Bias in Generative AI Systems Lesson
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Bias in Generative AI Systems
Created in Canva by Merissa Sadler-Holder
A ready-to-teach, low-prep lesson introducing students to how bias appears in AI systems and how human choices shape what AI creates. Designed for middle and high school classrooms, this 45-minute activity helps students think critically about fairness, data, and responsibility in AI.
What’s Included
- Short video hook on training data bias (“the 10:10 clock”)
- Slide deck for direct instruction
- Student worksheet: AI Bias Investigation Activity with built-in rubric
- Group activity using AI image generation prompts
- Standards alignment (AI4K12 Framework)
Details
- Duration: 45–50 minutes
- Grade Level: 8–12
- Format: Canva templates + PDF download
💡 Bring the conversation into your classroom today — because the future of AI isn’t only written in code, it’s written in the conversations we’re having with students.
A complete 45-minute lesson plan with a direct instruction slide deck, student activity handout with built-in rubric, and group discussion prompts on bias in AI.