AI Bias
In one sentenceWhen AI output unfairly favors or disadvantages certain groups, usually because of patterns in its training data.
What it means
AI learns from human-created data, including its stereotypes. That can show up in who an image generator draws as a "CEO", how a screening tool ranks candidates, or which names it associates with certain jobs.
How to use it
- Be specific in prompts about diversity when generating images of people.
- Do not let AI make hiring, lending or similar decisions about people without human review.
Related terms
AI Ethics Training Data Human in the Loop
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