CA–CI: Integrating Contextual Integrity and the Capabilities Approach for Dignity Considerations in AI Governance

IEEE Security & Privacy 2026 Open access

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Authors: Kat Roemmich, Kirsten Martin, Florian Schaub
DOI: 10.1109/msec.2026.3654404
Cited by: 1
References: 8

Abstract

Capabilities approach -contextual integrity (CA–CI) extends contextual integrity through the integration of dignity thresholds from the capabilities approach and the specification of purpose as a constitutive parameter. We demonstrate how CA–CI can operationalize the EU AI Act's fundamental rights impact assessments, harm thresholds, and anticipatory governance.

Fields of Study & Subjects

Ethics and Social Impacts of AI COVID-19 Digital Contact Tracing Explainable Artificial Intelligence (XAI)

Publication details

Journal / source
IEEE Security & Privacy
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Volume
24
Issue
4
Pages
19–29
Publication date
30 January 2026