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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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Xiao-Tian Su

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#human-computer interacti... Preprint Oct 2026

Who Thinks First? Designing Productive Friction with Engage-to-Unlock GenAI

Generative AI can support writing, but frictionless access may cause cognitive offloading before users develop their own ideas. We introduce Engage-to-Unlock, a productive-friction mechanism that unlocks generative capabilities after users meaningfully engage with the task. In a controlled experiment (N = 398), partici...

Xiao-Tian Su, Laura Rimell, Jiazheng Li et al. · 0 citations

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