Caesar AI Atlas

Societal Bias

Caesar AI Atlas Definition

Societal bias refers to real-world cultural, social, or historical prejudices that can be reflected in AI data, models, or outputs. When not identified and mitigated, such bias can reproduce or amplify discrimination against individuals or groups.

Other Definitions

Societal Bias Source

Refers to real-world, broad societal and cultural prejudices that can be reflected and perpetuated in artificial intelligence (AI) systems. For instance, societal biases surrounding gender roles or racial stereotypes can be unwittingly incorporated into AI applications, leading to discriminatory outputs.

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