Smart Labeling Scenarios

Students examine three AI training scenarios and choose the best labeling strategy for each based on the project’s purpose. They evaluate how emotions, food types, and road signs should be labeled for accuracy and safety. After selecting the correct labeling option, students explain their reasoning, reinforcing analytical thinking and written justification. The worksheet teaches students how different tasks require different types of labels and highlights why consistency matters in AI training. Through scenario-based problem-solving, students practice selecting precise categories that help AI systems learn correctly.

Curriculum Matched Skills

English Language Arts – Writing Explanations and Justification

Technology Literacy – AI Training and Data Categorization

Critical Thinking – Selecting Effective Labels for Specific Tasks

Problem Solving – Applying Criteria to Realistic Scenarios

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