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NSF and Amazon Award $1M for Healthcare AI Integrity
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Author: Andrea Fox; Publisher: Healthcare IT News; Publication Year: 2022. The following article describes how it is easy for companies to set aside ethics issues and ignore biases in AI to pursue a higher goal of profits and success, and the honest, diligent data scientists who take the time to carefully prepare their algorithms to…
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We Asked GPT-3 to Write an Academic Paper About Itself—Then We Tried to Get It Published
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Author: Almira Osmanovic Thunström; Publisher: Scientific American; Publication Year: 2022. The following article describes how GPT-3 is, according to Wikipedia, “…an autoregressive language model that uses deep learning to produce human-like text.” The author of this article gave the model a short but complex query: “Write an academic thesis in 500 words about GPT-3 and…
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Operationalizing Data Ethics in the Financial Services Sector
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Author: N/A; Publisher: Allen & Overy; Publication Year: 2019. The following article discusses how like almost all industries, financial services is also being revolutionized by data and artificial intelligence algorithms, but artificial intelligence has its shortcomings. Though it can’t be blindly trusted in financial service decisions, and this article lists 9 suggestions for operationalizing data…
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AI Ethics: A Guide to Ethical AI
2022, Bias, Blog Article, Code of Ethics, Education & Training, Frameworks, Healthcare, Notable Peoplelnbressa
Author: Alexandria Jacobson; Publisher: Builtin; Publication Year: 2022. The following article focuses on Apixio, an AI healthcare company that is focused on delivering actionable insights to improve health outcomes. Their AI ethics revolve around the idea that healthcare data collection must be held to a higher standard than other industry organizations. They have best practices…
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Thwarting Bias in AI Systems
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Author: Alexandra George; Publisher: Carnegie Mellon University; Publication Year: 2018. The following article discusses how some variables can be proxies for variables that are protected classes such as race or gender. It gives an example of how zipcode can be a proxy for race and how gang membership can be a proxy for both race…
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We Invited an AI to Debate its Own Ethics in the Oxford Union – What It Said was Startling
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Author: Alex Connock, Andrew Stephen; Publisher: The Conversation; Publication Year: 2021. The following article describes how an artificial intelligence (AI) algorithm was invited to debate alongside students in an Artificial Intelligence for Business program at Oxford. The algorithm is called the Megatron Transformer, developed by the Applied Deep Research team at Nvidia. It is trained…
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Inequality in the Data Science Industry
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Author: Aisulu Omar; Publisher: Towards Data Science; Publication Year: 2022. The following article discusses how data scientists should be more cognizant of the role they play in organizations. Their skill set as a tool can be potentially used by malicious actors. One way to counter this is to ensure representation in the training dataset in…
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