A benchmark and agent system for wireless networks that checks telemetry support before executing LLM-proposed actions, reducing unsafe apply rates from about 82 percent to 10 percent on Claude Sonnet 4.6.
Impact of adaptive consistency on distributed SDN applications: An empirical study,
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WirelessOpsAgent: A Benchmark and Agent Design for Action Assurance in Wireless Networks
A benchmark and agent system for wireless networks that checks telemetry support before executing LLM-proposed actions, reducing unsafe apply rates from about 82 percent to 10 percent on Claude Sonnet 4.6.