Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2609.20889.

Pipeline notes

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

Proxifield is a decentralized multi-agent LLM communication protocol that builds sparse communication graphs from semantic proximity using four inference-time routing signals. Experiments on Drone Search and Rescue and HiddenBench show it scales better than Star and Shared Context baselines as team size grows, and retains more reward under agent failures.

Concrete routing protocol with measured scaling and fault-tolerance gains over two baselines, useful for designers of larger LLM agent teams.

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