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AI Ethics Case Studies & AI Incident Registries

 

AIAAIC Repository: AI, algorithmic and automation incidents
collected, dissected, examined, and divulged

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AI incident database

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AI litigation database

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Algorithm Tips: Resources and leads for investigating algorithms in society

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Awful AI: Curated list to track current scary usages of AI

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Berkeley Haas Center for Equity, Gender, and Leadership: Bias in AI Examples Tracker

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CDEI: Review into bias in algorithmic decision-making

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Digital Europe:   Case Studies on Artificial Intelligence

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Eticas Foundation: Observatory of Algorithms with Social Impact

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Fiesler, Casey & Garrett, Natalie & Beard, Nate. (2020). What Do We Teach When We Teach Tech Ethics?: A Syllabi Analysis.

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Garrett, Natalie & Beard, Nate & Fiesler, Casey. (2020). More Than "If Time Allows": The Role of Ethics in AI Education

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Jeffrey Saltz, Michael Skirpan, Casey Fiesler, Micha Gorelick, Tom Yeh, Robert Heckman, Neil Dewar, and Nathan Beard. 2019. Integrating Ethics within Machine Learning Courses. ACM Trans. Comput. Educ. 19, 4, Article 32 (August 2019)

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Harvard University: Justice case studies with Michael Sandel

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IEEE - ECPAIS: Use Case - Criteria for Addressing Ethical Challenges in Transparency, Accountability, and Privacy of Contract Tracing - Draft

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Illinois Institute of Technology - Center for Study of Ethics in the ProfessionsEthics Case Studies library, Case Study Collection

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​​MIT Media LabMoral Machine

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National Center for Case Study Teaching in Science, University at Buffalo:   Case Collection​

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Santa Clara University, Markkula Center for Applied Ethics:   Technology Ethics Cases

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Open Roboethics Institute:   Scenario-based cases

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Peltarion:  Deep Learning Opportunities and Best Practice Report

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Princeton University, Dialogues on AI & EthicsCase study PDFs

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"Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits": A continually-updated list of studies from the CSCW 2021 paper

 

Project SherpaCase study future scenarios

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University of Washington Tech Policy Lab: Designing Tech Policy: Instructional Case Studies for Technologists and Policymaker

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Case Study The Distilling of a Biased Algorithmic Decision Systems through a Business Lens
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