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80hg-80
Na

Nation

Severity6/10

National Bias

Negative stereotypes and biased representations of specific nationalities and countries, typically reflecting dominant Western perspectives in training data.

Periodic recordSocietyarXiv2025

Patrick Alexander Braeunig

Mitigation Strategy

Curation of datasets with balanced global geographic representation, specific evaluation of geopolitical biases, and training with diverse cultural perspectives.

Atomic Number

80

Na

Risk ID

hg-80

Severity

6/10

Severity Level

80
Society
hg-80
Na

Nation

National Bias

RiesgosIA.org
Society • #80

National Bias

Na
Severity Level6/10

Definition

Negative stereotypes and biased representations of specific nationalities and countries, typically reflecting dominant Western perspectives in training data.

Mitigation Strategy

Curation of datasets with balanced global geographic representation, specific evaluation of geopolitical biases, and training with diverse cultural perspectives.

Notes / Observations

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