Keyword Analysis & Research: biased algorithms examples

geeksforgeeks.org

https://www.geeksforgeeks.org/5-algorithms-that-demonstrate-artificial-intelligence-bias/

5 Algorithms that Demonstrate Artificial Intelligence Bias 1. COMPAS Algorithm biased against black people ... 2. PredPol Algorithm biased against minorities ...

1. COMPAS Algorithm biased against black people ...

2. PredPol Algorithm biased against minorities ...

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wikipedia.org

https://en.wikipedia.org/wiki/Algorithmic_bias

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ibm.com

https://www.ibm.com/blog/shedding-light-on-ai-bias-with-real-world-examples/

WebOct 16, 2023 · As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Examples of AI bias in the real world show us that when discriminatory data and …

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weforum.org

https://www.weforum.org/agenda/2021/07/ai-machine-learning-bias-discrimination/

WebJul 19, 2021 · To explain how bias can lead to prejudices, injustices and inequality in corporate organizations around the world, I will highlight two real-world examples where bias in artificial intelligence was identified …

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towardsdatascience.com

https://towardsdatascience.com/real-life-examples-of-discriminating-artificial-intelligence-cae395a90070

WebJun 4, 2020 · Three Real-Life Examples of AI Bias. 1. Racism embedded in US healthcare. Photo by Daan Stevens on Unsplash. In October 2019, researchers found that an …

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datacamp.com

https://www.datacamp.com/blog/what-is-algorithmic-bias

WebExamples of Algorithmic Bias. Real-world examples can clarify the concept of algorithmic bias: Hiring algorithms. Amazon once built an AI system to automate its recruitment …

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wikipedia.org

https://en.wikipedia.org/wiki/Algorithmic_bias

OverviewImpactDefinitionsMethodsHistoryTypesObstacles to researchSolutionsCorporate algorithms could be skewed to invisibly favor financial arrangements or agreements between companies, without the knowledge of a user who may mistake the algorithm as being impartial. For example, American Airlines created a flight-finding algorithm in the 1980s. The software presented a range of flights from various airlines to customers, but weighed factors that boosted its own flights, regardless of price or convenience. In testimony to the United States Congress

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brookings.edu

https://www.brookings.edu/articles/algorithmic-bias-detection-and-mitigation-best-practices-and-policies-to-reduce-consumer-harms/

WebMay 22, 2019 · Given this, some algorithms run the risk of replicating and even amplifying human biases, particularly those affecting protected groups. 6 For example, automated risk assessments used by U.S....

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newscientist.com

https://www.newscientist.com/article/2166207-discriminating-algorithms-5-times-ai-showed-prejudice/

WebApr 12, 2018 · 1. Lock them up and throw away the key. COMPAS is an algorithm widely used in the US to guide sentencing by predicting the likelihood of a criminal reoffending. In perhaps the most notorious case...

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