Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.27429.

Pipeline notes

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

The paper introduces iCORE, an instrumentation layer for auditing emergent LLM-agent collaboration. It encodes cooperation graphs, obligation graphs, and audit maps to certify work soundness and agent-assignment stability, with reported 11.5-31% improvements in trajectory quality and terminal performance over passive observation.

Targets an auditability gap in multi-agent LLM systems where outputs can hide incomplete or misallocated work. The coupled encoding and stability bound give a concrete, formal approach rather than another vague framework.

Cited by

No citations on record.