Ethics Flashcard

Front

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

Back

Confirmation Bias

Front

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

Back

Sampling Bias

Front

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?

Back

Data Bias

Front

What bias influences an AI that responds with older basketball players like Michael Jordan or Kareem Abdul-Jabbar, while overlooking LeBron James’s all-time scoring record, longevity, and off-court impact?

Back

Historical Bias

Front

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

Back

Automation Bias

Front

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

Back

Data Bias

Front

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

Back

Interaction Bias

Front

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?

Back

Selection Bias