arXiv cs.AIPaper
Large Language Models (LLMs) for Telecom Root Cause Analysis (RCA): A Structured Reasoning Framework for Evidence-Grounded Diagnosis
Telecom RCA is a real use case for LLMs but a hostile one: the stakes are high, hallucination is expensive, and the domain is rigidly structured. The paper's stacking of guardrails (structured reasoning plus RAG plus agents) is the right instinct. Relevant if you're deploying LLMs in ops contexts where failure is costly.