LLMs in Network Operations: Systematic Failures, Implicit Feedback, and Calibration in Production
# LLMs in Network Operations: Systematic Failures, Implicit Feedback, and Calibration in Production **G. Vieyra** — NOC Operations Research *Cross-posted to the AI Alignment Forum* --- ## Abstract We deployed an LLM-assisted diagnostic system in a real Network Operations Center (NOC), processing 132,096 network fault events across five failure classes...
Jun 11