Networks Are Graphs, Not Language Problems: A Look at NetAI’s GNN Approach

Most AI systems in networking treat operations like a language problem. But networks are fundamentally graphs built on relationships, dependencies, and topology. At NFD40, NetAI presented a compelling case for why Graph Neural Networks may be better suited for deterministic root cause analysis and autonomous network operations.