In the context of Artificial Intelligence, what does ‘bias’ mean?
Answer and explanation
Correct answer: An unfair tendency in an AI system’s outcomes toward an individual or group
In AI, bias means a systematic and unfair tendency in a system’s decisions or predictions that disadvantages, or sometimes unfairly favours, a person or group. It may arise from unbalanced training data, biased labels, model design, or the way the system is used. Therefore, option A correctly describes bias. Fast operation concerns speed, internet connection concerns networking, and image recognition concerns an AI capability, not fairness.
Frequently asked questions
What is the correct answer to this question?
An unfair tendency in an AI system’s outcomes toward an individual or group
Why is this the correct answer?
In AI, bias means a systematic and unfair tendency in a system’s decisions or predictions that disadvantages, or sometimes unfairly favours, a person or group. It may arise from unbalanced training data, biased labels, model design, or the way the system is used. Therefore, option A correctly describes bias. Fast operation concerns speed, internet connection concerns networking, and image recognition concerns an AI capability, not fairness.
Which subject and chapter does this question cover?
This is a Class 9 Artificial Intelligence question. Chapter: Reflection, Project Cycle, and Ethics. Topic: AI Ethics.
