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arxiv:2504.01234
First Field-Trial Demonstration of L4 Autonomous Optical Network for Distributed AI Training Communication: An LLM-Powered Multi-AI-Agent Solution
Published on Apr 1, 2025
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Abstract
A multi-AI-agent system achieves 98 percent task completion in cross-domain, cross-layer level-4 autonomous optical networks, surpassing single agents with state-of-the-art LLMs.
AI-generated summary
We demonstrate the first cross-domain cross-layer level-4 autonomous optical network via a multi-AI-agent system. Field trials show 98 percent task completion rate across the distributed AI training lifecycle-3.2x higher than single agents using state-of-the-art LLMs.
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