discrimination detection
[/ˌdɪskrɪmɪˈneɪʃən dɪˈtɛkʃən/]
nounpl: discrimination detections
detecção de discriminação
1. The process or technology of identifying and recognizing instances of unfair treatment, prejudice, or bias based on protected characteristics such as race, gender, age, religion, or disability
The company implemented discrimination detection systems in their hiring process to ensure fair recruitment practices.
A empresa implementou sistemas de detecção de discriminação em seu processo de contratação para garantir práticas de recrutamento justas.
2. In machine learning and artificial intelligence, the identification of biased outcomes or discriminatory patterns in algorithms and automated decision-making systems
Discrimination detection tools revealed that the algorithm had a bias against certain demographic groups.
Ferramentas de detecção de discriminação revelaram que o algoritmo tinha um viés contra certos grupos demográficos.
3. Legal and compliance mechanisms used to monitor and identify violations of anti-discrimination laws and regulations
Regular discrimination detection audits help organizations maintain compliance with employment laws.
Auditorias regulares de detecção de discriminação ajudam as organizações a manter conformidade com as leis trabalhistas.
In Brazil and the US, discrimination detection has become increasingly important in corporate governance and technology development. Brazilian organizations focus heavily on compliance with anti-discrimination labor laws, while US companies emphasize algorithmic fairness in AI systems. The term reflects growing awareness of systemic bias in both hiring practices and automated decision-making systems across both countries.
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