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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

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M. Julich

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#artificial intelligence Preprint Mar 2026

No Certificate, No Categorical Speech Act: A Brouwerian Assertibility Constraint for Public Reason

A Brouwer-inspired assertibility constraint for responsible AI is proposed: in high-stakes domains, systems may assert or deny claims only if they can provide a publicly inspectable and contestable certificate of entitlement; otherwise they must return Undetermined.

M. Julich · 1 citation

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