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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

Feng Xiao

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Open access Oct 2026

Reactance-Aware Recursive Alignment for Human–AI Translation: Modeling Translator Agency and Task-Specific Critical Automation Capability

Professional translators may resist highly directive AI assistance when it threatens perceived autonomy, authorship, and control. This study introduces the Recursive Control and Alignment Protocol (ReCAP), a reactance-aware framework for interactive machine translation. ReCAP combines a reactance-potential model with a...

Nao Yao, Xin Yang, Feng Xiao · 0 citations

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