biased implementation
[ˈbaɪəst ˌɪmpləmenˈteɪʃən]
nounpl: biased implementations
implementação enviesada
1. The execution or deployment of a system, policy, or process in a manner that systematically favors certain groups, outcomes, or perspectives while disadvantaging others
The biased implementation of the hiring algorithm resulted in discrimination against female candidates.
A implementação enviesada do algoritmo de contratação resultou em discriminação contra candidatas mulheres.
2. In technology and software contexts, the deployment of a system that contains or perpetuates inherent prejudices or unfair advantages
The biased implementation of the facial recognition system failed to accurately identify people with darker skin tones.
A implementação enviesada do sistema de reconhecimento facial não conseguiu identificar com precisão pessoas com tons de pele mais escuros.
3. The introduction or application of a rule, law, or regulation in a way that is not uniformly or fairly applied across all groups
The biased implementation of traffic enforcement policies disproportionately affected minority neighborhoods.
A implementação enviesada das políticas de fiscalização de trânsito afetou desproporcionalmente os bairros de minorias.
This term is increasingly used in both Brazilian and American contexts, particularly in discussions about artificial intelligence, criminal justice reform, and corporate diversity. In Brazil, concerns about biased implementation are prevalent in discussions about police enforcement and digital rights. In the USA, the term gained prominence during conversations about algorithmic fairness and systemic racism in technology deployment.
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