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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Severin Engelmann

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Preprint Aug 2026

From Fair Representation to Just Recognition in Generative AI

Drawing on political theory, especially Nancy Fraser's account of participatory parity, it is shown how moving from representational fairness to recognitional justice provides better conceptual and normative tools for governing central fairness challenges in generative AI.

Severin Engelmann, Daniel Susser · 0 citations

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