users to understand its decision-making process.
- C. Incorrect.
Focusing solely on accuracy without considering ethical implications contradicts Responsible AI principles, as it neglects fairness, transparency, and potential risks of harm.
- D. Correct.
Safeguards are essential to prevent misuse or harm, ensuring that the AI system adheres to the principles of safety and responsibility.
- E. Incorrect.
Excluding diverse perspectives leads to a lack of inclusiveness, which is against Responsible AI principles. Inclusivity ensures that the AI system is fair and representative.