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Ourbit AI Dictionary
Responsible AI
Bias
Plain-language meaning
A systematic tendency that can skew data, decisions or results; the precise meaning depends on the context.
Why it matters
Patterns of unfair or unrepresentative performance need investigation across relevant groups.
Practical example
A hiring model performs worse on a group underrepresented in its training examples.
Common misunderstanding
Assuming removing a sensitive column automatically removes unfair outcomes.
Related concepts
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References
Reviewed 2026-10-02.
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