Tag: Accuracy
-
DeepMind is asking how AI helped turn the internet into an echo chamber
Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following article discusses how artificial intelligence (AI) furthers the “filter bubble” online. Users tend to interact with content that they enjoy, which allows recommendation…
-
Gender Shades
Author: Joy Buolamwini, Timnit Gebru; Publisher: MIT Media Lab; Publication Year: 2018. The following video discusses the Gender Shades project which evaluates the bias of 3 commercial artificial intelligence (AI) gender classification products (Microsoft, Face++,…
-
AI and Data Ethics: 5 Principles to Consider
Author: Jack Berkowitz; Publisher: ADP; Publication Year: N/A. The following article aims to define a framework for data ethics within human resources. Berkowitz lists 5 common principles of data ethics that can help answer the…
-
Reducing Bias in AI-Based Financial Services
Accuracy, Artificial Intelligence, Banking & Finance, Bias, Data Governance, Data Governance Programs, Discrimination, Ethical Data Frameworks, Fairness, Gender, Machine Learning, Modeling, Predictions, RaceAuthor: Aaron Klein; Publisher: The Brookings Institution; Publication Year: 2020. The following paper goes in depth regarding why establishing and maintaining proper data governance programs and ethical data frameworks are so important to financial institutions.…