Why Bias Matters

In this worksheet, students read an informational article explaining five layers where AI bias can occur: data, design, model, output, and user. The passage uses clear examples to show how bias enters systems and how it affects AI performance. This foundational reading builds students’ understanding of responsible AI design and encourages awareness of how human choices and data patterns shape technological outcomes.

Curriculum Matched Skills

English Language Arts – Informational Text Comprehension

Science and Technology – Understanding AI Systems

Social Studies – Ethics and Equity in Technology

Critical Thinking – Connecting Concepts Across Levels

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

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