Category: Social Justice
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CARE Principles for Indigenous Data Governance
Author: N/A; Publisher: The Global Indigenous Data Alliance; Publication Year: 2022. The following guidelines set out the minimum requirements for Indigenous-designed data approaches and standards, which can be generalized to all approaches and standards to…
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Real-life Examples of Discriminating Artificial Intelligence
Author: Terence Shin; Publisher: Medium; Publication Year: 2020. The following article begins by giving a brief overview of how dangerous artificial intelligence (AI) models can be if they are not properly checked for biases, then…
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Technology and Public Purpose
Author: N/A; Publisher: Belfer Center for Science and International Affairs, Harvard University; Publication Year: N/A. The following article discusses how biases and systems that routinely exclude and oppress have spread from the physical world into…
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AI Ethics vs Data Ethics
Author: Steven Tiell; Publisher: Ethics of Data; Publication Year: 2020. The following visualization focuses on how a lot of terms surrounding the ethical considerations of data seem interchangeable, yet educating ourselves on what really constitutes…
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Minority Report
Author: Stephen Spielberg; Publisher: N/A; Publication Year: 2002. The following film starring Tom Cruise concerns a future where people are arrested by a “Pre-Crime” unit before a crime is committed. There are several biases involved…
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Capitol Records Drops ‘Offensive’ AI Rapper FN Meka After Outcry Over Racial Stereotyping
Author: Sian Cain; Publisher: The Guardian; Publication Year: 2022. In the following article, FN Meka highlights the importance of considering marginalized communities when making decisions involving data. FN Meka was immediately met with backlash by…
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Data Ethics? Not My Problem, Say 42% of UK Data Workers
Author: Shubnam Sharma; Publisher: UKTN; Publication Year: 2021. In the following article, data ethics deals with the moral obligations of gathering, protecting, and using personally identifiable information, and how it affects individuals. Upon surveying 1,000…
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New Cornell Certificate Helps Create the Ethical Data Science Workplace of the Future
Author: Sarah Thompson; Publisher: Cornell Chronicle; Publication Year: 2022. The following article discusses how a professor in the Department of Statistics and Data Science at Cornell recently began offering a Data Ethics online certificate program…
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How Biased Are Our Algorithms?
Author: Safiya Umoja Noble; Publisher: TEDx Talks; Publication Year: 2014. The following video initially discusses how the speaker is not the same skin tone as her white mother. She then goes into discussing the cultural…