Tag: Google
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Increasing Transparency in Perspective’s Machine Learning Models
Author: Lucy Vasserman, John Cassidy; Publisher: Medium; Publication Year: 2019. The following article discusses how the Jigsaw team at Google analyzed Perspective API’s toxicity model, which gives toxicity scores to online comments from a variety…
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Trans Researchers Want Google Scholar to Stop Deadnaming Them
Author: Khari Johnson; Publisher: Wired; Publication Year: 2022. The following article identifies an ongoing problem in many search based algorithms in regards to using the correct name for a transgender individual. “Deadnaming” is the incorrect…
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At Google Cloud, A.I. Ethics Requires ‘Iced Tea’ and ‘Lemonaid’
Author: Jeremy Kahn; Publisher: Fortune; Publication Year: 2022. The following article discusses how in Google’s Cloud business, manufacturing customers desired using Google’s computer vision to search for and detect defects in their products on their…
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Truth in Pictures: What Google Image Searches Tell Us About Inequality at Work
Author: Gretchen Hellman; Publisher: Diversity Employers; Publication Year: 2017. The following article speaks about the bias of search engines. If you were to look for images of a “professor” or “CEO” you would find images…
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Google Model Cards: A Proposed First Step
Author: N/A; Publisher: Google Cloud; Publication Year: N/A. The following tool is a proposed method for machine learning transparency similar to Microsoft’s Datasheets for Datasets. It proposes a “card” that comes with each model, designed…
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The Importance of Data Ethics | Google Data Analytics Certificate
Author: Google Career Certificates; Publisher: YouTube; Publication Year: 2021. The following video features Alex, a research scientist at Google, who talks about how their team works through challenges of how artificial intelligence (AI) interacts with…
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The Ethics of Big Data
Author: Dominique Daly; Publisher: Hurree; Publication Year: 2023. The following article discusses how in the era of big data, we are all being followed online. Google records 3.5 billion searches per day. How to deal…
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Playing with AI Fairness: Google’s New Machine Learning Diagnostic Tool Lets Users Try on Five Different Types of Fairness
Demographic Parity, Equal Accuracy, Equal Opportunity, Fairness, Google, Group Thresholds, Group Unaware, Machine LearningAuthor: David Weinberger; Publisher: What-If Tool; Publication Year: N/A. The following article discusses how Google created a “What-If” visualization tool to test machine learning systems and demonstrate how they perform in regards to different definitions…
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The Great Hack on Netflix: Ethics of Data Use
Cambridge Analytica Scandal, Facebook, Google, Mass Data Exploitation, Netflix, The Great Hack, Whistle-BlowingAuthor: Dan Wardrope; Publisher: Flexxable; Publication Year: N/A. The following article reviews people’s reactions to The Great Hack on Netflix. The Great Hack exposes the wrong-doing of mass data exploitation during the Cambridge Analytica scandal.…