Tag: Human Bias
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Three Ways to Avoid Bias in Machine Learning
Author: Vince Lynch; Publisher: TechCrunch+; Publication Year: 2018. The following article discusses how bias in artificial intelligence (AI) can cause problems both because AI outputs are often blindly trusted, so any missed human bias could…
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Best Practices for Avoiding AI Biases in Data and Why It’s Important
Author: Sunil Yadav; Publisher: Baseline; Publication Year: 2022. The following article discusses how technology is created by humans and often reflects human biases. It is important to prioritize having unbiased artificial intelligence (AI) algorithms and…
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How the Responsible Use of AI can Create Safer Online Spaces
Author: Steve Durbin; Publisher: World Economic Forum; Publication Year: 2022. The following article discusses how although artificial intelligence (AI) promises to improve and streamline business operations and everyday life, there are proportional increasing concerns about…
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Artificial Intelligence in Education: Addressing Ethical Challenges in K-12 Settings
Author: Selin Akgun, Christine Greenhow; Publisher: AI and Ethics; Publication Year: 2022. The following article discusses the current and proposed uses of artificial intelligence (AI) in promoting educational outcomes for K-12 students. It asserts that,…
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How Open-Source Data Labeling Technology can Mitigate Bias
Author: Sean Michael Kerner; Publisher: VentureBeat; Publication Year: 2022. The following article discusses how when labeling data for modeling and machine learning, the person labeling the data can accidently introduce bias to the models. This…
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How Racial Bias in Tech Has Developed the “New Jim Code”
Artificial Intelligence, Biased AI, Discriminatory Practices, Facial Recognition Systems, Human Bias, Machine Learning, Unethical AIAuthor: Sarah E. Bon, Nyasha Junior; Publisher: Hyperallergic; Publication Year: 2020. The following article explores the use of artificial intelligence (AI) and machine learning in artistic research and reconstructions. Specifically, the authors explore the hidden…
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Understanding AI Bias in Banking
Author: Pedro Saleiro; Publisher: Feedzai; Publication Year: 2020. The following document discusses how recent events pushed organizations and individuals to push back against biases in financial institutes. In the digital age, however, it is not…
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My Data and Design Ethics Manifesto
Agnostic Innocuousness, Artificial Intelligence, Bad Algorithms, Facebook Russian Election Scandal, Human Bias, Malicious Actors, PageRank AlgorithmAuthor: Ovetta Sampson; Publisher: Medium; Publication Year: 2018. The following article discusses how bad algorithms compounded with bad actors have caused much technological harm over the past few years. The Facebook Russian Election scandal went…
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Algorithmic Bias Detection and Mitigation: Best Practices and Policies to Reduce Consumer Harms
Author: Nicol Turner Lee, Paul Resnick, Genie Barton; Publisher: Brookings; Publication Year: 2019. The following piece describes how artificial intelligence (AI) is being used to manage greater aspects of our economy. There is risk that…