Fetching the paper…
Reading the bibliography…
Across the technology industry, many companies have expressed their commitments to AI ethics and created dedicated roles responsible for translating high-level ethics principles into product.
Explainable Machine Learning in Deployment
Umang Bhatt, Alice Xiang, Shubham Sharma, Adrian Weller, Ankur Taly, Yunhan Jia, Joydeep Ghosh, Ruchir Puri, José M. F. Moura, and Peter Eckersley. 2020 · 1909
Earlier work this paper cites.
The Bureaucratic Phenomenon
Michel Crozier. 1964 · 1964
Earlier work this paper cites.
Institutionalized Organizations: Formal Structure as Myth and Ceremony
John W. Meyer and Brian Rowan. 1977 · 1977
Earlier work this paper cites.
Street Level Bureaucracy: Dilemmas of the Individual in Public Services
Michael Lipsky. 1980 · 1980
Earlier work this paper cites.
The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields
Paul J. DiMaggio and Walter W. Powell. 1983 · 1983
Earlier work this paper cites.
Interest and agency in institutional theory
Paul Dimaggio. 1988 · 1988
Earlier work this paper cites.
Managing Legitimacy: Strategic and Institutional Approaches. Academy of Management Review, 20, 571-611
Mark Suchman. 1995 · 1995
Earlier work this paper cites.
Toward a Theory of Stakeholder Identification and Salience: Defining the Principle of Who and What Really Counts
Ronald K. Mitchell, Bradley R. Agle, and Donna J. Wood. 1997 · 1997
Earlier work this paper cites.
Fairness without Demographics through Adversarially Reweighted Learning
Preethi Lahoti, Alex Beutel, Jilin Chen, Kang Lee, Flavien Prost, Nithum Thain, Xuezhi Wang, and Ed H. Chi. 2020 · 2006
Earlier work this paper cites.
Principles to Practices for Responsible AI: Closing the Gap
Daniel Schiff, Bogdana Rakova, Aladdin Ayesh, Anat Fanti, and Michael Lennon. 2020 · 2006
Earlier work this paper cites.
Institutional Entrepreneurship as Embedded Agency: An Introduction to the Special Issue
Raghu Garud, Cynthia Hardy, and Steve Maguire. 2007 · 2007
Earlier work this paper cites.
The SAGE handbook of organizational institutionalism
Cynthia Hardy and Maguire Steve. 2008 · 2008
Earlier work this paper cites.
McKane Andrus, Elena Spitzer, Jeffrey Brown, and Alice Xiang. 2021 · 2011
Earlier work this paper cites.
When Organizations Rule: Judicial Deference to Institutionalized Employment Structures
Lauren B. Edelman, Linda H. Krieger, Scott R. Eliason, Catherine R. Albiston, and Virginia Mellema. 2011 · 2011
Earlier work this paper cites.
Anticipatory Ethics and the Role of Uncertainty
Priyanka Nanayakkara, Nicholas Diakopoulos, and Jessica Hullman. 2020 · 2011
Earlier work this paper cites.
Anticipatory ethics for emerging technologies
Philip A E Brey. 2012 · 2012
Earlier work this paper cites.
Theory Construction in Qualitative Research: From Grounded Theory to Abductive Analysis
Stefan Timmermans and Iddo Tavory. 2012 · 2012
Earlier work this paper cites.
Values Levers: Building Ethics into Design
Katie Shilton. 2013 · 2013
Earlier work this paper cites.
Privacy on the Ground: Driving Corporate Behavior in the United States and Europe
Kenneth A. Bamberger and Deirdre K. Mulligan. 2015 · 2015
Earlier work this paper cites.
Anticipation Work: Cultivating Vision in Collective Practice. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (Vancouver, BC, Canada) (CSCW ’15) . Association for Computing Machinery, New York, NY, USA, 443–453
Stephanie B. Steinhardt and Steven J. Jackson. 2015 · 2015
Earlier work this paper cites.
Privacy on the Ground: Driving Corporate Behavior in the United States and Europe
Ari Ezra Waldman. 2015 · 2015
Earlier work this paper cites.
Isomorphism, Diffusion and Decoupling: Concept Evolution and Theoretical Challenges
Eva Boxenbaum and Stefan Arora-Jonsson. 2017 · 2017
Earlier work this paper cites.
Can Security Become a Routine? A Study of Organizational Change in an Agile Software Development Group. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (Portland, Oregon, USA) (CSCW ’17) . Association for Computing Machinery, New York, NY, USA, 2489–2503
Andreas Poller, Laura Kocksch, Sven Türpe, Felix Anand Epp, and Katharina Kinder-Kurlanda. 2017 · 2017
Earlier work this paper cites.
Fairness and Accountability Design Needs for Algorithmic Support in High-Stakes Public Sector Decision-Making. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI ’18) . Association for Computing Machinery, New York, NY, USA, 1–14
Michael Veale, Max Van Kleek, and Reuben Binns. 2018 · 2018
Earlier work this paper cites.
Ethical Mediation in UX Practice. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI ’19) . Association for Computing Machinery, New York, NY, USA, 1–11
Colin M. Gray and Shruthi Sai Chivukula. 2019 · 2019
Earlier work this paper cites.
Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need?. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI ’19) . Association for Computing Machinery, New York, NY, USA, 1–16
Kenneth Holstein, Jennifer Wortman Vaughan, Hal Daumé, Miro Dudik, and Hanna Wallach. 2019 · 2019
Earlier work this paper cites.
The Global Landscape of AI Ethics Guidelines
Anna Jobin, Marcello Ienca, and Effy Vayena. 2019 · 2019
Cited alongside, same era.
Integrating UX principles and practices into software development organizations: A case study of influencing events
Pariya Kashfi, Robert Feldt, and Agneta Nilsson. 2019 · 2019
Cited alongside, same era.
Reliability and Inter-Rater Reliability in Qualitative Research: Norms and Guidelines for CSCW and HCI Practice
Nora McDonald, Sarita Schoenebeck, and Andrea Forte. 2019 · 2019
Cited alongside, same era.
Owning Ethics: Corporate Logics, Silicon Valley, and the Institutionalization of Ethics
Jacob Metcalf, emanuel moss, and danah boyd. 2019 · 2019
Cited alongside, same era.
Model Cards for Model Reporting. In Proceedings of the Conference on Fairness, Accountability, and Transparency (Atlanta, GA, USA) (FAT* ’19) . Association for Computing Machinery, New York, NY, USA, 220–229
Margaret Mitchell, Simone Wu, Andrew Zaldivar, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Inioluwa Deborah Raji, and Timnit Gebru. 2019 · 2019
Who Audits the Auditors? Recommendations from a Field Scan of the Algorithmic Auditing Ecosystem. In Proceedings of the 2022 ACM Conference on Fairness, Accountability, and Transparency (Seoul, Republic of Korea) (FAccT ’22) . Association for Computing Machinery, New York, NY, USA, 1571–1583
Sasha Costanza-Chock, Inioluwa Deborah Raji, and Joy Buolamwini. 2022 · 2022
Later among the works it cites.
Assessing the Fairness of AI Systems: AI Practitioners’ Processes, Challenges, and Needs for Support
Michael Madaio, Lisa Egede, Hariharan Subramonyam, Jennifer Wortman Vaughan, and Hanna Wallach. 2022 · 2022
Later among the works it cites.
Microsoft Responsible AI Standard, v2: General Requirements
Microsoft. 2022 · 2022
Later among the works it cites.
The Uselessness of AI Ethics
Luke Munn. 2022 · 2022
Later among the works it cites.
Blueprint for an AI Bill of Rights
Office of Science and Technology Policy. 2022 · 2022
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Cited alongside, same era.
Principles alone cannot guarantee ethical AI
Brent Mittelstadt. 2019 · 2019
Cited alongside, same era.
Definitions, methods, and applications in interpretable machine learning
W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, and Bin Yu. 2019 · 2019
Cited alongside, same era.
Problem Formulation and Fairness. In Proceedings of the Conference on Fairness, Accountability, and Transparency (Atlanta, GA, USA) (FAT* ’19) . Association for Computing Machinery, New York, NY, USA, 39–48
Samir Passi and Solon Barocas. 2019 · 2019
Cited alongside, same era.
The Role and Limits of Principles in AI Ethics: Towards a Focus on Tensions. In Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society (Honolulu, HI, USA) (AIES ’19) . Association for Computing Machinery, New York, NY, USA, 195–200
Jess Whittlestone, Rune Nyrup, Anna Alexandrova, and Stephen Cave. 2019 · 2019
Cited alongside, same era.
Dimensions of UX Practice That Shape Ethical Awareness. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (Honolulu, HI, USA) (CHI ’20) . Association for Computing Machinery, New York, NY, USA, 1–13
Shruthi Sai Chivukula, Chris Rhys Watkins, Rhea Manocha, Jingle Chen, and Colin M. Gray. 2020 · 2020
Cited alongside, same era.
Interpreting Interpretability: Understanding Data Scientists’ Use of Interpretability Tools for Machine Learning. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (Honolulu, HI, USA) (CHI ’20) . Association for Computing Machinery, New York, NY, USA, 1–14
Harmanpreet Kaur, Harsha Nori, Samuel Jenkins, Rich Caruana, Hanna Wallach, and Jennifer Wortman Vaughan. 2020 · 2020
Cited alongside, same era.
Security Fictions: Bridging Speculative Design and Computer Security. In Proceedings of the 2020 ACM Designing Interactive Systems Conference (DIS ’20) . Association for Computing Machinery, New York, NY, USA, 1727–1735
Nick Merrill. 2020 · 2020
Cited alongside, same era.
Later among the works it cites.
Shalaleh Rismani, Renee Shelby, Andrew Smart, Edgar Jatho, Joshua Kroll, AJung Moon, and Negar Rostamzadeh. 2022 · 2022
Later among the works it cites.
Incorporating software security: using developer workshops to engage product managers
Charles Weir, Ingolf Becker, and Lynne Blair. 2022 · 2022
Later among the works it cites.
Walking the Walk of AI Ethics: Organizational Challenges and the Individualization of Risk among Ethics Entrepreneurs. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency (Chicago, IL, USA) (FAccT ’23) . Association for Computing Machinery, New York, NY, USA, 217–226
Sanna J. Ali, Angèle Christin, Andrew Smart, and Riitta Katila. 2023 · 2023
Later among the works it cites.
Anthropic’s Responsible Scaling Policy
Anthropic. 2023 · 2023
Later among the works it cites.
Fairness Without Demographic Data: A Survey of Approaches. In Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization (EAAMO ’23) . Association for Computing Machinery, New York, NY, USA, Article 14, 12 pages
Carolyn Ashurst and Adrian Weller. 2023 · 2023
Later among the works it cites.
Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (Hamburg, Germany) (CHI ’23) . Association for Computing Machinery, New York, NY, USA, Article 377, 18 pages
Wesley Hanwen Deng, Boyuan Guo, Alicia Devrio, Hong Shen, Motahhare Eslami, and Kenneth Holstein. 2023a · 2023
Later among the works it cites.
Investigating Practices and Opportunities for Cross-Functional Collaboration around AI Fairness in Industry Practice. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency (Chicago, IL, USA) (FAccT ’23) . Association for Computing Machinery, New York, NY, USA, 705–716
Wesley Hanwen Deng, Nur Yildirim, Monica Chang, Motahhare Eslami, Kenneth Holstein, and Michael Madaio. 2023b · 2023
Later among the works it cites.
The AI Act
European Commission. 2023 · 2023
Later among the works it cites.
NIST AI RMF Playbook
National Institute of Standards and Technology. 2023 · 2023
Later among the works it cites.
OpenAI’s Approach to Frontier Risk
OpenAI. 2023 · 2023
Later among the works it cites.
Microsoft lays off team that taught employees how to make AI tools responsibly
Zoe Schiffer and Casey Newton. 2023 · 2023
Later among the works it cites.
The Gradient of Generative AI Release: Methods and Considerations. In Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency (Chicago, IL, USA) (FAccT ’23) . Association for Computing Machinery, New York, NY, USA, 111–122
Irene Solaiman. 2023 · 2023
Later among the works it cites.
Ensuring Safe, Secure, and Trustworthy AI
The White House. 2023a · 2023
Later among the works it cites.
Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence
The White House. 2023b · 2023
Later among the works it cites.
“It is Currently Hodgepodge”: Examining AI/ML Practitioners’ Challenges during Co-Production of Responsible AI Values. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ’23) . Association for Computing Machinery, New York, NY, USA, Article 251, 17 pages
Rama Adithya Varanasi and Nitesh Goyal. 2023 · 2023
Later among the works it cites.
As AI booms, tech firms are laying off their ethicists
Gerrit De Vynck and Will Oremus. 2023 · 2023
Later among the works it cites.
Designing Responsible AI: Adaptations of UX Practice to Meet Responsible AI Challenges. In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ’23) . Association for Computing Machinery, New York, NY, USA, Article 249, 16 pages
Qiaosi Wang, Michael Madaio, Shaun Kane, Shivani Kapania, Michael Terry, and Lauren Wilcox. 2023 · 2023
Later among the works it cites.
Privacy Legislation as Business Risks: How GDPR and CCPA Are Represented in Technology Companies’ Investment Risk Disclosures
Richmond Y. Wong, Andrew Chong, and R. Cooper Aspegren. 2023a · 2023
Later among the works it cites.
Seeing Like a Toolkit: How Toolkits Envision the Work of AI Ethics
Richmond Y. Wong, Michael A. Madaio, and Nick Merrill. 2023b · 2023
Later among the works it cites.
CAMUS: Attribute-Aware Counterfactual Augmentation for Minority Users in Recommendation. In Proceedings of the ACM Web Conference 2023 (Austin, TX, USA) (WWW ’23) . Association for Computing Machinery, New York, NY, USA, 1396–1404
Yuxin Ying, Fuzhen Zhuang, Yongchun Zhu, Deqing Wang, and Hongwei Zheng. 2023 · 2023
Later among the works it cites.