Category: Blog Article
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AI Ethics: A Guide to Ethical AI
Algorithms, Data Collection, Guidelines, Health Outcomes, Healthcare, Risk Assessments, Risk Audits, Transparency, ValuesAuthor: Alexandria Jacobson; Publisher: Builtin; Publication Year: 2022. The following article focuses on Apixio, an AI healthcare company that is focused on delivering actionable insights to improve health outcomes. Their AI ethics revolve around the…
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Head to Head: The Ethics of Vaccine Passports and COVID Passes
Author: Alberto Giubilini, Helen Kennedy; Publisher: The Conversation; Publication Year: 2021. Summary: The following article talks about vaccine passports, a category of tracking tools that verify that someone has received the COVID vaccine and therefore…
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Inequality in the Data Science Industry
Algorithms, Automation, Bias Avoidance, Gender Differences, Hard-Coded Racism, Malicious Actors, Recidivism Rates, Representation in Training Datasets, Weapons of Math DestructionAuthor: Aisulu Omar; Publisher: Towards Data Science; Publication Year: 2022. The following article discusses how data scientists should be more cognizant of the role they play in organizations. Their skill set as a tool can…
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An Evaluation of the Job Landscape and Trends in AI Ethics
Artificial Intelligence, Demographic Bias, Geographic Bias, Job Landscape, Private Sector, StatisticsAuthor: Quentin J Louis, Joshua Walker, Katherine Lai, Victoria Matthews, Kitty Atwood, Susanna Raja, Ayomikun Bolaji; Publisher: Data Ethics 4 All; Publication Year: 2022. The following resource is an in-depth evaluation with three recommendations including…
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7 Types of Bias in Machine Learning
Bias, Bias Testing, Data Collection, Development Cycle, Diversity, Domain Expertise, High-Quality Data LabelingAuthor: N/A; Publisher: Telus International; Publication Year: 2021. The following article discusses how ensuring a diverse team is important, but you can “enlist the help of someone with the domain expertise to review your collected…
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6 Ethical Issues in Healthcare in 2020
Artificial Intelligence, Big Data, Customized Medicine, Dehumanizing Patients, Ethical Issues, Financial Management, Healthcare, Medical Emergencies, Patient Privacy, Population Health Data, RoboticsAuthor: N/A; Publisher: AdventHealth University; Publication Year: 2020. The following article highlights 6 ethical issues in healthcare in 2020 (and beyond). The ethical issues are 1). taking advantage of Big Data without dehumanizing patients; 2).…
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Mapping AI and Data Ethics
Artificial Intelligence, Data Justice, Data Visualizations, Disciplinary Isolation, Ethical Relevance, Non-Dominant Perspectives, Responsible Artificial IntelligenceAuthor: N/A; Publisher: The Ada Lovelace Institute; Publication Year: N/A. The following resource explains the major challenge in mapping AI and data ethics concerns what constitutes AI and data ethics in the first place. The…
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AI Solutions to Change Your Business
Accountability, Autonomous Vehicles, Banking & Finance, Bias, Business, Ethical Framework, Fortune 500, Guide, Healthcare, Robotics, Technology Sector, TransparencyAuthor: N/A; Publisher: Accenture; Publication Year: N/A. The following framework is unique in that it is not published by a third party, a data ethics organization, or an educator. Rather, this is the ethical framework…