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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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Ying-Ying Zhang

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Preprint Sep 2026

ExplainRoute: A Pre-Deployment Audit Framework for Non-Answer-Giving Programming Tutors

Programming tutors should support learners'own explanations rather than immediately providing model answers. We present ExplainRoute, a pre-deployment audit framework for non-answer-giving programming tutors. Given a code line and a learner explanation, it estimates the explanation state and selects one of two bounded...

Y. Gai, Ying-Ying Zhang, Xue-Fei Huang · 0 citations

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