Lesson 1047 of 1455
AI and bias in image generators: why your CEO is always a white guy
Test the bias in image generators yourself and learn the prompt fixes that help.
Builders · Safety & Governance · ~4 min read
The big idea
Type 'CEO' into most image generators and you'll get a wall of white men in suits. Type 'nurse' and you'll get women. AI bias is real and worth seeing for yourself before you trust the output.
How to use it
- Run 5 jobs through the same generator and screenshot the results
- Ask AI to explain WHY the bias shows up in training data
- Try adding specific descriptors and see how output shifts
- Compare two generators side-by-side on the same prompt
Try it
Generate 'doctor,' 'criminal,' and 'engineer' on any image AI. Document what you got and what it tells you about training data.
Key terms in this lesson
Practice this safely
Try this with a school, hobby, or family example where the stakes are low. Use the AI output as a draft you can question, not as the final answer.
- 1Ask AI to explain bias in plain language, then underline anything that sounds uncertain or too broad.
- 2Give it one detail from "AI and bias in image generators: why your CEO is always a white guy" and ask for two possible next steps plus one reason each step might be wrong.
- 3Check image generation against a trusted source, teacher, adult, expert, or original document before you use it.
End-of-lesson quiz
Check what stuck
8 questions · Score saves to your progress.
Lesson help
Questions are best handled with a grown-up here.
For this age range, Tendril keeps freeform AI chat paused until parent/guardian consent and child-safe moderation are fully verified. Use the quiz, notes, and related lessons below, or ask a parent, guardian, teacher, or librarian to work through the question with you.
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