Network Intelligence Research Center (NIRC)
Dec 15, 2025 · Artificial Intelligence
Turning LLM-Generated Network Configurations into Verified, Safe Updates with Artanis
The paper introduces Artanis, an intent‑based network configuration update framework that combines large‑language‑model generation with a verification‑feedback loop and reinforcement‑learning optimization, addressing hallucination‑induced errors and ensuring safe, policy‑compliant deployments across diverse network scales.
Intent-based NetworkingLLMReinforcement Learning
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