Tag: Accountability
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Ethical Issues Surrounding Research of AI in Health Care
Accountability, Algorithm Training, Algorithms, Artificial Intelligence, Autonomy, Data and Safety Monitoring Board, Equity, Responsibility, TransparencyAuthor: Lisa Murtha, Pralika Jain, Kiyong Song; Publisher: Reuters; Publication Year: 2022. The following article discusses how artificial intelligence (AI) models can be flawed considering humans are the ones behind making these models. The authors…
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Our Data Ethics: Measure What Matters and Don’t Be Creepy
Author: Lauren Peate; Publisher: Multitudes; Publication Year: 2021. The following article and video discuss how when starting a new company that uses lots of user data, it is important to have a good set of…
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Ethics in Mapping
Author: Kenneth Field; Publisher: ArcGIS Blog; Publication Year: 2022. The following article discusses the ethical practices that mapmakers should consider in the world of geographic information systems (GIS) and cartography. The author lists important frameworks…
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Ethics and Empathy in Using Imputation to Disaggregate Data for Racial Equity
Author: K. Steven Brown, LesLeigh Ford, Shena Ashley; Publisher: Racial Equity Analytics Lab; Publication Year: 2021. The following guide by the Urban Institute is meant to guide the practice of data disaggregation when using imputation,…
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What You Need to Know About AI Ethics
Accountability, Artificial Intelligence, Data Handling, Design Choices, Explainability, Fairness, Human Oversight, Safety, Security, System Capabilities, TransparencyAuthor: John Edwards; Publisher: Information Week; Publication Year: 2022. The following article discusses how artificial Intelligence (AI) is becoming more popular as tech continues to grow, but with that, the number and intensity of concerns…
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Doing The Right Thing With Data: Start Exploring Data Ethics Now
Author: Jochem Dogger; Publisher: Capgemini; Publication Year: 2020. The following article makes a point that often unethical use of data results from a lack of digital literacy or little awareness of the implications of digital…
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Five Ethical Challenges Facing Data-Driven Policing
Author: Jeremy Davis, Duncan Purves, Juan Gilbert, Schuyler Sturm; Publisher: AI and Ethics; Publication Year: 2022. The following paper lists out 5 challenges with “data-driven policing” which has become more common all across the U.S.…
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Building Ethical Guardrails into AI-Driven Robotic Assistants
Author: James Kobielus; Publisher: Transforming Data with Intelligence (TDWI); Publication Year: 2021. The following article focuses on why there are ethical boundaries needed when building robotic assistants in this article. Developers of the artificial intelligence…
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Why You Should Have an AI & Ethics Board
Accountability, Algorithms, Clarity, Consumer Data, Data Governance, Data Interpretation, Ethical Use, Privacy by Design, TransparencyAuthor: Jack Berkowitz; Publisher: Information Week; Publication Year: 2022. The following article discusses how before using consumer data, technology companies need to evaluate if they need to use the data. Companies and organizations need to…