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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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Petri Koivula

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#large language models Open access Sep 2026

Resonance: A Cognitive and Hermeneutic Theory of Long-Form Human–AI Interaction

This paper develops a cognitive and hermeneutic theory of resonance in long-form human–AI interaction. Resonance is described as an emergent interpretive phenomenon in dialogue, arising from shifts in perceptual loops, schema flexibility, interpretive registers, and meaning structures. The theory outlines how sustained...

Petri Koivula · 0 citations

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