Ethics Quiz

What kind of bias is shown when an AI model associates "warrior" with "he" and "homemaker" with "she"?

• Sampling Bias

• Historical Bias

• Confirmation Bias

• Automation Bias

What kind of bias is shown when an AI model is trained on a dataset that doesn’t represent the full population?

• Confirmation Bias

• Sampling Bias

• Automation Bias

• Interaction Bias

What kind of bias is most likely when a facial recognition system performs poorly on certain racial groups due to under representation in its training data?

• Algorithmic Bias

• Selection Bias

• Data Bias

• Historical Bias

When asked “Who is the greatest basketball player of all time?”, an AI consistently responds with older players like Michael Jordan or Kareem Abdul-Jabbar, while overlooking LeBron James’s all-time scoring record, longevity, and off-court impact. What bias is likely influencing this output?

• Historical Bias

• Sampling Bias

• Confirmation Bias

• Automation Bias

When users blindly trust AI outputs without questioning them, what kind of bias are they demonstrating?

• Confirmation Bias

• Sampling Bias

• Automation Bias

• Algorithmic Bias

A generative image model only produces Western-looking faces when asked for “a professional person.” This may be due to:

• Automation Bias

• Interaction Bias

• Confirmation Bias

• Data Bias

A chatbot adapts over time to respond aggressively because many users feed it hostile inputs. What kind of bias is this?

• Data Bias

• Interaction Bias

• Sampling Bias

• Confirmation Bias

A company trains an AI hiring tool using resumes primarily from past male employees, resulting in the model favoring male candidates and overlooking equally qualified female applicants. What type of bias is this?

• Sampling Bias

• Confirmation Bias

• Selection Bias

• Interaction Bias