Tag: Machine Learning
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Bias in Machine Learning
Algorithms, Discrimination, Feedback Loop, Inequality, Machine Learning, Machine Learning Lifecycle, Miro, Unconscious BiasAuthor: N/A; Publisher: Miro; Publication Year: N/A. The following visualization highlights the impact of bias in several aspects of the machine learning lifecycle. One point discussed frequently is the patterns of bias and discrimination baked…
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How Inclusive Machine Learning Can Benefit Your Organization
Author: Christopher Tozzi; Publisher: ITPro Today; Publication Year: 2022. The following article discusses how businesses have started putting more of an “inclusive” focus on machine learning models to avoid bias and error while creating models.…
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Great Promise but Potential for Peril
Artificial Intelligence, Automation, Decision-Making, Discrimination, Healthcare, Hiring Software, Human Judgement, Machine Learning, Product Development, Surveillance, Unconscious BiasAuthor: Christina Pazzanese Publisher: The Harvard Gazette Publication Year: 2020 Summary: The following article starts off by talking about all the different ways in which AI or machine learning can help improve society and business.…
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How To Solve AI’s Ethical Puzzles
Author: Cansu Canca; Publisher: TEDx Talks; Publication Year: 2020. The following video discusses how AI and machine learning raise many serious ethical concerns regards many areas and some of those algorithms’ biases manipulate or reinforce…
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Artificial Intelligence and Ethics: Sixteen Challenges and Opportunities
Author: Brian Patrick Green; Publisher: Markkula Center for Applied Ethics, Santa Clara University; Publication Year: 2020. The following article discusses how AI and machine learning is transforming society. As these are emerging technologies, we are…
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Ethical Issues Arising Due to Bias in Training A.I. Algorithms in Healthcare and Data Sharing as a Potential Solution
Author: Bilwaj Gaonkar Ph.D., Kirstin Cook B.A., Luke Macyszyn M.D.; Publisher: The AI Ethics Journal; Publication Year: 2020. The following article features authors that explain that each time a human makes a decision in modeling,…
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Big Data and Financial Ethics: The Significant Capabilities of
Artificial Intelligence Necessitate Human Guidance and InputAuthor: Billie Trinder; Publisher: Seven Pillars Institute; Publication Year: 2019. The following article argues that external enforcement of ethical principles in data analytics is unfeasible due to the pace of technological advancement and bureaucratic lag.…
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8 Ways to Ensure Your Companies AI is Ethical
Algorithms, Artificial Intelligence, Customer Collaboration, Machine Learning, Product Development, Release Framework, Responsible Tech, TransparencyAuthor: Barbara Cosgrove; Publisher: Workday; Publication Year: 2020. The following blog post gives technology companies 8 ways to incorporate ethical considerations into building their AI algorithms. 1). Define a common agreement about what AI ethics…