Machine Learning Algorithms & Natural Language Processing

Sep 16, 2026 · Artificial Intelligence

NetCanvas: Huawei GTS Gives AI Agents an Interactive Visual Topology for Network Troubleshooting

Huawei GTS's NetCanvas provides LLM agents with an interactive visual topology as external working memory, enabling them to 'watch' network topology during troubleshooting; on CTBench, pass rates jump from 30.3% to 54.5% (63.6% with priors), dual-firewall/ECMP tasks soar from ~10% to ~90%, with zero regressions and 26–45% token cost reduction.