Tag: Transparency
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Differential Privacy at the U.S. Census
Author: Simson Garfinkel, Kyle Polich; Publisher: Data Skeptic; Publication Year: 2020. The following podcast episode features an interview with Simson Garfinkel who talks about his work with the U.S. Census and how they have changed…
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Algorithmic Accountability
Author: Hetan Shah; Publisher: National Library of Medicine; Publication Year: 2017. The following article reviews ways in which researchers can improve trustworthiness. The authors argue that transparency alone cannot lead to accountability. Additionally, legislation for…
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Ethical AI Governance Framework
AI Governance Framework, Artificial Intelligence, Competence, Explainability, Stakeholder Engagement, Sustainability, TransparencyAuthor: N/A; Publisher: Saidot; Publication Year: 2021. The following article outlines 6 building blocks of an ethical artificial intelligence (AI) governance framework. These include strategy and values (acceptable use of AI in alignment with business…
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Big Data Ethics and 10 Controversial Data Science Experiments
Author: Sabrina Dominguez; Publisher: Data Science Dojo; Publication Year: 2018. In the following article, Sabrina Dominguez summarizes 10 controversial data science projects involving big data. She looks at these examples through a business lens, with…
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The Ethics of Psychological Artificial Intelligence: Clinical Considerations
Artificial Intelligence, Clinical Psychology, Competence, Cultural Diversity, Cybersecurity, Reliability, TransparencyAuthor: Russell Fulmer, Tonya Davis, Cori Costello, Angela Joerin; Publisher: Wiley Online Library; Publication Year: 2021. In the following article, Russell Fulmer, Tonya Davis, Cori Costello, and Angela Joerin, researchers at Northwestern University, discuss how…
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Sport Faces Big Data Dilemmas
Artificial Intelligence, Data Collection, Data Distribution, Data Usage, Tracking, Transparency, Wearable DevicesAuthor: Ronald Brouwer, Nathalie La Verge; Publisher: Deloitte.; Publication Year: N/A. The following article discusses how improvements in sports technology come with more opportunity for scrutiny on players. How would you like if your entire…
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Preventing Harmful AI Bias With Fairness Through Awareness
AI Transparency, Algorithmic Accountability Act, Algorithms, Artificial Intelligence, Artificial Intelligence Act, European Union, Explainability, Fairness, TransparencyAuthor: 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…