“It is currently hodgepodge”: Examining AI/ML Practitioners’ Challenges during Co-production of Responsible AI Values

Author:

Varanasi Rama Adithya1ORCID,Goyal Nitesh2ORCID

Affiliation:

1. Information Science, Cornell University, United States

2. Google Research, United States

Publisher

ACM

Reference123 articles.

1. Christophe Abrassart Yoshua Bengio Guillaume Chicoisne Nathalie De Marcellis-warin Marc-Antoine Dilhac Sebastien Gamb Vincent Gautrais Martin Giber Lyse Langlois and François Laviolett. 2017.. https://www.montrealdeclaration-responsibleai.com/_files/ugd/ebc3a3_506ea08298cd4f8196635545a16b071d.pdf Christophe Abrassart Yoshua Bengio Guillaume Chicoisne Nathalie De Marcellis-warin Marc-Antoine Dilhac Sebastien Gamb Vincent Gautrais Martin Giber Lyse Langlois and François Laviolett. 2017.. https://www.montrealdeclaration-responsibleai.com/_files/ugd/ebc3a3_506ea08298cd4f8196635545a16b071d.pdf

2. Carolyn Ashurst , Solon Barocas , Rosie Campbell , and Deborah Raji . 2022 . Disentangling the Components of Ethical Research in Machine Learning. In 2022 ACM Conference on Fairness, Accountability, and Transparency ( Seoul, Republic of Korea) (FAccT ’22). Association for Computing Machinery, New York, NY, USA , 2057–2068. https://doi.org/10.1145/3531146.3533781 10.1145/3531146.3533781 Carolyn Ashurst, Solon Barocas, Rosie Campbell, and Deborah Raji. 2022. Disentangling the Components of Ethical Research in Machine Learning. In 2022 ACM Conference on Fairness, Accountability, and Transparency (Seoul, Republic of Korea) (FAccT ’22). Association for Computing Machinery, New York, NY, USA, 2057–2068. https://doi.org/10.1145/3531146.3533781

3. Amanda Askell Miles Brundage and Gillian K. Hadfield. 2019. The Role of Cooperation in Responsible AI Development. CoRR abs/1907.04534(2019). arXiv:1907.04534http://arxiv.org/abs/1907.04534 Amanda Askell Miles Brundage and Gillian K. Hadfield. 2019. The Role of Cooperation in Responsible AI Development. CoRR abs/1907.04534(2019). arXiv:1907.04534http://arxiv.org/abs/1907.04534

4. The Moral Machine experiment

5. Alejandro Barredo Arrieta , Natalia Díaz-Rodríguez , Javier Del Ser , Adrien Bennetot , Siham Tabik , Alberto Barbado , Salvador Garcia , Sergio Gil-Lopez , Daniel Molina , Richard Benjamins , Raja Chatila , and Francisco Herrera . 2020. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion 58 (Jun 2020 ), 82–115. https://doi.org/10.1016/j.inffus.2019.12.012 10.1016/j.inffus.2019.12.012 Alejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador Garcia, Sergio Gil-Lopez, Daniel Molina, Richard Benjamins, Raja Chatila, and Francisco Herrera. 2020. Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI. Information Fusion 58 (Jun 2020), 82–115. https://doi.org/10.1016/j.inffus.2019.12.012

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