algorithmic decision-making

[/ˌælɡərɪðmɪk dɪˈsɪʒən ˈmeɪkɪŋ/]
nounpl: algorithmic decision-making processes
tomada de decisão algorítmica
1. The process of making decisions through the use of algorithms, mathematical procedures, or computational systems rather than human judgment alone
Algorithmic decision-making in hiring has raised concerns about bias and discrimination.
A tomada de decisão algorítmica na contratação levantou preocupações sobre viés e discriminação.
2. The application of automated systems to evaluate data and determine outcomes in various domains such as finance, healthcare, criminal justice, and employment
The bank uses algorithmic decision-making to determine loan approval rates.
O banco usa tomada de decisão algorítmica para determinar as taxas de aprovação de empréstimos.
3. The delegation of decision authority to computer systems programmed with specific rules and machine learning models
Concerns about transparency in algorithmic decision-making have prompted new regulations.
Preocupações sobre transparência na tomada de decisão algorítmica levaram a novas regulamentações.
In Brazil and Portugal, discussion of algorithmic decision-making has gained prominence following GDPR-like regulations and concerns about algorithmic bias in public services. The term is frequently debated in tech policy circles, particularly regarding government services, banking, and employment. In the USA, especially New York City tech scene, the phrase is often shortened to 'algo decision-making' or discussed in terms of 'AI governance' and 'algorithmic justice.'
Synonyms / Sinônimos
automated decision-makingcomputational decision-makingAI-based decision-makingmachine learning decisionsalgorithmic governance
Antonyms / Antônimos
human decision-makingmanual decision-makingdiscretionary judgmentsubjective evaluation

Regional Variations

General Brazilian
tomada de decisão algorítmica
Most common and formal term used in academic and professional contexts
São Paulo
decisão algorítmica
Shortened version commonly used in tech industry and business contexts
Rio de Janeiro
tomada de decisão por algoritmo
Alternative phrasing used in government and regulatory discussions
Portugal
decisão algorítmica
Tends to use the shorter form; regulatory context uses 'decisões automatizadas'

Related Words

artificial intelligencemachine learningalgorithmic biasautomationdata analysispredictive analyticsalgorithmic transparencyfairness in algorithms

Related Idioms & Phrases

black box decision-making
algorithmic accountability
fair and transparent algorithmic systems
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