Category: White Paper
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Australia’s Artificial Intelligence Ethics Framework
Accountability, Australia, Contestability, Environmental Wellbeing, Ethical Framework, Explainability, Fairness, Human Wellbeing, Privacy Protection, Reliability, Security, Societal Wellbeing, TransparencyAuthor: N/A; Publisher: Australian Government; Publication Year: 2022. The following guidelines provided by the Australian Government has a list of 8 items that make up their data ethics framework. These include: 1). Human, societal and…
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Building an ethical framework for data science and AI in the criminal justice system
Author: N/A; Publisher: The Alan Turing Institute; Publication Year: N/A. The following collaboration is an ongoing United Kingdom project working with the Ministry of Justice to ensure ethical use of data and artificial intelligence in…
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Data Ethics and Global Cultural Differences
Author: Soren Juul Jorgensen; Publisher: Nature; Publication Year: N/A. The following article discusses how as individual data becomes more exploited by companies in the name of profit and advancement of humanity, Jorgensen looks at studies…
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Algorithmic Bias, Financial Inclusion, and Gender
Bias Mitigation, Credit Score, Data Collection, Fairness, Gender Bias, Labeling Bias, Outcome Proxy Bias, Sampling BiasAuthor: Sonja Kelly, Mehrdad Mirpourian; Publisher: Women’s World Banking; Publication Year: 2021. The following report discussed where gender-based bias originates and how to mitigate such biases in the emerging digital credit space. The report discussed…
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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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A Guide for Ethical Data Science
Accountability, Data Management, Data Science, Harm Avoidance, Human Oversight, Implementation, Professional Competence, Project Planning, TrustworthinessAuthor: Institute and Faculty of Actuaries; Publisher: Royal Statistical Society; Publication Year: 2019. The following article is a very well designed code of ethics that revolves around its defined 5 major themes of data ethics:…
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Systemic Data Ethics Framework: A Stable Foundation for Responsible Innovation
Accountability, Agency, Application, Compliance, Consequences, Fairness, Inclusivity, Infrastructure, Integral Theory, Materials, Strategy, Sustainability, TransparencyAuthor: Peter Brownell; Publisher: Systemic Data Ethics; Publication Year: N/A. The following article and visualization establishes a framework for data ethics that can be mapped visually in a number of ways. At its core, the…