Biased vs. Fair Descriptions

Students study two AI-generated descriptions of people and compare a biased version against a fair rewrite. Each challenge includes AI responses with differing tones, labels, or assumptions, and students must identify which is fairer and explain why. They then rewrite biased statements to make them respectful and accurate. This improves students’ sensitivity to language, tone, and the effects of harmful stereotypes.

Curriculum Matched Skills

English Language Arts – Tone and Connotation Awareness

Critical Thinking – Revising Biased Language

Social Studies – Respectful Communication

Technology Literacy – Evaluating AI Descriptions

This worksheet is part of our Role of Bias in AI collection.