Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews

Author:

Liu David1,Nanayakkara Priyanka2,Sakha Sarah Ariyan3,Abuhamad Grace4,Blodgett Su Lin5,Diakopoulos Nicholas2,Hullman Jessica R.2,Eliassi-Rad Tina1

Affiliation:

1. Northeastern University, Boston, MA, USA

2. Northwestern University, Evanston, IL, USA

3. International Rescue Committee, New York, NY, USA

4. ServiceNow, Montréal, PQ, Canada

5. Microsoft Research, Montréal , PQ, USA

Publisher

ACM

Reference71 articles.

1. Grace Abuhamad and Claudel Rheault . 2020 . Like a researcher stating broader impact for the very first time . Navigating the Broader Impacts of AI Research Workshop at the 34th Conference on Neural Information Processing Systems. Grace Abuhamad and Claudel Rheault. 2020. Like a researcher stating broader impact for the very first time. Navigating the Broader Impacts of AI Research Workshop at the 34th Conference on Neural Information Processing Systems.

2. Carolyn Ashurst , Rosie Campbell , Deborah Raji , Solon Barocas , and Stuart Russell . 2020 . Workshop on Navigating the Broader Impacts of AI Research. Neural Information Processing Systems Conference. https://ai-broader-impacts-workshop.github.io. Carolyn Ashurst, Rosie Campbell, Deborah Raji, Solon Barocas, and Stuart Russell. 2020. Workshop on Navigating the Broader Impacts of AI Research. Neural Information Processing Systems Conference. https://ai-broader-impacts-workshop.github.io.

3. Carolyn Ashurst , Emmie Hine , Paul Sedille , and Alexis Carlier . 2022 . AI Ethics Statements -- Analysis and Lessons Learnt from NeurIPS Broader Impact Statements . In Proceedings of the ACM Conference on Fairness, Accountability, and Transparency. ACM , New York, NY, USA. Carolyn Ashurst, Emmie Hine, Paul Sedille, and Alexis Carlier. 2022. AI Ethics Statements -- Analysis and Lessons Learnt from NeurIPS Broader Impact Statements. In Proceedings of the ACM Conference on Fairness, Accountability, and Transparency. ACM, New York, NY, USA.

4. Chloé Bakalar , Sarah Bird , Tiberio Caetano , Edward Felten , Dario Garcia-Garcia , Isabel Kloumann , Finn Lattimore , Sendhil Mullainathan , and D. Sculley . 2018 . Workshop on Ethical, Social and Governance Issues in AI. Neural Information Processing Systems Conference. https://sites.google.com/view/aiethicsworkshop/ the-workshop?authuser=0. Chloé Bakalar, Sarah Bird, Tiberio Caetano, Edward Felten, Dario Garcia-Garcia, Isabel Kloumann, Finn Lattimore, Sendhil Mullainathan, and D. Sculley. 2018. Workshop on Ethical, Social and Governance Issues in AI. Neural Information Processing Systems Conference. https://sites.google.com/view/aiethicsworkshop/ the-workshop?authuser=0.

5. Samy Bengio , Kate Crawford , Jeanne Fromer , Iason Gabriel , Amanda Leven- dowski , Inioluwa Deborah Raji, and Marc'Aurelio Ranzato, Ranzato. 2021 . Ethics Guidelines . https://nips.cc/public/EthicsGuidelines Samy Bengio, Kate Crawford, Jeanne Fromer, Iason Gabriel, Amanda Leven- dowski, Inioluwa Deborah Raji, and Marc'Aurelio Ranzato, Ranzato. 2021. Ethics Guidelines. https://nips.cc/public/EthicsGuidelines

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