The State of AI Ethics Report (January 2021)
Gupta, Abhishek, Royer, Alexandrine, Wright, Connor, Khan, Falaah Arif, Heath, Victoria, Galinkin, Erick, Khurana, Ryan, Ganapini, Marianna Bergamaschi, Fancy, Muriam, Sweidan, Masa, Akif, Mo, Butalid, Renjie
–arXiv.org Artificial Intelligence
The 3rd edition of the Montreal AI Ethics Institute's The State of AI Ethics captures the most relevant developments in AI Ethics since October 2020. It aims to help anyone, from machine learning experts to human rights activists and policymakers, quickly digest and understand the field's ever-changing developments. Through research and article summaries, as well as expert commentary, this report distills the research and reporting surrounding various domains related to the ethics of AI, including: algorithmic injustice, discrimination, ethical AI, labor impacts, misinformation, privacy, risk and security, social media, and more. In addition, The State of AI Ethics includes exclusive content written by world-class AI Ethics experts from universities, research institutes, consulting firms, and governments. Unique to this report is "The Abuse and Misogynoir Playbook," written by Dr. Katlyn Tuner (Research Scientist, Space Enabled Research Group, MIT), Dr. Danielle Wood (Assistant Professor, Program in Media Arts and Sciences; Assistant Professor, Aeronautics and Astronautics; Lead, Space Enabled Research Group, MIT) and Dr. Catherine D'Ignazio (Assistant Professor, Urban Science and Planning; Director, Data + Feminism Lab, MIT). The piece (and accompanying infographic), is a deep-dive into the historical and systematic silencing, erasure, and revision of Black women's contributions to knowledge and scholarship in the United Stations, and globally. Exposing and countering this Playbook has become increasingly important following the firing of AI Ethics expert Dr. Timnit Gebru (and several of her supporters) at Google. This report should be used not only as a point of reference and insight on the latest thinking in the field of AI Ethics, but should also be used as a tool for introspection as we aim to foster a more nuanced conversation regarding the impacts of AI on the world.
arXiv.org Artificial Intelligence
May-19-2021
- Country:
- Africa (1.00)
- Asia (1.00)
- Europe (1.00)
- North America
- Canada > Quebec
- Montreal (0.24)
- United States
- California (0.45)
- Massachusetts (0.27)
- Canada > Quebec
- Genre:
- Instructional Material (0.92)
- Overview (1.00)
- Personal (1.00)
- Research Report
- Experimental Study (1.00)
- New Finding (1.00)
- Summary/Review (1.00)
- Industry:
- Transportation
- Energy > Oil & Gas (1.00)
- Banking & Finance > Economy (1.00)
- Government
- Military (1.00)
- Regional Government > North America Government
- United States Government (1.00)
- Voting & Elections (1.00)
- Media > News (1.00)
- Health & Medicine
- Epidemiology (0.92)
- Health Care Providers & Services (1.00)
- Therapeutic Area
- Immunology (1.00)
- Infections and Infectious Diseases (1.00)
- Psychiatry/Psychology > Mental Health (1.00)
- Law
- Civil Rights & Constitutional Law (1.00)
- Criminal Law (1.00)
- Information Technology
- Security & Privacy (1.00)
- Services (1.00)
- Education > Educational Setting
- Higher Education (1.00)
- Leisure & Entertainment (1.00)
- Aerospace & Defense (0.92)
- Social Sector (1.00)
- Law Enforcement & Public Safety > Crime Prevention & Enforcement (1.00)
- Professional Services (0.87)
- Technology: