Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2608.14668.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

BRA-Audit is a budget-aware runtime auditing framework for LLM multi-agent systems that models execution as a dynamic dependency graph. A greedy scheduler places audit points to minimize unchecked exposure, reducing token consumption by 17.2–40.6% while preserving detection performance near full-audit baselines.

Concrete framework with measured token savings for adding safety auditing to multi-agent LLM workflows without losing guard effectiveness.

Cited by

No citations on record.