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RouteScan: A Non-Intrusive Approach to Auditing MoE LLMs Safety via Expert Routing Telemetry
arXiv cs.CL — Computation and Language
Factual evidence
What the source reports
Research introduces RouteScan to audit MoE LLM safety using expert routing telemetry without exposing prompt or output content.
Open sourceOneBench interpretation
Institutional assessment
So what
Routing-level telemetry offers a privacy-preserving mechanism to monitor MoE model safety without inspecting regulated or sensitive customer prompts.
Do what
Ask your model risk and security teams to evaluate routing telemetry feasibility for internally hosted MoE deployments.