Spotting Bias in Outputs

This worksheet guides students through examining AI-generated responses for hidden bias. For each sample prompt, learners compare multiple AI outputs, determine which one is most fair and balanced, and identify which outputs show bias. They answer questions that ask them to analyze word choices, stereotypes, or assumptions present in the responses. This helps students recognize how biases can appear in AI-generated descriptions and strengthens their ability to evaluate information critically.

Curriculum Matched Skills

English Language Arts – Evaluating Text for Bias

Critical Thinking – Analyzing Word Choice and Assumptions

Technology Literacy – Recognizing Bias in AI Responses

Social Studies – Media Literacy

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