Category: Legal & Policy
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How to Promote Ethics in Data Science and Analytics
Author: Kirsten Hoogenakker Publisher: DataDrive Publication Year: 2021 Summary: The following article discusses how math has generally been thought of as a completely unbiased form of research. Numbers are numbers, how could they be biased?…
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What are the Ethical Concerns of Artificial Intelligence in Marketing?
Author: Kevin Walsh, Paul Roetzer Publisher: HubSpot Publication Year: 2019 Summary: The following video notes that individuals frequently make a trade off between privacy and convenience in order to receive personalized content, which firms can…
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We Need to Talk About How Good A.I. Is Getting
Author: Kevin Roose; Publisher: The New York Times; Publication Year: 2022. The following article discusses how there are serious risks to artificial intelligence (AI) development that legislators and the public do not understand. Those who…
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Transphobia in Algorithms
Author: Kelsey Campbell; Publisher: Gay TA Science; Publication Year: 2021. In the following talk, Kelsey explains how the cissexism present in society today impacts data science as a field. They give examples from real-life on…
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WiDS podcast Episode 28, Karen Hao, Covering AI and Ethics Washing in the Tech Industry
Author: Margo Gerritsen, Karen Hao; Publisher: Women in Data Science Podcast; Publication Year: N/A. In the following podcast episode, the focus is on Karen Hao who wrote an influential article in MIT Technology Review describing…
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A New Vision of Artificial Intelligence for the People
Algorithms, Artificial Intelligence, Assimilation, Colonialism, Community Data, Data Collection, Maori Language, Natural Language Processing TechnologyAuthor: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2022. In the following article, Karen Hao writes the final story in a 5 part series on artificial intelligence (AI) colonialism. Parts 1 through 4 were…
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IBM’s Photo-Scraping Scandal Shows What a Weird Bubble AI Researchers Live In
Artificial Intelligence, Data Scraping, Facial Recognition Systems, Flickr, IBM, Instagram, New York Times, Public Data, Wall Street Journal, Web ScrapingAuthor: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following article discusses how in March of 2019, NBC released a story with the headline “Facial recognition ‘dirty little secret’: Millions of online photos…
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Facebook’s Ad-Serving Algorithm Discriminates by Gender and Race
Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following article describes how people may have seen personalized Facebook advertisements on their feed. As it turns out, that algorithm, based on machine learning,…
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Industry Best Practices for AI Governance
Author: Joy Looney; Publisher: Data Iku; Publication Year: 2022. The following article lays out a framework for the ethical development of machine learning models. This framework contains concrete examples of actions that data scientists and…