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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

Yanling Yu

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Preprint Aug 2026

Failure-Aware Long-Form Translation: Design and Implementation of a Recoverable LLM Translation System

A recovery protocol developed for a deployed translation system with heterogeneous inputs and provider APIs is described, which delays the first visible release behind a 64-character window, validates the assembled output, and uses typed stream events to distinguish replacement from continuation.

Yanling Yu · 0 citations

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