-
Ethical AI: Five Guiding Pillars
lnbressa
Author: Todd Lohr, Tracy Gusher; Publisher: KPMG International; Publication Year: 2019. The following report contains policies and actions that can be implemented to operate an ethical artificial intelligence (AI). The 5 pillars are: 1). Prepare employees now, 2). Develop strong oversight and governance, 3). Align cybersecurity and ethical AI, 4). Mitigate bias, and 5). Increase…
-
Datasheets for Datasets
lnbressa
Author: Timnit Gebru, Jamie Morgenstern, Briana Vecchione, Jennifer Wortman Vaughan, Hanna Wallach, Hal Daumé III, Kate Crawford; Publisher: Microsoft; Publication Year: 2019. The following proposal identifies that as the field of machine learning has grown, we continually see misuse of algorithmic processes or data that reinforces biases or has other ethical and legal concerns. The…
-
Data Ethics and the Impact on Customer Service
lnbressa
Author: N/A; Publisher: Telus International; Publication Year: 2019. The following article talks about a digital security software company Thales, which says, the majority of consumers say companies are responsible for protecting them from data breaches, with 64% reporting they’re “unlikely to do business with a company where their financial or sensitive data was stolen.” Data…
-
Ethical Relationships: Donors ARE Data – the Ethical Implications of Data Hygiene
lnbressa
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 donors is important, both for the success of the non-profit and for respecting the donor…
-
Data Science, Ethics, and the ‘Massive Scumbags’ Problem
lnbressa
Author: Stilgherrian; Publisher: ZDNet; Publication Year: 2019. The following article covers 5 ethical smokescreens working against the consideration of ethical behavior: 1). Techno-logic: we use technology as a way to “reduce the world to something we can control,” but lots of things, especially human behavior, cannot be clearly measured in this way; 2). Value neutrality:…
-
A New Study Finds a Potential Risk with Self-Driving Cars: Failure to Detect Dark-Skinned Pedestrians
lnbressa
Author: Sigal Samuel; Publisher: Vox; Publication Year: 2019. The following article talks about the self-driving Uber cars. It points to a very important ethical issue in data science i.e. the issue that self-driving Uber cars so biased that they cannot detect a dark-skinned pedestrian for stopping. This shows that algorithms are inherently biased and that…
-
Responsible AI: Data Science and Ethics with Dr. Rumman Chowdhury
lnbressa
Author: Rumman Chowdhury; Publisher: Accenture Technology; Publication Year: 2019. In the following video, Dr. Ruman Chowdury explains how “[artificial intelligence (AI)] is information about people meant to understand trends about human behavior.” There are 2 kinds of bias: bias in data and models and bias in the imperfect world. Ethics is not just about improving…
-
A Guide for Ethical Data Science
lnbressa
Author: Institute and Faculty of Actuaries; Publisher: Royal Statistical Society; Publication Year: 2019. The following article is a very well designed code of ethics that revolves around its defined 5 major themes of data ethics: 1). Seek to enhance the value of data science for society; 2). Avoid harm; 3). Apply and maintain professional competence;…
-
Understanding Data Bias
lnbressa
Author: Prabhakar Krishnamurthy; Publisher: Medium; Publication Year: 2019. The following article discusses how most datasets suffer from bias which can affect conclusions drawn from the data in a way that is discriminatory. This paper describes different types of bias and how it may arise. Knowing the sources of bias can help us mitigate their effect…
-
AI Ethics in Predictive Policing: From Models of Threat to an Ethics of Care
lnbressa
Author: Peter Asaro; Publisher: IEEE Xplore; Publication Year: 2019. The following article looks at predictive policing from 2 lenses they refer to as the Ethics of Care Approach and the Models of Threat Approach. The Ethics of Care Approach “considers the factors that lead people to violate the law and seek out new interventions that…
Archive
Categories
- 1979
- 2002
- 2004
- 2006
- 2007
- 2010
- 2011
- 2012
- 2013
- 2014
- 2015
- 2016
- 2017
- 2018
- 2019
- 2020
- 2021
- 2022
- 2023
- Agriculture
- Automobiles
- Aviation
- Banking & Finance
- Bias
- Blog Article
- Book
- Cartography
- Code of Ethics
- Communities of Practice
- Criminal Justice
- Digital Media
- Diversity, Equity & Inclusion
- Education
- Education & Training
- Encyclopedia
- Environment
- Film, Arts & Entertainment
- Frameworks
- Glossary
- Healthcare
- Industry-Specific
- Insurance
- Legal & Policy
- News Article
- Notable People
- Oil & Gas
- Podcast
- Privacy
- Renewable Energy
- Research Article
- Social Justice
- Sports
- Tool
- Uncategorized
- Underrepresented Author
- Video
- Visualization
- White Paper