Bias Spotting

This worksheet teaches students how bias can appear in AI-generated text. Learners read several short outputs and highlight where stereotypes or unfair assumptions are present. They then explain how training data could be improved to reduce this bias. The activity develops media literacy, encourages fairness and inclusion, and helps students understand ethical challenges in AI development.

Curriculum Matched Skills

English Language Arts – Evaluating Bias in Text

Social Studies – Understanding Stereotypes and Fairness

Technology Literacy – AI Training Data and Bias

Critical Thinking – Ethical Problem-Solving

This worksheet is part of our Why Do AI Models Make Mistakes Worksheets collection.