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The Importance of Data Ethics in the Digital Age
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Author: Prakash Mishra; Publisher: NTT Data; Publication Year: 2020. The following article focuses less on what data scientists are doing on a daily basis and instead talks about regulation and how data professionals can push for better rules and guidelines. “The question is: Do we have enough best practices for data governance, data sharing, insight,…
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Don’t Believe the Hype: Promoting AI Ethics and Principles
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Author: Niven R. Narain; Publisher: Technology Networks; Publication Year: 2022. The following article discusses how in recent years, artificial intelligence (AI) has become a necessary tool for advancing science, specifically in medicine. It is used to design clinical trials, choose the right patients, and reduce the time it takes to commercially launch new medications. However,…
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Ethics and Artificial Intelligence: A Policymaker’s Introduction
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Author: Jamie Baker; Publisher: Center for Security and Emerging Technology; Publication Year: 2021. The following article focuses on how policy can affect how artificial intelligence (AI) is utilized and both the negative and positive connotations of that. When creating law related to AI usage, there will always be gaps that will not be covered by…
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Detecting and Mitigating Bias in Natural Language Processing
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Author: Aylin Caliskan; Publisher: Brookings; Publication Year: 2021. The following article looks at how billions of people using the internet every day are exposed to biased word embeddings. However, word embedding debiasing is not a feasible solution to the bias problems since debiasing word embeddings remove essential context about the world. Instead of blindly debiasing…
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Understanding the Ethical Dance of AI and Healthcare
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Author: Ashleigh Kennedy; Publisher: TEDx Talks; Publication Year: 2020. The following video discusses how AI is innovating the healthcare industry, but as the technology develops and the line between humans and machine becomes blurry, ethical issues arise. Human augmentation technology which is intended to re-establish human agency is actually taking control away from humans. As…
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How Can the Aviation Industry Make AI Safer?
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Author: Arathi Sethumadhavan, Joe Garvin; Publisher: World Economic Forum; Publication Year: 2022. The following article describes how now that the field of artificial intelligence is growing, data scientists and executives can benefit from looking to the aviation industry, a field known for its emphasis on regulation and safety measures, as a standard for improving data…
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Big Data: Destroyer of Informed Consent
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Author: A. Michael Froomkin; Publisher: Yale Journal of Health Policy, Law & Ethics, and Yale Journal of Law & Technology; Publication Year: 2019. The following article focuses on how a regulation was changed in 2019 to revise what it means for the requirement of informed consent. Now that companies collect data virtually everywhere and data…
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