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76os-76
Gd

Gender

Severity6/10

Gender Bias

Systematic gender stereotypes encoded in AI models that incorrectly associate genders with professional roles, perpetuating discrimination.

Periodic recordSocietyarXiv2024

Hui Zhong, Songsheng Chen, Mian Liang

Mitigation Strategy

Intentional balancing of datasets by gender representation, automated gender bias audits in outputs, and RLHF emphasizing gender equity.

Atomic Number

76

Gd

Risk ID

os-76

Severity

6/10

Severity Level

76
Society
os-76
Gd

Gender

Gender Bias

RiesgosIA.org
Society • #76

Gender Bias

Gd
Severity Level6/10

Definition

Systematic gender stereotypes encoded in AI models that incorrectly associate genders with professional roles, perpetuating discrimination.

Mitigation Strategy

Intentional balancing of datasets by gender representation, automated gender bias audits in outputs, and RLHF emphasizing gender equity.

Notes / Observations

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