AI Bias Quiz

AI bias usually arises from:

Which type of bias occurs when the training data does not reflect the actual population?

“Label bias” in machine learning refers to:

When users overly trust AI decisions even when they are incorrect, it is called:

A face-recognition model performing poorly on darker skin tones is an example of:

Which technique helps reduce AI bias?

Bias introduced by the way features are selected or engineered is known as:

“Confirmation bias” in AI development typically happens when:

How can bias enter even when the dataset is balanced?

“Proxy bias” occurs when: