Uncertainty Signals for Network Intent Translation: Risk Ranking and Ambiguity Localization

Intent-based networking realization starts by translating high-level intents into low-level network configurations. Recent approaches have shifted toward LLM-based translation. Despite promising results, most studies focus on translation accuracy and overlook risks associated with deploying the resu