Governing Algorithmic Systems with Impact Assessments: Six Observations

Author:

Watkins Elizabeth Anne1,Moss Emanuel2,Metcalf Jacob2,Singh Ranjit2,Elish Madeleine Clare3

Affiliation:

1. Data & Society Research Institute and Princeton Center for Information Technology Policy, Princeton, NJ, USA

2. Data & Society Research Institute, New York City, NY, USA

3. Google Research, Mountain View, CA, USA

Funder

Wenner Gren Foundation

Luminate

National Science Foundation

Publisher

ACM

Reference78 articles.

1. Ada Lovelace Institute and DataKind UK 2020. Examining the Blackbox: Tools for assessing algorithmic systems. https://www.adalovelaceinstitute.org/wp-content/uploads/2020/04/Ada-Lovelace-Institute-DataKind-UK-Examining-the-Black-Box-Report-2020.pdf Ada Lovelace Institute and DataKind UK 2020. Examining the Blackbox: Tools for assessing algorithmic systems. https://www.adalovelaceinstitute.org/wp-content/uploads/2020/04/Ada-Lovelace-Institute-DataKind-UK-Examining-the-Black-Box-Report-2020.pdf

2. Allison-Hope D. Darnton H. and Lee M. 2019. "Google's Human Rights by Design." Business for Social Responsibility blog: https://www.bsr.org/en/our-insights/blog-view/google-human-rights-impact-assessment-celebrity-recognition. Allison-Hope D. Darnton H. and Lee M. 2019. "Google's Human Rights by Design." Business for Social Responsibility blog: https://www.bsr.org/en/our-insights/blog-view/google-human-rights-impact-assessment-celebrity-recognition.

3. Angwin J. Larson J. Mattu S. and Kirchner L. 2016. Machine Bias. ProPublica. Angwin J. Larson J. Mattu S. and Kirchner L. 2016. Machine Bias. ProPublica.

4. Mind the gap! Comparingex ante andex post assessments of the costs of complying with environmental regulation

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