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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

Ahmed Abdallah Abaker

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Sep 2026

Generative AI as a recursive observation system: a second-order cybernetic perspective on cognitive autonomy and human-centered governance

This paper aims to analyze generative artificial intelligence ecosystems from the perspective of second-order cybernetics. It elucidates how AI-mediated environments transform human observation, cognition, and the construction of reality. By revisiting Heinz von Foerster's concepts of observer-dependency, reflexivi...

Ahmed Abdallah Abaker · 0 citations

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