Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction

Renee Shelby, Shalaleh Rismani, Kathryn Henne, AJung Moon, Negar Rostamzadeh, Paul Nicholas, N'Mah Yilla, Jess Gallegos, Andrew Smart, Emilio García García

Type: Preprint

Publication Date: 2022-01-01

Citations: 13

DOI: https://doi.org/10.48550/arxiv.2210.05791

View Publication

Locations

arXiv (Cornell University) - View
DataCite API - View

Similar Works

Action	Title	Year	Authors
+	Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction	2023	Renee Shelby Shalaleh Rismani Kathryn Henne AJung Moon Negar Rostamzadeh P. O. Nicholas N'Mah Yilla-Akbari Jess Gallegos Andrew Smart Emilio García García
+	Harms from Increasingly Agentic Algorithmic Systems	2023	Alan Chan Rebecca Salganik Alva Markelius Chris Pang Nitarshan Rajkumar Dmitrii Krasheninnikov Lauro Langosco Zhonghao He Yawen Duan Micah Carroll
+ PDF Chat	Mitigating Bias in Algorithmic Systems—A Fish-eye View	2022	Kalia Orphanou Jahna Otterbacher Styliani Kleanthous Khuyagbaatar Batsuren Fausto Giunchiglia Veronika Bogina Avital Shulner Tal Alan Hartman Tsvi Kuflik
+ PDF Chat	An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists	2019	Michael Katell Meg Young Bernease Herman Dharma Dailey Aaron Tam Vivian Guetler Corinne Binz Daniella Raz P. M. Krafft
+	An Algorithmic Equity Toolkit for Technology Audits by Community Advocates and Activists	2019	Michael Katell Meg Young Bernease Herman Dharma Dailey Aaron Tam Vivian Guetler Corinne Bintz Daniella Raz P. M. Krafft
+	Mitigating Bias in Algorithmic Systems: A Fish-Eye View of Problems and Solutions Across Domains.	2021	Kalia Orphanou Jahna Otterbacher Styliani Kleanthous Khuyagbaatar Batsuren Fausto Giunchiglia Veronika Bogina Avital Shulner Tal Alan Hartman Tsvi Kuflik
+	Nose to Glass: Looking In to Get Beyond.	2020	Josephine Seah
+ PDF Chat	Harms from Increasingly Agentic Algorithmic Systems	2023	Alan Chan Rebecca Salganik Alva Markelius Chris Pang Nitarshan Rajkumar Dmitrii Krasheninnikov Lauro Langosco Zhonghao He Yawen Duan Micah Carroll
+ PDF Chat	Addressing the Unforeseen Harms of Technology CCC Whitepaper	2024	Nadya Bliss Kevin Butler David M. Danks Ufuk Topcu M. Turk
+	Nose to Glass: Looking In to Get Beyond	2020	Josephine Seah
+	Mitigating Bias in Algorithmic Systems -- A Fish-Eye View	2021	Kalia Orphanou Jahna Otterbacher Styliani Kleanthous Khuyagbaatar Batsuren Fausto Giunchiglia Veronika Bogina Avital Shulner Tal AlanHartman Tsvi Kuflik
+	Towards Algorithmic Transparency: A Diversity Perspective	2021	Fausto Giunchiglia Jahna Otterbacher Styliani Kleanthous Khuyagbaatar Batsuren Veronika Bogina Tsvi Kuflik Avital Shulner Tal
+	Overcoming Failures of Imagination in AI Infused System Development and Deployment	2020	Margarita Boyarskaya Alexandra Olteanu Kate Crawford
+	POTs	2020	Bogdan Kulynych Rebekah Overdorf Carmela Troncoso Seda Gürses
+ PDF Chat	A sociotechnical view of algorithmic fairness	2021	Mateusz Dolata Stefan Feuerriegel Gerhard Schwabe
+	Algorithms as Social-Ecological-Technological Systems: an Environmental Justice Lens on Algorithmic Audits	2023	Bogdana Rakova Roel Dobbe
+ PDF Chat	Beyond Behaviorist Representational Harms: A Plan for Measurement and Mitigation	2024	Jennifer Chien David Danks
+	A relationship and not a thing: A relational approach to algorithmic accountability and assessment documentation	2022	Jacob Metcalf Emanuel Moss Ranjit Singh Emnet Tafese Elizabeth Anne Watkins
+	Ethical and social risks of harm from Language Models	2021	Laura Weidinger John W. Mellor Maribeth Rauh Conor Griffin Jonathan Uesato Po-Sen Huang Myra Cheng Mia Glaese Borja Balle Atoosa Kasirzadeh
+ PDF Chat	Ethical and social risks of harm from Language Models	2021	Laura Weidinger John W. Mellor Maribeth Rauh Conor Griffin Jonathan Uesato Po-Sen Huang Myra Cheng Mia Glaese Borja Balle Atoosa Kasirzadeh

Works That Cite This (7)

Action	Title	Year	Authors
+ PDF Chat	Auditing large language models: a three-layered approach	2023	Jakob Mökander Jonas Schuett Hannah Rose Kirk Luciano Floridi
+	Seamful XAI: Operationalizing Seamful Design in Explainable AI	2022	Upol Ehsan Q. Vera Liao Samir Passi Mark Riedl Hal Daumé
+ PDF Chat	AI’s Regimes of Representation: A Community-centered Study of Text-to-Image Models in South Asia	2023	Rida Qadri Renee Shelby Cynthia L. Bennett Emily Denton
+	Machine Learning practices and infrastructures	2023	Glen Berman
+	Supporting Human-AI Collaboration in Auditing LLMs with LLMs	2023	Charvi Rastogi Marco Túlio Ribeiro Nicholas S. P. King Harsha Nori Saleema Amershi
+	AI’s Regimes of Representation: A Community-Centered Study of Text-to-Image Models in South Asia	2024	Rida Qadri Renee Shelby Cynthia L. Bennett Emily Denton
+	The Ethical Implications of Generative Audio Models: A Systematic Literature Review	2023	Julia Barnett

Works Cited by This (0)

Action	Title	Year	Authors