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

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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.

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Roemmich, K., Martin, K., & Schaub, F. (2026). CA–CI: Integrating Contextual Integrity and the Capabilities Approach for Dignity Considerations in AI Governance. IEEE Security and Privacy. https://doi.org/10.1109/MSEC.2026.3654404

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