Cornetto is the first benchmark that synthesizes 231 network misconfiguration problems across topologies of 20-754 nodes and uses formal verification to show that nine state-of-the-art LLMs often introduce regressions and degrade at scale.
Towards llm-based failure localization in production-scale networks
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Benchmarking LLM-Driven Network Configuration Repair
Cornetto is the first benchmark that synthesizes 231 network misconfiguration problems across topologies of 20-754 nodes and uses formal verification to show that nine state-of-the-art LLMs often introduce regressions and degrade at scale.