Tag: Artificial Intelligence
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Challenges of AI Ethics in Insurance
Artificial Intelligence, Data Collection, Data Usage, Discrimination, Gender Discrimination, Income Discrimination, Racial DiscriminationAuthor: Michelle Seng Ah Lee; Publisher: Medium; Publication Year: 2022. The following article discusses the ethical concerns associated with the implementation of artificial intelligence (AI) programs in the insurance industry. Beyond privacy issues arising from…
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3 Ways to Reduce Implicit Bias in Predictive Analytics for Better Health Equity
Author: Michael A. Simon; Publisher: Drug: Discovery & Development; Publication Year: 2022. The following article first explains how implicit bias is present in the medical setting, and then links this train of thought into how…
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Artificial Unintelligence
Author: Meredith Broussard; Publisher: The MIT Press; Publication Year: 2018. The following book argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly…
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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 Bias: Why It Matters, and How to Avoid It
Artificial Intelligence, Association Bias, Biased Data, Confirmation Bias, Data Usage, Demographic Bias, Machine Learning, Measurement Bias, Privacy Regulations, Selection BiasAuthor: Megan Wells; Publisher: Scuba; Publication Year: N/A. The following article describes how with the rise of artificial intelligence (AI) and machine learning (ML), the use of data has multiplied over the years. The problem…
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A University of Maryland Professor Wants to Expose the Hidden Bias in AI, and Ehen Use It for Good
Author: Maya Lora; Publisher: The Baltimore Sun; Publication Year: 2022. The following article features an interview with Lauren Rhue. The article focuses on artificial intelligence (AI) technology and how biases are implicitly coded into AI…
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The AI Researcher Giving Her Field Its Bitter Medicine
Algorithms, Artificial Intelligence, Hippocratic Oath, Machine Learning, Mentorship, Research ImpactsAuthor: Max Levy; Publisher: Quanta Magazine; Publication Year: 2022. The following article contains an interview with Anima Anandkumar, a professor of computing at CIT & senior director of machine learning research at Nvidia, who focuses…