Bias Detection Game

Objective: Students will learn to recognize and address bias in algorithms through a fun game.

Instructions:

1. Provide students with a set of biased and unbiased algorithms (e.g., hiring algorithms, recommendation systems).
2. Students must identify which algorithms are biased and explain why.
3. Award points for correct identifications and creative solutions to mitigate bias.

Materials:

• Algorithm examples (biased and unbiased)
• Scorecards for tracking points

Assessment:

• Accuracy in identifying bias
• Creativity in proposing solutions