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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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Indrajith P. Karunanayaka

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Open access Jul 2026

AI Hallucination as Epistemic Proliferation

The Epistemic Proliferation Model is conceptualised as an ethical failure of restraint, that is, the tendency of fluent models to keep producing confident, expert-sounding language after evidential grounding has become weak or unverifiable.

Indrajith P. Karunanayaka · 0 citations

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