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Can We Protect AI from Our Biases?
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Author: Robin Hauser; Publisher: TED; Publication Year: N/A. In the following talk, Robin Hauser talks about unconscious bias in artificial intelligence (AI) algorithms. As part of producing her new movie about unconscious bias, she became interested in finding out whether it would be possible to create AI without bias. As she came to find out,…
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Preventing Harmful AI Bias With Fairness Through Awareness
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Author: Rik Chomko; Publisher: Forbes; Publication Year: 2022. The following article describes how, from an equity standpoint, artificial intelligence (AI) transparency is vital for preventing bias that has the potential to penalize protected classes or negatively impact a person’s well-being. From a business standpoint, it is becoming just as important. Across the nation and the…
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Critics Raise Alarm Over Big Tech’s Most Powerful Tools
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Author: Richard Water; Publisher: Financial Times; Publication Year: 2021. The following article discusses how big tech companies are using “Dark Patterns” in order to nudge their userbase into certain patterns of behavior. In a “race to the bottom” for market share and profits, these algorithms are based on reinforcement learning which creates a feedback loop…
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The Ethical Questions That Haunt Facial-Recognition Research
2020, Bias, Code of Ethics, Communities of Practice, Diversity, Equity & Inclusion, Frameworks, Legal & Policy, News Article, Privacy, Social Justicelnbressa
Author: Richard Van Noorden; Publisher: Nature; Publication Year: 2020. In the following article, science journalist Richard Van Noorden discusses how facial recognition technology is being used for malicious purposes. The Chinese government has abused facial recognition technology to profile Uyghurs via mass surveillance (camera networks) in order to send them to “re-education camps.” The algorithm…
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Can Algorithms Reduce Inequality?
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Author: Rediet Abebe; Publisher: TED; Publication Year: N/A. The following talk discusses how algorithms can be designed to reduce inequality by bringing in diverse groups of stakeholders. Collaboration between policymakers and algorithm designers can improve outcomes of applied algorithms. Social scientists should be included in implementation as well to promote equality and justice. This TED…
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The Real Reason to be Afraid of Artificial Intelligence
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Author: Peter Haas; Publisher: TEDx Talks; Publication Year: 2017. The following article features Peter Haas, who actually works in robotics at Brown University, who is afraid of robots. The example of how to train a model to classify wolf and Husky illustrates that there exists bias in the data set that was fed to the…
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How Artificial Intelligence Can Deepen Racial and Economic Inequities
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Author: Olga Akselrod; Publisher: ACLU; Publication Year: 2021. The following article presents a direct call to action to law makers to increase legislation to prevent against bias and discrimination in artificial intelligence (AI) algorithms. The author describes how, intentionally or not, AI algorithms can perpetuate inequalities that exist among the populations that they deal with.…
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Big Data Phenotyping in Rare Diseases: Some Ethical Issues
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Author: Nina Hallowell, Michael Parker, Christoffer NellÃ¥ker; Publisher: Genetics in Medicine; Publication Year: 2018. The following article discusses how computational phenotyping (using machine learning algorithms [MLAs] to analyze photographic images) has improved healthcare experience for rare disease patients and facilitated the research for clinical geneticists. Although there are many benefits and beneficiaries of computational phenotyping,…
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Ethical Use of AI in Hiring
2021, Bias, Blog Article, Code of Ethics, Diversity, Equity & Inclusion, Frameworks, Privacy, Underrepresented Authorlnbressa
Author: Nina Alag Suri; Publisher: LinkedIn; Publication Year: 2021. The following article describes how artificial intelligence (AI) plays an important role in talent acquisition and can make more precise predictions of candidate success. In order to ethically use AI, companies should utilize ethical frameworks and an ethical code of conduct. Some notable topics include: candidates…
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Artificial Intelligence in Healthcare: Providing Ease or Ethical Dilemmas?
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Author: Nils Aoun, Chloé Currie, Itai Epstein, and Chaaron Nahar; Publisher: Maiei; Publication Year: 2022. The following article covers how research in medicine by people is at a plateau, many of the recent advancements are coming through artificial intelligence (AI). AI has primarily increased the efficiency of the diagnosis process. Showing great accuracy in classifying…
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