Category: Tool
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DAIR Research Institute
Author: Timnit Gebru; Publisher: DAIR Research Institute; Publication Year: N/A. The following website features an interdisciplinary and globally distributed artificial intelligence (AI) research institute that was founded by Timnit Gebru who was fired by Google…
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The Data Nutrition Project
Author: N/A; Publisher: The Data Nutrition Project; Publication Year: N/A. The following organization’s mission is to empower “data scientists and policymakers with practical tools to improve [artificial intelligence (AI)] outcomes.” This page outlines the problem…
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Responsible AI Dashboard: A One-Stop Shop for Operationalizing Responsible AI in Practice
Artificial Intelligence, Casual Inference, Counterfactual Analysis, Error Analysis, Machine Learning, Unfairness Assessment, Unfairness MitigationAuthor: Mehrnoosh Sameki; Publisher: Microsoft; Publication Year: 2021. The following dashboard can be used to make sure data scientists ethically and responsibly take the correct approach towards artificial intelligence or machine learning. “A single pane…
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Data Science Ethics
Author: Maria Tackett; Publisher: Data Science Box; Publication Year: 2019. The following slideshow is a good resource to go through for data professionals because it’s easy to follow and makes a great point. Even well…
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Ethical Data Analytics II – Incorporate Ethics Into the Design of Data Projects
Author: Mando Rotman, Tom Jongen, Floor Komen; Publisher: IG&H; Publication Year: N/A. The following tool is an Ethical Risk Quick Scan for helping clients assess the ethical risks of their data. The following questions are…
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Moral Machine
Author: Iyad Rahwan, Jean-Francois Bonnefon, Azim Shariff; Publisher: Moral Machine; Publication Year: N/A. The following resource is an interactive tool that presents the user with several “trolley problem” type situations in which an autonomous vehicle…