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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

M. Simões-Marques

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Open access 2026

From Task to Intentionality Automation: Mitigating the Open-Loop and Metacognitive Gaps in Agentic AI Systems

By analysing scenarios such as cybersecurity and healthcare, this paper identifies dimensions of user demand and identifies Ecological Interface Design as an ergonomic approach to ensure that as AI gains agency, the human retains authority and situational awareness.

M. Simões-Marques · 0 citations

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