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Bias

バイアス(バイアス)

BeginnerCore Concepts

Systematic errors in AI outputs that reflect prejudices in training data or model design, leading to unfair or skewed results.

Why It Matters

Biased AI can perpetuate discrimination in hiring, lending, criminal justice, and healthcare decisions.

Example in Practice

A hiring AI trained mostly on male resumes that unfairly scores female candidates lower.

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