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On a cautionary note, when using databases of convicted criminals to estimate guilt, both the Bayesian and frequentist statistical approaches may perpetuate biases in a system of justice.
"We're doing a lot of research now with the Vector Institute for AI… on fairness in our AI models, because what we've seen so far is that — if left unattended, if all we did was run these models and not adjust for some of the ethical considerations — we would just perpetuate biases that we've seen in the historical data," he adds.
—Female, 18 29 years old, owner of patent medicine store in a slum in Ibadan Furthermore, sometimes providers perpetuate biases and myths about contraception to potential family planning users.
Imposing data completeness criteria, e.g., requiring that each 24-hr prediction have complete (or nearly complete) data, partially addresses this problem for model validation studies, but may perpetuate biases in epidemiological studies since exposure estimates for those days with potentially the highest concentrations are more likely to be omitted.
Philosophical feminism, a loosely related set of approaches in various fields of philosophy that (1) emphasizes the role of gender in the formation of traditional philosophical problems and concepts, (2) analyzes the ways in which traditional philosophy reflects and perpetuates bias against women, and (3) defends philosophical concepts and theories that presume women's equality.
Solutions can only be implemented, and therefore effective, if tech companies fully acknowledge their roles in maintaining and perpetuating bias, discrimination and falsehoods, he adds.
Knowledge that all of us are part of a culture that perpetuates bias appeared to mitigate anger expressed by some course participants.
Training which aims to promote cultural awareness and cultural competence can instead risk promoting detrimental conceptualisations of those from non-dominant cultures as 'different' , thus further perpetuating bias [ 26].
Does this perpetuate prejudice?
When they are trained using skewed data, or even data that is balanced but the systems are biased in decision-making, they will perpetuate the bias, as well.
If British publishers were to perpetuate that bias, if only through timidity, the loss would be ours.
The phrase "perpetuate bias" functions as a verb phrase where "perpetuate" (verb) acts upon "bias" (noun). It describes the act of maintaining or reinforcing an existing prejudice or inclination. As confirmed by Ludwig AI, this is a valid and usable phrase in written English.
Expression frequency: Common
