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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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Guo-Chen Zhou

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#artificial intelligence Preprint Oct 2026

DynaRev: Benchmarking Web Agents under Dynamic Goal Revision

Web agents are typically evaluated with goals fully specified before execution and fixed thereafter, whereas real users often revise their requirements during interaction. To study such interactions, we introduce DynaRev, a benchmark of 181 tasks to evaluate web agents under dynamic goal revision. DynaRev uses semantic...

Shi-Qi Zhang, Guo-Chen Zhou, Ze-Sheng Wei et al. · 0 citations

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