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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

Ulrich Trautwein

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Preprint Aug 2026

AI-Augmented Inquiry and Regulation in Hybrid Systems: A Control Allocation Architecture for Preserving Epistemic Agency in Hybrid Human-AI Cognition

The AIRIS architecture is a multi-level control allocation architecture specifying the conditions under which epistemic agency can be preserved in hybrid generative systems, reframing AI augmentation as a problem of control allocation in distributed generative systems.

Jochen Kuhn, P. Gerjets, Ulrich Trautwein et al. · 0 citations

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