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What is Bias?

Also called: Algorithmic bias

Bias means an AI systematically favours or disadvantages certain groups or views, usually because its training data is unbalanced.

One-sided training data throws the result off balance
Illustration: AI-generated · AI Compare Ninja · CC BY 4.0

Example

An image generator shows almost only men for “boss”.

For pros

Bias can be measured and reduced, but not fully removed. For decisions about people, such as job applications, caution and human review are especially important.

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Sources: nist.gov, Wikipedia · Checked on 19 October 2026

Written by AI Compare Ninja with AI assistance and edited by us. Every explanation is our own text.