First Demonstration of Multi-Agent LLM System for Million-Scale Optical Link Management in Global Production AIDCs
Abstract
We present the first LLM-powered multi-agent system for autonomous fault management across millions of optical links in production AIDCs. Refined via SFT and continuous memory evolution, it achieves 97.7% F1 and over 60% fault-incident reduction, outperforming SOTA LLMs on a ten-week field data evaluation.
Publication notes
- Author note
- 4 pages, 3 figures


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