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AI Glossary
AI Bias
AI bias is the tendency of an AI system to produce unfair, inaccurate, or unbalanced outcomes because of the data or processes used to develop it.
AI Bias
Definition
AI bias occurs when an artificial intelligence system consistently produces outcomes that unfairly favor or disadvantage certain people, groups, or situations.
Bias often originates from training data, system design, or assumptions made during development.
Why It Matters
Understanding AI bias helps organizations evaluate fairness, improve system performance, and reduce unintended discrimination.
Related Concepts
- Responsible AI
- AI Governance
- Fairness
- Machine Learning