Tag: Discrimination
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Bias in Machine Learning
Algorithms, Discrimination, Feedback Loop, Inequality, Machine Learning, Machine Learning Lifecycle, Miro, Unconscious BiasAuthor: N/A; Publisher: Miro; Publication Year: N/A. The following visualization highlights the impact of bias in several aspects of the machine learning lifecycle. One point discussed frequently is the patterns of bias and discrimination baked…
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Great Promise but Potential for Peril
Artificial Intelligence, Automation, Decision-Making, Discrimination, Healthcare, Hiring Software, Human Judgement, Machine Learning, Product Development, Surveillance, Unconscious BiasAuthor: Christina Pazzanese Publisher: The Harvard Gazette Publication Year: 2020 Summary: The following article starts off by talking about all the different ways in which AI or machine learning can help improve society and business.…
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Digital Ageism: Challenges and Opportunities in Artificial Intelligence for Older Adults
Accessibility, Ageism, Digital Ageism, Discrimination, Fairness, Harms of Allocation, Harms of Representation, Older Adult Populations, PrejudiceAuthor: Charlene Chu et al.; Publisher: The Gerontologist, Volume 62; Publication Year: 2022. The following paper explores the impacts of ageism and technology. They define “digital ageism” as the repercussions of bias against older individuals…
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Data Feminism Presents an Intersectional Feminist Way to Think About Data Science and Ethics
Author: Catherine D’Ignazio and Lauren Klein; Publisher: Ms. Magazine; Publication Year: 2020. The following article discusses how the dominant group of data scientists today are straight, white, cisgender man who has formal credentials and is…
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AI Bias Could Put Women’s Lives At Risk – A Challenge For Regulators
Artificial Intelligence, Data Collection, Discrimination, European Union, Gender, Gender Bias, Gender GapAuthor: Carmen Neithammer; Publisher: Forbes; Publication Year: 2020. The following article touches on the bias that is introduced into algorithms by using data sets that are comprised mainly of information about the male population. A…
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How To Solve AI’s Ethical Puzzles
Author: Cansu Canca; Publisher: TEDx Talks; Publication Year: 2020. The following video discusses how AI and machine learning raise many serious ethical concerns regards many areas and some of those algorithms’ biases manipulate or reinforce…
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Big Data and Financial Ethics: The Significant Capabilities of
Artificial Intelligence Necessitate Human Guidance and InputAuthor: Billie Trinder; Publisher: Seven Pillars Institute; Publication Year: 2019. The following article argues that external enforcement of ethical principles in data analytics is unfeasible due to the pace of technological advancement and bureaucratic lag.…