Category: 2021
-
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…
-
Algorithmic Bias in Data-Driven Innovation in the Age of AI
Author: Shahriar Akter, Grace McCarthy, Shahriar Sajib, Katina Michael, Yogesh Dwivedi, John D’Ambra; Publisher: International Journal of Information Management; Publication Year: 2021. The following paper provided a thorough framework for algorithmic biases in data driven…
-
Opt-in vs. Opt-out Approaches to Personal Information Processing
Author: Sarah Rippy; Publisher: The Privacy Advisor; Publication Year: 2021. The following article explains the difference between opt-in, opt-out and even a hybrid approach to data collection (opt-in being the main approach in the U.S.).…
-
WashU Experts: Facebook Controversy Raises Ethical Questions for Corporations
Consumer Data, Data-Driven Decision-Making, Ethical Dilemmas, Facebook, Values-Based Decision-MakingAuthor: Sara Savat; Publisher: The Source; Publication Year: 2021. The following article discusses the ethical dilemma that businesses are now faced with regarding the use of consumer data and tools that are built by companies…
-
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…
-
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…
-
Why Does Technology Need Ethics? | CEO of Parity, Rumman Chowdhury
Author: Rumman Chowdhury; Publisher: Parity; Publication Year: 2021. The following talk addresses the question: Why does technology need ethics? Dr. Chowdhury describes 2 kinds of bias, a quantitative one and a qualitative one, specifically data…