Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.21912.

Pipeline notes

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

Paper models error propagation in LLM multi-agent networks using an epidemic-style framework (susceptible, exposed, infectious, corrected), deriving conditions under which reliability and error control constraints conflict. Validated via 21,000 trajectory simulations and a grok-4.3 experiment on three six-node topologies, showing degree-dependent erroneous adoption rates.

Gives a tractable, empirically grounded method for picking multi-agent connectivity when both task reliability and propagation risk matter, rather than relying on intuition.

Cited by

No citations on record.