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About this paper

Thomas Benton Townsend, Dimitrios Michael Manias

The proposed intent-based networking system turns operator requests into structured policy schemas. A semantic router selects a request-specific route, whose predefined function uses Mistral 7B to extract fields, with an OpenAI encoder selecting routes. It achieved 38/39 RNR extractions (97.4%) and 38/40 IRR extractions (95%), but demonstrated neither fulfillment nor live 5G operation.

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