Category: Blog Article

Real-life Examples of Discriminating Artificial Intelligence

Amazon, Artificial Intelligence, Decision-Making, Ethical Violations

Author: Terence Shin; Publisher: Medium; Publication Year: 2020. The following article begins by giving a brief overview of how dangerous artificial intelligence (AI) models can be if they are not properly checked for biases, then…
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Credit Scoring and the Risk of Inclusion

Alternative Data Initiatives, Bias Mitigation, Credit Score, Racial Inequality

Author: Tamara K. Nopper; Publisher: Medium; Publication Year: 2022. The following article examines the possibilities of alternative data initiatives for mitigating racial inequality in the U.S. credit scoring system This discusses the for-profit credit evaluation…
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Ethical Relationships: Donors ARE Data – the Ethical Implications of Data Hygiene

Data Cleaning, Donations, Donors

Author: T. Clay Buck; Publisher: AFP Global; Publication Year: 2019. The following article discusses the implications of maintaining clean data within a not-for-profit setting. In particular it focuses on how clean data about donations and…
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A Good Talk About Good Data

Google, Personal Privacy, Personally Identifiable Information, Targeted Personal Data

Author: Susanne Schmidt, Sam Gilbert; Publisher: Open Innovations; Publication Year: 2021. In the following article, Susanne and Sam wrestle with different definitions of data ethics and the contexts behind these definitions. They decide that the…
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Making It Easier to Compare the Tools for Explainable AI

Explainability, Metadata, Usability, Utility, XAI Toolsheet

Author: Surya Karunagaran; Publisher: Partnership on AI; Publication Year: 2022. The following article focuses on how Partnership on AI, inspired partially by Google Model Cards and Microsoft’s Datasheets for Datasets, has developed documentation on explainable…
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AI Ethics: Two Major Concerns it Addresses and Should it Become a Core Element in Data Science?

AI Development, Artificial Intelligence, Ethical Principles

Author: Stylianos Kampakis; Publisher: The Data Scientist; Publication Year: N/A. The following article features Dr. Kampakis, a data scientist for 10 years, who addresses 2 major concerns with artificial intelligence (AI) ethics and provides 3…
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Financial Services Firms Turn to Data Ethics to Manage Digital Risks

Automation, Cybersecurity, Data Governance, Fairness, Risks

Author: Steven Tiell; Publisher: Accenture; Publication Year: 2021. The following article talks about how In 2021, data ethics will be the tool financial services firms choose to manage digital risks in automation and cybersecurity. Practicing…
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Teaching Ethics and AI for Ethics

Artificial Intelligence, Automation, Curriculum, Decision-Making, Financial Data

Author: Steven M. Mintz; Publisher: Strategic Finance; Publication Year: 2021. The following article discusses how data ethics is vital for young professionals to learn in a new automated, decision-making world in finance. For this reason,…
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Why Data Ethics in Marketing is Important and What to Do About It

Building Trust, Customer Centricity, Data Integration, Data Minimization, First-Party Data, Incremental Consent, Marketing, Repeat Business, Zero-Party Data

Author: Stéphane Hamel; Publisher: Supermetrics; Publication Year: 2020. The following article explains how data ethics is still a relatively new concept. It explains why data ethics has become a major topic in marketing and explains…
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