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.
Enhancing network failure mitigation with performance-aware ranking,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.NI 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
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.