Solving AI’s Confusing Crimes Answer Key

In this worksheet, students analyze three “case files” where AI systems misinterpreted data due to labeling mistakes. For each case, they respond to guiding questions about the labeling error, its consequences, and potential solutions. The activity encourages students to think like investigators, tracing how incorrect labels lead to faulty AI predictions or unsafe outcomes. Students practice critical reasoning while examining cause-and-effect relationships. Through discussion and analysis, they learn how proper labeling prevents confusion and helps AI systems function responsibly.

Curriculum Matched Skills

Critical Thinking – Analyzing Errors and Consequences

Technology Literacy – Understanding AI Failures from Mislabeling

English Language Arts – Constructed Response Writing

Problem Solving – Identifying and Correcting Mistakes

This worksheet is part of our AI Data Labeling Game Worksheets collection.