Standard agent telemetry can detect most failures while hiding the decision and provenance evidence needed to identify the fault's origin; five frontier LLMs drop to near-zero origin-step accuracy on restricted views.
RCAEval: A benchmark for root cause analysis of microservice systems with teleme- try data,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
other 1
citation-polarity summary
fields
cs.AI 1years
2026 1verdicts
ACCEPT 1roles
other 1polarities
unclear 1representative citing papers
citing papers explorer
-
TelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?
Standard agent telemetry can detect most failures while hiding the decision and provenance evidence needed to identify the fault's origin; five frontier LLMs drop to near-zero origin-step accuracy on restricted views.