Tag: Discrimination
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Artificial Intelligence Risk & Governance
Author: Artificial Intelligence/Machine Learning Risk & Security Working Group (AIRS); Publisher: University of Pennsylvania; Publication Year: N/A. The following paper explores the potential risks of AI and provides a standardized practical categorization of these risks:…
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Bad, biased, and unethical uses of AI
Admissions, Algorithms, Algorithms of Oppression, Amazon, Artificial Intelligence, Data Collection, Discrimination, Gender Bias, Hiring Software, LinkedIn, Medical School, Redlining, Transparency, UCLAAuthor: Anthony Macciola; Publisher: The Enterprisers Project; Publication Year: 2019. The following article provides 4 examples of bad, biased, or unethical uses of AI, as well as guidance for Chief Information Officers (CIOs) on how…
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How to Fight Discrimination in AI
Algorithmic Discrimination, Algorithms, Artificial Intelligence, Discrimination, Protected Classes, Unintentional DiscriminationAuthor: Andrew Burt; Publisher: Harvard Business Review; Publication Year: 2020. The following article describes how ensuring that your AI algorithm doesn’t unintentionally discriminate against particular groups is a complex undertaking. What makes it so difficult…
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Reducing Bias in AI-Based Financial Services
Accuracy, Artificial Intelligence, Banking & Finance, Bias, Data Governance, Data Governance Programs, Discrimination, Ethical Data Frameworks, Fairness, Gender, Machine Learning, Modeling, Predictions, RaceAuthor: Aaron Klein; Publisher: The Brookings Institution; Publication Year: 2020. The following paper goes in depth regarding why establishing and maintaining proper data governance programs and ethical data frameworks are so important to financial institutions.…